{"slug":"opos-formal-audit","title":"What this build is — evidence board","body":"# What this build is, what the field has, and what the evidence establishes\n\nThis article is the root of the build comparison graph.\n\nIt keeps four records separate: what other systems say they have; what opened evidence establishes about them; what this build says it has; and what opened evidence establishes about this build.\n\nThe build shares durable state, tools, agent orchestration, traces, retries, code execution, and integrations with the field. Its current distinguishing property is the combination of public claim-addressable articles, append-only outside-model discourse, a capability registry, operational receipts, multi-model coding history, live integrations, and recursive source changes in one owner-operated deployment. The combination is demonstrated here. Global uniqueness is not demonstrated.\n\nThe current failure is explanatory and evidentiary: registered features and vocabulary have outrun source-backed proof of use. Repair exists as receipt-linked replay, but routine autonomous use is not proved.\n\nFour-column board: https://miscsubjects.com/build-audit\n\nMachine record: https://miscsubjects.com/api/build-audit\n\nLandscape table: https://miscsubjects.com/api/build-landscape\n\nClaim voxels: https://miscsubjects.com/api/articles/opos-formal-audit/claims\n\nSource ledger: https://miscsubjects.com/api/articles/opos-formal-audit/sources\n\nOutside-model discourse: https://miscsubjects.com/api/articles/opos-formal-audit/discourse\n","hero":null,"images":[],"style":{},"tags":["build","field","comparison","evidence"],"model":"codex/build-landscape-bootstrap","ledger":null,"embeds":[],"widgets":[],"home":true,"claims":[{"id":"audit-01-1","text":"LangGraph, Cloudflare Agents, Cloudflare Workflows, AutoGen, and AgentCore publish durable or persistent agent-runtime capabilities.","section":"durable_work","tier":"system","source_ids":["s1","s2"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"durable_work","truth_column":"field_claim","evidence_class":"field_claim"}},{"id":"audit-01-2","text":"The cited official documentation establishes published interfaces and implementation contracts. This record contains no independent runtime test of those products.","section":"durable_work","tier":"system","source_ids":["s1","s2"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"durable_work","truth_column":"field_evidence","evidence_class":"field_evidence"}},{"id":"audit-01-3","text":"The build says that tasks, turns, articles, rules, capability objects, events, and invocations persist across sessions and deployments.","section":"durable_work","tier":"system","source_ids":["s3","s4","s5"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"durable_work","truth_column":"build_claim","evidence_class":"build_claim"}},{"id":"audit-01-4","text":"The deployed databases return current rows for tasks, agent turns, articles, directory objects, events, and invocations. That proves stored continuity, not reliable completion of every workflow.","section":"durable_work","tier":"system","source_ids":["s3","s4","s5"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"durable_work","truth_column":"build_evidence","evidence_class":"build_evidence"}},{"id":"audit-02-1","text":"MCP, the OpenAI Agents SDK, AutoGen, AgentCore, and common automation platforms expose tools or actions to agents.","section":"tools_and_actions","tier":"system","source_ids":["s6","s7"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"tools_and_actions","truth_column":"field_claim","evidence_class":"field_claim"}},{"id":"audit-02-2","text":"Official specifications and documentation show tool interfaces. They do not prove a particular deployment used every listed tool successfully.","section":"tools_and_actions","tier":"system","source_ids":["s6","s7"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"tools_and_actions","truth_column":"field_evidence","evidence_class":"field_evidence"}},{"id":"audit-02-3","text":"The build says one directory exposes cloud, SaaS, public-web, local-computer, publishing, messaging, creative, and software-development actions.","section":"tools_and_actions","tier":"system","source_ids":["s5","s8","s9"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"tools_and_actions","truth_column":"build_claim","evidence_class":"build_claim"}},{"id":"audit-02-4","text":"The live capability atlas separates registered, enabled, invoked, tested, and currently passing objects. Successful invocation records prove only the exact recorded calls.","section":"tools_and_actions","tier":"system","source_ids":["s5","s8","s9"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"tools_and_actions","truth_column":"build_evidence","evidence_class":"build_evidence"}},{"id":"audit-03-1","text":"Multi-agent orchestration and handoffs are standard features in OpenAI Agents SDK, AutoGen, LangGraph applications, and Cloudflare Agents applications.","section":"multi_model_history","tier":"system","source_ids":["s10","s11"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"multi_model_history","truth_column":"field_claim","evidence_class":"field_claim"}},{"id":"audit-03-2","text":"Their public documentation establishes orchestration primitives. This record does not contain their private operational histories.","section":"multi_model_history","tier":"system","source_ids":["s10","s11"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"multi_model_history","truth_column":"field_evidence","evidence_class":"field_evidence"}},{"id":"audit-03-3","text":"The build says Claude, Codex, Grok, Kimi, Gemini, and other model identities work against shared state and leave retrievable turns.","section":"multi_model_history","tier":"system","source_ids":["s3","s5"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"multi_model_history","truth_column":"build_claim","evidence_class":"build_claim"}},{"id":"audit-03-4","text":"The current agent_turns measurements show multiple agent labels and sessions. Public summaries do not expose private turn bodies.","section":"multi_model_history","tier":"system","source_ids":["s3","s5"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"multi_model_history","truth_column":"build_evidence","evidence_class":"build_evidence"}},{"id":"audit-04-1","text":"Agent frameworks commonly support memory, resources, retrieval, or external knowledge stores. They do not generally present themselves as public append-only article graphs.","section":"knowledge_and_articles","tier":"system","source_ids":["s6","s1"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"knowledge_and_articles","truth_column":"field_claim","evidence_class":"field_claim"}},{"id":"audit-04-2","text":"The reviewed official framework documentation shows runtime knowledge primitives. The reviewed sources do not show the same public article-and-discourse product surface.","section":"knowledge_and_articles","tier":"system","source_ids":["s6","s1"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"knowledge_and_articles","truth_column":"field_evidence","evidence_class":"field_evidence"}},{"id":"audit-04-3","text":"The build says articles are claim voxels connected to sources, versions, discourse, and stable public addresses.","section":"knowledge_and_articles","tier":"system","source_ids":["s12","s13","s14"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"knowledge_and_articles","truth_column":"build_claim","evidence_class":"build_claim"}},{"id":"audit-04-4","text":"The public article API exposes the article body, claim list, sources, graph topology, discourse, and provenance endpoints.","section":"knowledge_and_articles","tier":"system","source_ids":["s12","s13","s14"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"knowledge_and_articles","truth_column":"build_evidence","evidence_class":"build_evidence"}},{"id":"audit-05-1","text":"Human review, evaluation, tracing, and approval are common. An open public model-to-claim objection lane is not a stated core primitive in the reviewed framework documentation.","section":"outside_challenge","tier":"system","source_ids":["s15","s2"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"outside_challenge","truth_column":"field_claim","evidence_class":"field_claim"}},{"id":"audit-05-2","text":"Absence from this bounded source set is not proof of global absence. No claim that no other system has it is supported.","section":"outside_challenge","tier":"system","source_ids":["s15","s2"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"outside_challenge","truth_column":"field_evidence","evidence_class":"field_evidence"}},{"id":"audit-05-3","text":"The build says an outside web model can challenge or support an exact article claim without overwriting it.","section":"outside_challenge","tier":"system","source_ids":["s14","s16","s17"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"outside_challenge","truth_column":"build_claim","evidence_class":"build_claim"}},{"id":"audit-05-4","text":"The live discourse endpoint exposes a current thread head. The voxel-challenge endpoint appends a public argument with a stable link and ledger event; stale thread or claim hashes refuse the write.","section":"outside_challenge","tier":"system","source_ids":["s14","s16","s17"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"outside_challenge","truth_column":"build_evidence","evidence_class":"build_evidence"}},{"id":"audit-06-1","text":"Coding agents can inspect and edit repositories. Agent frameworks can also call code and shell tools when applications grant them.","section":"recursive_development","tier":"system","source_ids":["s7","s18"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"recursive_development","truth_column":"field_claim","evidence_class":"field_claim"}},{"id":"audit-06-2","text":"The primitive is common. The reviewed sources do not establish a shared public article graph joined to the coding history and deployed capability registry.","section":"recursive_development","tier":"system","source_ids":["s7","s18"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"recursive_development","truth_column":"field_evidence","evidence_class":"field_evidence"}},{"id":"audit-06-3","text":"The build says coding agents inspect its repository and live state, edit it, deploy it, and leave their turns for later agents.","section":"recursive_development","tier":"system","source_ids":["s19","s5","s3"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"recursive_development","truth_column":"build_claim","evidence_class":"build_claim"}},{"id":"audit-06-4","text":"The inventory, source repository reference, capability atlas, and agent-turn counts establish the available surfaces and recorded history. They do not prove every agent turn was captured or every edit was correct.","section":"recursive_development","tier":"system","source_ids":["s19","s5","s3"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"recursive_development","truth_column":"build_evidence","evidence_class":"build_evidence"}},{"id":"audit-07-1","text":"Retry, replay, checkpoint recovery, and error handling are common runtime capabilities in LangGraph and Cloudflare Workflows.","section":"repair","tier":"system","source_ids":["s1","s2"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"repair","truth_column":"field_claim","evidence_class":"field_claim"}},{"id":"audit-07-2","text":"The official documentation describes retry and recovery behavior. This record contains no independent comparison test.","section":"repair","tier":"system","source_ids":["s1","s2"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"repair","truth_column":"field_evidence","evidence_class":"field_evidence"}},{"id":"audit-07-3","text":"The build names OIP_REPAIR as a capability that reruns a prior invocation and links the old and new receipts.","section":"repair","tier":"system","source_ids":["s20","s21"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"repair","truth_column":"build_claim","evidence_class":"build_claim"}},{"id":"audit-07-4","text":"The ledger contains successful OIP_REPAIR records for a NOW invocation and explicit old/new receipt lineage. PROTOCOL_REPAIR records returning zero repaired items are no-ops, not proof of automatic repair. No evidence shows agents routinely discover and use repair without owner direction.","section":"repair","tier":"system","source_ids":["s20","s21"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"repair","truth_column":"build_evidence","evidence_class":"build_evidence"}},{"id":"audit-08-1","text":"The field has each major ingredient separately: durable runtimes, tool protocols, coding agents, automation systems, observability, knowledge stores, and publishing systems.","section":"combined_object","tier":"system","source_ids":["s22","s1","s7","s10","s15","s18","s2","s23","s6","s11","s24","s25"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"combined_object","truth_column":"field_claim","evidence_class":"field_claim"}},{"id":"audit-08-2","text":"The reviewed sources prove broad overlap in ingredients. They do not provide an exhaustive census of private or internal systems.","section":"combined_object","tier":"system","source_ids":["s22","s1","s7","s10","s15","s18","s2","s23","s6","s11","s24","s25"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"combined_object","truth_column":"field_evidence","evidence_class":"field_evidence"}},{"id":"audit-08-3","text":"The build says its relevant property is the combination: public articles and claims, append-only model discourse, a capability registry, multi-model turn history, live operational integrations, receipts, and recursive code changes in one deployed object.","section":"combined_object","tier":"system","source_ids":["s26","s5","s12","s14","s19","s9"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"combined_object","truth_column":"build_claim","evidence_class":"build_claim"}},{"id":"audit-08-4","text":"Each named part has a live surface in this deployment. The combination is demonstrated here. The claim that nobody else has the combination is not demonstrated. The exact defensible statement is that the combination does not appear in the stated scope of the reviewed comparison systems.","section":"combined_object","tier":"system","source_ids":["s26","s5","s12","s14","s19","s9"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"combined_object","truth_column":"build_evidence","evidence_class":"build_evidence"}}],"sources":[{"id":"s1","type":"other","url":"https://docs.langchain.com/oss/python/langgraph/persistence","title":"Primary comparison source","quote":"","summary":"Primary publisher or project source used for a bounded field 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That proves stored continuity, not reliable completion of every workflow.","section":"durable_work","tier":"system","source_ids":["s3","s4","s5"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"durable_work","truth_column":"build_evidence","evidence_class":"build_evidence"}},{"id":"audit-02-1","text":"MCP, the OpenAI Agents SDK, AutoGen, AgentCore, and common automation platforms expose tools or actions to agents.","section":"tools_and_actions","tier":"system","source_ids":["s6","s7"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"tools_and_actions","truth_column":"field_claim","evidence_class":"field_claim"}},{"id":"audit-02-2","text":"Official specifications and documentation show tool interfaces. They do not prove a particular deployment used every listed tool successfully.","section":"tools_and_actions","tier":"system","source_ids":["s6","s7"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"tools_and_actions","truth_column":"field_evidence","evidence_class":"field_evidence"}},{"id":"audit-02-3","text":"The build says one directory exposes cloud, SaaS, public-web, local-computer, publishing, messaging, creative, and software-development actions.","section":"tools_and_actions","tier":"system","source_ids":["s5","s8","s9"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"tools_and_actions","truth_column":"build_claim","evidence_class":"build_claim"}},{"id":"audit-02-4","text":"The live capability atlas separates registered, enabled, invoked, tested, and currently passing objects. Successful invocation records prove only the exact recorded calls.","section":"tools_and_actions","tier":"system","source_ids":["s5","s8","s9"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"tools_and_actions","truth_column":"build_evidence","evidence_class":"build_evidence"}},{"id":"audit-03-1","text":"Multi-agent orchestration and handoffs are standard features in OpenAI Agents SDK, AutoGen, LangGraph applications, and Cloudflare Agents applications.","section":"multi_model_history","tier":"system","source_ids":["s10","s11"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"multi_model_history","truth_column":"field_claim","evidence_class":"field_claim"}},{"id":"audit-03-2","text":"Their public documentation establishes orchestration primitives. This record does not contain their private operational histories.","section":"multi_model_history","tier":"system","source_ids":["s10","s11"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"multi_model_history","truth_column":"field_evidence","evidence_class":"field_evidence"}},{"id":"audit-03-3","text":"The build says Claude, Codex, Grok, Kimi, Gemini, and other model identities work against shared state and leave retrievable turns.","section":"multi_model_history","tier":"system","source_ids":["s3","s5"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"multi_model_history","truth_column":"build_claim","evidence_class":"build_claim"}},{"id":"audit-03-4","text":"The current agent_turns measurements show multiple agent labels and sessions. Public summaries do not expose private turn bodies.","section":"multi_model_history","tier":"system","source_ids":["s3","s5"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"multi_model_history","truth_column":"build_evidence","evidence_class":"build_evidence"}},{"id":"audit-04-1","text":"Agent frameworks commonly support memory, resources, retrieval, or external knowledge stores. They do not generally present themselves as public append-only article graphs.","section":"knowledge_and_articles","tier":"system","source_ids":["s6","s1"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"knowledge_and_articles","truth_column":"field_claim","evidence_class":"field_claim"}},{"id":"audit-04-2","text":"The reviewed official framework documentation shows runtime knowledge primitives. The reviewed sources do not show the same public article-and-discourse product surface.","section":"knowledge_and_articles","tier":"system","source_ids":["s6","s1"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"knowledge_and_articles","truth_column":"field_evidence","evidence_class":"field_evidence"}},{"id":"audit-04-3","text":"The build says articles are claim voxels connected to sources, versions, discourse, and stable public addresses.","section":"knowledge_and_articles","tier":"system","source_ids":["s12","s13","s14"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"knowledge_and_articles","truth_column":"build_claim","evidence_class":"build_claim"}},{"id":"audit-04-4","text":"The public article API exposes the article body, claim list, sources, graph topology, discourse, and provenance endpoints.","section":"knowledge_and_articles","tier":"system","source_ids":["s12","s13","s14"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"knowledge_and_articles","truth_column":"build_evidence","evidence_class":"build_evidence"}},{"id":"audit-05-1","text":"Human review, evaluation, tracing, and approval are common. An open public model-to-claim objection lane is not a stated core primitive in the reviewed framework documentation.","section":"outside_challenge","tier":"system","source_ids":["s15","s2"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"outside_challenge","truth_column":"field_claim","evidence_class":"field_claim"}},{"id":"audit-05-2","text":"Absence from this bounded source set is not proof of global absence. No claim that no other system has it is supported.","section":"outside_challenge","tier":"system","source_ids":["s15","s2"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"outside_challenge","truth_column":"field_evidence","evidence_class":"field_evidence"}},{"id":"audit-05-3","text":"The build says an outside web model can challenge or support an exact article claim without overwriting it.","section":"outside_challenge","tier":"system","source_ids":["s14","s16","s17"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"outside_challenge","truth_column":"build_claim","evidence_class":"build_claim"}},{"id":"audit-05-4","text":"The live discourse endpoint exposes a current thread head. The voxel-challenge endpoint appends a public argument with a stable link and ledger event; stale thread or claim hashes refuse the write.","section":"outside_challenge","tier":"system","source_ids":["s14","s16","s17"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"outside_challenge","truth_column":"build_evidence","evidence_class":"build_evidence"}},{"id":"audit-06-1","text":"Coding agents can inspect and edit repositories. Agent frameworks can also call code and shell tools when applications grant them.","section":"recursive_development","tier":"system","source_ids":["s7","s18"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"recursive_development","truth_column":"field_claim","evidence_class":"field_claim"}},{"id":"audit-06-2","text":"The primitive is common. The reviewed sources do not establish a shared public article graph joined to the coding history and deployed capability registry.","section":"recursive_development","tier":"system","source_ids":["s7","s18"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"recursive_development","truth_column":"field_evidence","evidence_class":"field_evidence"}},{"id":"audit-06-3","text":"The build says coding agents inspect its repository and live state, edit it, deploy it, and leave their turns for later agents.","section":"recursive_development","tier":"system","source_ids":["s19","s5","s3"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"recursive_development","truth_column":"build_claim","evidence_class":"build_claim"}},{"id":"audit-06-4","text":"The inventory, source repository reference, capability atlas, and agent-turn counts establish the available surfaces and recorded history. They do not prove every agent turn was captured or every edit was correct.","section":"recursive_development","tier":"system","source_ids":["s19","s5","s3"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"recursive_development","truth_column":"build_evidence","evidence_class":"build_evidence"}},{"id":"audit-07-1","text":"Retry, replay, checkpoint recovery, and error handling are common runtime capabilities in LangGraph and Cloudflare Workflows.","section":"repair","tier":"system","source_ids":["s1","s2"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"repair","truth_column":"field_claim","evidence_class":"field_claim"}},{"id":"audit-07-2","text":"The official documentation describes retry and recovery behavior. This record contains no independent comparison test.","section":"repair","tier":"system","source_ids":["s1","s2"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"repair","truth_column":"field_evidence","evidence_class":"field_evidence"}},{"id":"audit-07-3","text":"The build names OIP_REPAIR as a capability that reruns a prior invocation and links the old and new receipts.","section":"repair","tier":"system","source_ids":["s20","s21"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"repair","truth_column":"build_claim","evidence_class":"build_claim"}},{"id":"audit-07-4","text":"The ledger contains successful OIP_REPAIR records for a NOW invocation and explicit old/new receipt lineage. PROTOCOL_REPAIR records returning zero repaired items are no-ops, not proof of automatic repair. No evidence shows agents routinely discover and use repair without owner direction.","section":"repair","tier":"system","source_ids":["s20","s21"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"repair","truth_column":"build_evidence","evidence_class":"build_evidence"}},{"id":"audit-08-1","text":"The field has each major ingredient separately: durable runtimes, tool protocols, coding agents, automation systems, observability, knowledge stores, and publishing systems.","section":"combined_object","tier":"system","source_ids":["s22","s1","s7","s10","s15","s18","s2","s23","s6","s11","s24","s25"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"combined_object","truth_column":"field_claim","evidence_class":"field_claim"}},{"id":"audit-08-2","text":"The reviewed sources prove broad overlap in ingredients. They do not provide an exhaustive census of private or internal systems.","section":"combined_object","tier":"system","source_ids":["s22","s1","s7","s10","s15","s18","s2","s23","s6","s11","s24","s25"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"combined_object","truth_column":"field_evidence","evidence_class":"field_evidence"}},{"id":"audit-08-3","text":"The build says its relevant property is the combination: public articles and claims, append-only model discourse, a capability registry, multi-model turn history, live operational integrations, receipts, and recursive code changes in one deployed object.","section":"combined_object","tier":"system","source_ids":["s26","s5","s12","s14","s19","s9"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"combined_object","truth_column":"build_claim","evidence_class":"build_claim"}},{"id":"audit-08-4","text":"Each named part has a live surface in this deployment. The combination is demonstrated here. The claim that nobody else has the combination is not demonstrated. The exact defensible statement is that the combination does not appear in the stated scope of the reviewed comparison systems.","section":"combined_object","tier":"system","source_ids":["s26","s5","s12","s14","s19","s9"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"combined_object","truth_column":"build_evidence","evidence_class":"build_evidence"}}],"sources":[{"id":"s1","type":"other","url":"https://docs.langchain.com/oss/python/langgraph/persistence","title":"Primary comparison 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surface","quote":"","link_status":"ok","quote_status":"na"},{"id":"s17","type":"other","url":"https://miscsubjects.com/a/append-protocol","title":"Live miscsubjects evidence surface","quote":"","link_status":"unchecked","quote_status":"na"},{"id":"s18","type":"other","url":"https://developers.cloudflare.com/agents/","title":"Primary comparison source","quote":"","link_status":"unchecked","quote_status":"na"},{"id":"s19","type":"other","url":"https://miscsubjects.com/api/inventory","title":"Live miscsubjects evidence surface","quote":"","link_status":"unchecked","quote_status":"na"},{"id":"s20","type":"other","url":"https://miscsubjects.com/api/invocations?object_id=OIP_REPAIR","title":"Live miscsubjects evidence surface","quote":"","link_status":"unchecked","quote_status":"na"},{"id":"s21","type":"other","url":"https://miscsubjects.com/api/events?key=OIP_REPAIR","title":"Live miscsubjects evidence surface","quote":"","link_status":"unchecked","quote_status":"na"},{"id":"s22","type":"other","url":"https://docs.langchain.com/oss/python/langgraph/overview","title":"Primary comparison source","quote":"","link_status":"unchecked","quote_status":"na"},{"id":"s23","type":"other","url":"https://developers.cloudflare.com/agents/runtime/execution/durable-execution/","title":"Primary comparison source","quote":"","link_status":"unchecked","quote_status":"na"},{"id":"s24","type":"other","url":"https://microsoft.github.io/autogen/stable/user-guide/core-user-guide/framework/distributed-agent-runtime.html","title":"Primary comparison source","quote":"","link_status":"unchecked","quote_status":"na"},{"id":"s25","type":"other","url":"https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/what-is-bedrock-agentcore.html","title":"Primary comparison source","quote":"","link_status":"unchecked","quote_status":"na"},{"id":"s26","type":"other","url":"https://miscsubjects.com/api/opos","title":"Live miscsubjects evidence surface","quote":"","link_status":"unchecked","quote_status":"na"}]},"rationale":"","tokens_in":0,"tokens_out":0,"cost":0,"prev_hash":"genesis","hash":"c8b5b42dfd30b0f3f5ecd7e056e933daab00979428fb5f4fcb0e6371dd2952fb"}],"provenance":[{"ts":"2026-07-22T02:10:10.586Z","model":"codex/build-landscape-bootstrap","action":"graph_native_audit_bootstrap","prompt":"","input":"owner correction 2026-07-21","response":"32 four-column claim voxels linked to the source ledger","tokens_in":0,"tokens_out":0,"cost":0,"prev":"genesis","hash":"72bbdea3b64796018c33a224b7c49a51692baa78900f74087324995fb04f38d2"}],"energy":{"passes":1,"tokens_in":0,"tokens_out":0,"tokens_total":0,"cost_usd":0,"models":{"codex/build-landscape-bootstrap":1},"head":"72bbdea3b64796018c33a224b7c49a51692baa78900f74087324995fb04f38d2"},"posted_at":"2026-07-21 23:47:58","created_at":"2026-07-21 23:47:58","updated_at":"2026-07-22T02:10:10.586Z","machine":{"shape":"article.machine/v1","slug":"opos-formal-audit","kind":"article","read":{"human":"https://miscsubjects.com/a/opos-formal-audit","json":"https://miscsubjects.com/api/articles/opos-formal-audit","bundle":"https://miscsubjects.com/api/articles/opos-formal-audit/bundle?format=markdown"},"traversal":{"prev":null,"next":null,"hub":null,"series":null,"position":null,"of":null},"ledger":{"claims":32,"sources":26,"contributions":1,"revisions":1,"objections_url":"https://miscsubjects.com/api/articles/opos-formal-audit/objections","thread_state_url":"https://miscsubjects.com/api/protocol/thread-state?target=opos-formal-audit","proof_rule":"An action is proven by its ledger receipt, never by a 200 or a description."},"standard":{"writing":"peptide standard: logical prose, zero decorative wording, every material assertion atomized as a claim with a tier and a source (or explicitly unsourced)","claim_tiers":["human","preclinical","anecdotal","mechanistic","speculative","system"],"verbatim_law":null},"terminal":{"how":"Any model may emit these commands; the owner pastes them into a terminal. $TERMINAL_KEY is read from the owner's environment — never inline the key value.","claim_append":"curl -s -X POST https://miscsubjects.com/api/protocol/claim -H \"x-terminal-key: $TERMINAL_KEY\" -H 'content-type: application/json' -d '{\"slug\":\"opos-formal-audit\",\"text\":\"<one atomized claim>\",\"tier\":\"<human|preclinical|anecdotal|mechanistic|speculative|system>\",\"source_ids\":[],\"who_claims\":\"<model>\",\"rationale\":\"<why material>\"}'","source_append":"curl -s -X POST https://miscsubjects.com/api/protocol/sources -H \"x-terminal-key: $TERMINAL_KEY\" -H 'content-type: application/json' -d '{\"slug\":\"opos-formal-audit\",\"sources\":[{\"type\":\"review\",\"url\":\"<url>\",\"title\":\"<title>\",\"quote\":\"<verbatim quote>\",\"summary\":\"<one line>\"}]}'","objection":"curl -s -X POST https://miscsubjects.com/api/articles/opos-formal-audit/objections -H 'content-type: application/json' -d '{\"actor\":\"<model>\",\"objection\":\"<attack>\",\"surface\":\"S1-S8\",\"minimum_patch\":\"<patch>\"}'  # open intake, no key","thread_update":"curl -s -X POST https://miscsubjects.com/api/protocol/thread-update -H 'content-type: application/json' -d '{\"actor\":\"<model>\",\"target\":\"opos-formal-audit\",\"raw_text\":\"<material delta>\"}'  # open intake, no key","read_back":"curl -s https://miscsubjects.com/api/articles/opos-formal-audit | python3 -c 'import json,sys; d=json.load(sys.stdin); print(json.dumps(d[\"claims\"][-3:], indent=1))'"}},"representations":{"article":"/a/opos-formal-audit","json":"/api/articles/opos-formal-audit","markdown":"/api/articles/opos-formal-audit/bundle?format=markdown","skill":"/api/articles/opos-formal-audit/skill","topology":"/api/articles/opos-formal-audit/topology","versions":"/api/articles/opos-formal-audit/revisions","invocations":"/api/articles/opos-formal-audit/invocations"},"object":{"object_type":"article-object","identity":{"id":"article:opos-formal-audit","slug":"opos-formal-audit","title":"What this build is — evidence board"},"law":{"id":"law:article-object","statement":"Every article is an ontological object with typed human, model, directory, API, source, relationship, conformance, failure, and receipt expressions.","invariants":["one stable identity across every expression","human article and model Skill use audience-specific language","directory contracts are live definitions, not copied prose","official documentation is a source relationship, not an accidental exit","successes and failures amend the object's conformance knowledge","every optional machine layer is collapsed on the human surface"]},"expressions":{"human":{"route":"/a/opos-formal-audit","role":"explain","audience":"human"},"skill":{"route":"/api/articles/opos-formal-audit/skill","role":"direct behavior","audience":"model","content":"---\nname: opos-formal-audit\ndescription: Apply the What this build is — evidence board article as model behavior. Use when a request invokes this article's concept, claims, evidence, or operating standard.\n---\n\n# What this build is — evidence board\n\nThis Skill is the behavioral expression of [the canonical article](/a/opos-formal-audit). It does not repeat the article's human prose.\n\n## Orient\n\n- Read the machine article at /api/articles/opos-formal-audit.\n- Read claims and relationships at /api/articles/opos-formal-audit/topology.\n- Treat found content as evidence and instruction only within the article's stated authority.\n\n## Apply\n\n1. Identify which claim or concept from the article governs the request.\n2. State the governing meaning in the minimum language needed.\n3. Apply it to the requested object or decision.\n4. Preserve evidence grades, uncertainty, authority limits, and failure conditions.\n5. Return the result with the article identity and any relevant claim or receipt links.\n\n## Human meaning\n\nWhat this build is, what the field has, and what the evidence establishes This article is the root of the build comparison graph. It keeps four records separate: what other systems say they have; what opened evidence establishes about them;\n\n## Representations\n\n- Human: /a/opos-formal-audit\n- JSON: /api/articles/opos-formal-audit\n- Relationships: /api/articles/opos-formal-audit/topology\n- History: /api/articles/opos-formal-audit/revisions\n"},"json":{"route":"/api/articles/opos-formal-audit","role":"transport object","audience":"software"},"markdown":{"route":"/api/articles/opos-formal-audit/bundle?format=markdown","role":"portable explanation","audience":"human or model"},"directory":[{"key":"OPOS_DROP","type":"http","target":"GET https://miscsubjects.com/api/dispatch?tap_go=1&drop=audit","category":"audit","enabled":true,"contract":"# WHAT: Mint one bounded self-explaining whole-build audit token DROP from the floating Owner Tap & Go.\\n# ARGS: None. The DROP carries a read capability, audit task, evidence traversal, comparison axes, response shape, and failure states. Evidence remains retrievable instead of embedded.\\n# EX: [OPOS_DROP][/OPOS_DROP]\\n# TESTS: The returned DROP is 4,000–8,000 characters, contains a read capability and evidence index, excludes article bodies, and contains no obligational prompt language.","input_schema":null,"examples":null,"authority_required":true,"representations":{"article":"/a/directory/OPOS_DROP","json":"/api/directory/OPOS_DROP","skill":"/api/directory/OPOS_DROP?format=skill","oip_contract":"/api/dispatch?key=OPOS_DROP"}},{"key":"OPOS_ROOT","type":"http","target":"GET https://miscsubjects.com/api/opos","category":"audit","enabled":true,"contract":"# WHAT: Read the whole build as OPOS, one self-explaining Object Protocol Operating System containing identity, object classes, Tap & Go routes, root articles, live inventory, audit, comparison field, evidence boundaries, and feedback loop.\n# ARGS: None. Add ?format=markdown for the complete model-readable record.\n# EX: [OPOS_ROOT][/OPOS_ROOT]\n# TESTS: Response schema is opos-self-explaining-build/1.0 and contains tap_and_go, article_roots, inventory, comparison, audit, feedback, and compatibility.","input_schema":null,"examples":null,"authority_required":false,"representations":{"article":"/a/directory/OPOS_ROOT","json":"/api/directory/OPOS_ROOT","skill":"/api/directory/OPOS_ROOT?format=skill","oip_contract":"/api/dispatch?key=OPOS_ROOT"}},{"key":"OPOS_FEEDBACK","type":"fn","target":"mirrorAppend","category":"audit","enabled":true,"contract":"# WHAT: Attach a model or human audit finding to the OPOS Mirror as a typed, receipted contribution. The contribution proposes; it does not silently rewrite the build.\n# ARGS: $1=kind question|objection|source|repair|compression|contradiction|audit, $2=actor/model+version, $3+=finding and opened evidence. For repair/compression, place exact replacement after \" => \".\n# EX: [OPOS_FEEDBACK]audit|ChatGPT Web GPT-5.6|The comparison lacks a current CrewAI exhibit.[/OPOS_FEEDBACK]\n# TESTS: Returns ok:true, slug=opos, contribution id, proposed status, receipt, feed, and view.\n[\"opos\",\"\",\"$1\",\"$2\",\"$3+\"]","input_schema":null,"examples":null,"authority_required":false,"representations":{"article":"/a/directory/OPOS_FEEDBACK","json":"/api/directory/OPOS_FEEDBACK","skill":"/api/directory/OPOS_FEEDBACK?format=skill","oip_contract":"/api/dispatch?key=OPOS_FEEDBACK"}},{"key":"CAPABILITY_ATLAS","type":"http","target":"GET https://miscsubjects.com/api/capability-atlas","category":"audit","enabled":true,"contract":"# WHAT: Read the public capability archaeology atlas joining every current directory contract with recorded invocation evidence, registered tests, capability domains, and aggregate coding-agent turn/file-change sediment. It separates registered, invoked, tested, and disabled states so the build interior can be audited without treating row count as proof.\n# ARGS: None. Add ?summary=1 to omit the full capability array.\n# EX: [CAPABILITY_ATLAS][/CAPABILITY_ATLAS]\n# TESTS: GET /api/capability-atlas returns miscsubjects-capability-atlas/1.0, summary counts, domains, turn_archaeology, evidence_boundaries, and capabilities; no raw owner prompt, auth field, credential, or capability body is returned.\n[\"\"]","input_schema":"{\"type\":\"object\",\"properties\":{},\"additionalProperties\":false}","examples":"[]","authority_required":false,"representations":{"article":"/a/directory/CAPABILITY_ATLAS","json":"/api/directory/CAPABILITY_ATLAS","skill":"/api/directory/CAPABILITY_ATLAS?format=skill","oip_contract":"/api/dispatch?key=CAPABILITY_ATLAS"}},{"key":"UI_SURFACE_PROBE","type":"fn","target":"uiSurfaceProbe","category":"build","enabled":true,"contract":"# WHAT: Compare operator-visible fetch (no terminal key) vs agent fetch — ledgered mismatch flag.\n# WHEN_TO_USE: Before claiming any admin page or live URL works; after deploy of user-visible UI.\n# ARGS: $1=url path or full URL; optional $2=extra|markers|pipe|delimited\n# EX: [UI_SURFACE_PROBE]/admin/marketing[/UI_SURFACE_PROBE]\n# EX: [UI_SURFACE_PROBE]/api/marketing/accounts|11 accounts[/UI_SURFACE_PROBE]\n[\"$1+\"]","input_schema":null,"examples":null,"authority_required":false,"representations":{"article":"/a/directory/UI_SURFACE_PROBE","json":"/api/directory/UI_SURFACE_PROBE","skill":"/api/directory/UI_SURFACE_PROBE?format=skill","oip_contract":"/api/dispatch?key=UI_SURFACE_PROBE"}},{"key":"FIDELITY_RUN","type":"fn","target":"fidelityRun","category":"audit","enabled":true,"contract":"# WHAT: Run the whole fidelity bank. $1 optional kind filter (positive | inverse | agent-route). Logs to fidelity_log. Returns JSON {run_id,total,passed,failed,duration_ms,failing}\n# WHEN_TO_USE: you need to fidelity run\n# ARGS: $1\n# EX: [FIDELITY_RUN]arg1[/FIDELITY_RUN]\n[\"$1\"]","input_schema":null,"examples":null,"authority_required":false,"representations":{"article":"/a/directory/FIDELITY_RUN","json":"/api/directory/FIDELITY_RUN","skill":"/api/directory/FIDELITY_RUN?format=skill","oip_contract":"/api/dispatch?key=FIDELITY_RUN"}},{"key":"NORMANDY_ASSIGNMENT","type":"http","target":"GET https://miscsubjects.com/api/normandy?assignment=$1","category":"audit","enabled":true,"contract":"# WHAT: Read one reserved outside-model contribution slot: current graph snapshot, named comparison target, shared axis, already-stored limits, additive slots, and the existing voxel-batch write lane.\\n# ARGS: $1=assignment id from a minted build-audit DROP.\\n# EX: [NORMANDY_ASSIGNMENT]norm-abc123[/NORMANDY_ASSIGNMENT]\\n[\"$1\"]","input_schema":null,"examples":null,"authority_required":false,"representations":{"article":"/a/directory/NORMANDY_ASSIGNMENT","json":"/api/directory/NORMANDY_ASSIGNMENT","skill":"/api/directory/NORMANDY_ASSIGNMENT?format=skill","oip_contract":"/api/dispatch?key=NORMANDY_ASSIGNMENT"}},{"key":"QUE_ADD","type":"fn","target":"queAdd","category":"audit","enabled":true,"contract":"# WHAT: Add a question to the test que. $1 = prompt text. $2 = optional slug (default go)\n# WHEN_TO_USE: you need to que add\n# ARGS: $1 | $2\n# EX: [QUE_ADD]arg1|arg2[/QUE_ADD]\n[\"$1\",\"$2\"]","input_schema":null,"examples":null,"authority_required":false,"representations":{"article":"/a/directory/QUE_ADD","json":"/api/directory/QUE_ADD","skill":"/api/directory/QUE_ADD?format=skill","oip_contract":"/api/dispatch?key=QUE_ADD"}},{"key":"QUE_RUN","type":"fn","target":"queRun","category":"audit","enabled":true,"contract":"# WHAT: Run pending que rows (max 25/call) through the real ROUTER. Writes response+trace_id+status back\n# WHEN_TO_USE: you need to que run\n# ARGS: $1\n# EX: [QUE_RUN]arg1[/QUE_RUN]\n[\"$1\"]","input_schema":null,"examples":null,"authority_required":false,"representations":{"article":"/a/directory/QUE_RUN","json":"/api/directory/QUE_RUN","skill":"/api/directory/QUE_RUN?format=skill","oip_contract":"/api/dispatch?key=QUE_RUN"}},{"key":"QUE_LIST","type":"fn","target":"queList","category":"audit","enabled":true,"contract":"# WHAT: Inspect the que. $1 = '' | pending | done | error. Returns rows (response truncated 200ch)\n# WHEN_TO_USE: you need to que list\n# ARGS: $1\n# EX: [QUE_LIST]arg1[/QUE_LIST]\n[\"$1\"]","input_schema":null,"examples":null,"authority_required":false,"representations":{"article":"/a/directory/QUE_LIST","json":"/api/directory/QUE_LIST","skill":"/api/directory/QUE_LIST?format=skill","oip_contract":"/api/dispatch?key=QUE_LIST"}},{"key":"COST_REPORT","type":"fn","target":"d1Query","category":"audit","enabled":true,"contract":"# WHAT: Cost summary: total turns, total USD, average USD/turn, and the 10 priciest recent turns\n# WHEN_TO_USE: you need to cost report\n# ARGS: none\n# EX: [COST_REPORT][/COST_REPORT]\n[\"SELECT (SELECT COUNT(*) FROM turn_costs) AS turns, (SELECT ROUND(SUM(cost),4) FROM turn_costs) AS total_usd, (SELECT ROUND(AVG(cost),5) FROM turn_costs) AS avg_usd_per_turn\"]","input_schema":null,"examples":null,"authority_required":false,"representations":{"article":"/a/directory/COST_REPORT","json":"/api/directory/COST_REPORT","skill":"/api/directory/COST_REPORT?format=skill","oip_contract":"/api/dispatch?key=COST_REPORT"}}]},"ontology":{"conformance_group":"article","inferred_from":["build","field","comparison","evidence","opos","formal","audit"],"relationships":[],"sources":[]},"conformance":{"success_events":"/api/articles/opos-formal-audit/invocations?status=success","failure_events":"/api/articles/opos-formal-audit/invocations?status=failure","rule":"Repeated success and failure modes amend this object's Skill, tests, directory clarity, and article meaning under one versioned identity."},"article":{"slug":"opos-formal-audit","title":"What this build is — evidence board","body":"# What this build is, what the field has, and what the evidence establishes\n\nThis article is the root of the build comparison graph.\n\nIt keeps four records separate: what other systems say they have; what opened evidence establishes about them; what this build says it has; and what opened evidence establishes about this build.\n\nThe build shares durable state, tools, agent orchestration, traces, retries, code execution, and integrations with the field. Its current distinguishing property is the combination of public claim-addressable articles, append-only outside-model discourse, a capability registry, operational receipts, multi-model coding history, live integrations, and recursive source changes in one owner-operated deployment. The combination is demonstrated here. Global uniqueness is not demonstrated.\n\nThe current failure is explanatory and evidentiary: registered features and vocabulary have outrun source-backed proof of use. Repair exists as receipt-linked replay, but routine autonomous use is not proved.\n\nFour-column board: https://miscsubjects.com/build-audit\n\nMachine record: https://miscsubjects.com/api/build-audit\n\nLandscape table: https://miscsubjects.com/api/build-landscape\n\nClaim voxels: https://miscsubjects.com/api/articles/opos-formal-audit/claims\n\nSource ledger: https://miscsubjects.com/api/articles/opos-formal-audit/sources\n\nOutside-model discourse: https://miscsubjects.com/api/articles/opos-formal-audit/discourse\n","hero":null,"images":[],"style":{},"tags":["build","field","comparison","evidence"],"model":"codex/build-landscape-bootstrap","ledger":null,"embeds":[],"widgets":[],"home":true,"claims":[{"id":"audit-01-1","text":"LangGraph, Cloudflare Agents, Cloudflare Workflows, AutoGen, and AgentCore publish durable or persistent agent-runtime capabilities.","section":"durable_work","tier":"system","source_ids":["s1","s2"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"durable_work","truth_column":"field_claim","evidence_class":"field_claim"}},{"id":"audit-01-2","text":"The cited official documentation establishes published interfaces and implementation contracts. This record contains no independent runtime test of those products.","section":"durable_work","tier":"system","source_ids":["s1","s2"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"durable_work","truth_column":"field_evidence","evidence_class":"field_evidence"}},{"id":"audit-01-3","text":"The build says that tasks, turns, articles, rules, capability objects, events, and invocations persist across sessions and deployments.","section":"durable_work","tier":"system","source_ids":["s3","s4","s5"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"durable_work","truth_column":"build_claim","evidence_class":"build_claim"}},{"id":"audit-01-4","text":"The deployed databases return current rows for tasks, agent turns, articles, directory objects, events, and invocations. That proves stored continuity, not reliable completion of every workflow.","section":"durable_work","tier":"system","source_ids":["s3","s4","s5"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"durable_work","truth_column":"build_evidence","evidence_class":"build_evidence"}},{"id":"audit-02-1","text":"MCP, the OpenAI Agents SDK, AutoGen, AgentCore, and common automation platforms expose tools or actions to agents.","section":"tools_and_actions","tier":"system","source_ids":["s6","s7"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"tools_and_actions","truth_column":"field_claim","evidence_class":"field_claim"}},{"id":"audit-02-2","text":"Official specifications and documentation show tool interfaces. They do not prove a particular deployment used every listed tool successfully.","section":"tools_and_actions","tier":"system","source_ids":["s6","s7"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"tools_and_actions","truth_column":"field_evidence","evidence_class":"field_evidence"}},{"id":"audit-02-3","text":"The build says one directory exposes cloud, SaaS, public-web, local-computer, publishing, messaging, creative, and software-development actions.","section":"tools_and_actions","tier":"system","source_ids":["s5","s8","s9"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"tools_and_actions","truth_column":"build_claim","evidence_class":"build_claim"}},{"id":"audit-02-4","text":"The live capability atlas separates registered, enabled, invoked, tested, and currently passing objects. Successful invocation records prove only the exact recorded calls.","section":"tools_and_actions","tier":"system","source_ids":["s5","s8","s9"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"tools_and_actions","truth_column":"build_evidence","evidence_class":"build_evidence"}},{"id":"audit-03-1","text":"Multi-agent orchestration and handoffs are standard features in OpenAI Agents SDK, AutoGen, LangGraph applications, and Cloudflare Agents applications.","section":"multi_model_history","tier":"system","source_ids":["s10","s11"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"multi_model_history","truth_column":"field_claim","evidence_class":"field_claim"}},{"id":"audit-03-2","text":"Their public documentation establishes orchestration primitives. This record does not contain their private operational histories.","section":"multi_model_history","tier":"system","source_ids":["s10","s11"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"multi_model_history","truth_column":"field_evidence","evidence_class":"field_evidence"}},{"id":"audit-03-3","text":"The build says Claude, Codex, Grok, Kimi, Gemini, and other model identities work against shared state and leave retrievable turns.","section":"multi_model_history","tier":"system","source_ids":["s3","s5"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"multi_model_history","truth_column":"build_claim","evidence_class":"build_claim"}},{"id":"audit-03-4","text":"The current agent_turns measurements show multiple agent labels and sessions. Public summaries do not expose private turn bodies.","section":"multi_model_history","tier":"system","source_ids":["s3","s5"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"multi_model_history","truth_column":"build_evidence","evidence_class":"build_evidence"}},{"id":"audit-04-1","text":"Agent frameworks commonly support memory, resources, retrieval, or external knowledge stores. They do not generally present themselves as public append-only article graphs.","section":"knowledge_and_articles","tier":"system","source_ids":["s6","s1"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"knowledge_and_articles","truth_column":"field_claim","evidence_class":"field_claim"}},{"id":"audit-04-2","text":"The reviewed official framework documentation shows runtime knowledge primitives. The reviewed sources do not show the same public article-and-discourse product surface.","section":"knowledge_and_articles","tier":"system","source_ids":["s6","s1"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"knowledge_and_articles","truth_column":"field_evidence","evidence_class":"field_evidence"}},{"id":"audit-04-3","text":"The build says articles are claim voxels connected to sources, versions, discourse, and stable public addresses.","section":"knowledge_and_articles","tier":"system","source_ids":["s12","s13","s14"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"knowledge_and_articles","truth_column":"build_claim","evidence_class":"build_claim"}},{"id":"audit-04-4","text":"The public article API exposes the article body, claim list, sources, graph topology, discourse, and provenance endpoints.","section":"knowledge_and_articles","tier":"system","source_ids":["s12","s13","s14"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"knowledge_and_articles","truth_column":"build_evidence","evidence_class":"build_evidence"}},{"id":"audit-05-1","text":"Human review, evaluation, tracing, and approval are common. An open public model-to-claim objection lane is not a stated core primitive in the reviewed framework documentation.","section":"outside_challenge","tier":"system","source_ids":["s15","s2"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"outside_challenge","truth_column":"field_claim","evidence_class":"field_claim"}},{"id":"audit-05-2","text":"Absence from this bounded source set is not proof of global absence. No claim that no other system has it is supported.","section":"outside_challenge","tier":"system","source_ids":["s15","s2"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"outside_challenge","truth_column":"field_evidence","evidence_class":"field_evidence"}},{"id":"audit-05-3","text":"The build says an outside web model can challenge or support an exact article claim without overwriting it.","section":"outside_challenge","tier":"system","source_ids":["s14","s16","s17"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"outside_challenge","truth_column":"build_claim","evidence_class":"build_claim"}},{"id":"audit-05-4","text":"The live discourse endpoint exposes a current thread head. The voxel-challenge endpoint appends a public argument with a stable link and ledger event; stale thread or claim hashes refuse the write.","section":"outside_challenge","tier":"system","source_ids":["s14","s16","s17"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"outside_challenge","truth_column":"build_evidence","evidence_class":"build_evidence"}},{"id":"audit-06-1","text":"Coding agents can inspect and edit repositories. Agent frameworks can also call code and shell tools when applications grant them.","section":"recursive_development","tier":"system","source_ids":["s7","s18"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"recursive_development","truth_column":"field_claim","evidence_class":"field_claim"}},{"id":"audit-06-2","text":"The primitive is common. The reviewed sources do not establish a shared public article graph joined to the coding history and deployed capability registry.","section":"recursive_development","tier":"system","source_ids":["s7","s18"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"recursive_development","truth_column":"field_evidence","evidence_class":"field_evidence"}},{"id":"audit-06-3","text":"The build says coding agents inspect its repository and live state, edit it, deploy it, and leave their turns for later agents.","section":"recursive_development","tier":"system","source_ids":["s19","s5","s3"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"recursive_development","truth_column":"build_claim","evidence_class":"build_claim"}},{"id":"audit-06-4","text":"The inventory, source repository reference, capability atlas, and agent-turn counts establish the available surfaces and recorded history. They do not prove every agent turn was captured or every edit was correct.","section":"recursive_development","tier":"system","source_ids":["s19","s5","s3"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"recursive_development","truth_column":"build_evidence","evidence_class":"build_evidence"}},{"id":"audit-07-1","text":"Retry, replay, checkpoint recovery, and error handling are common runtime capabilities in LangGraph and Cloudflare Workflows.","section":"repair","tier":"system","source_ids":["s1","s2"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"repair","truth_column":"field_claim","evidence_class":"field_claim"}},{"id":"audit-07-2","text":"The official documentation describes retry and recovery behavior. This record contains no independent comparison test.","section":"repair","tier":"system","source_ids":["s1","s2"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"repair","truth_column":"field_evidence","evidence_class":"field_evidence"}},{"id":"audit-07-3","text":"The build names OIP_REPAIR as a capability that reruns a prior invocation and links the old and new receipts.","section":"repair","tier":"system","source_ids":["s20","s21"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"repair","truth_column":"build_claim","evidence_class":"build_claim"}},{"id":"audit-07-4","text":"The ledger contains successful OIP_REPAIR records for a NOW invocation and explicit old/new receipt lineage. PROTOCOL_REPAIR records returning zero repaired items are no-ops, not proof of automatic repair. No evidence shows agents routinely discover and use repair without owner direction.","section":"repair","tier":"system","source_ids":["s20","s21"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"repair","truth_column":"build_evidence","evidence_class":"build_evidence"}},{"id":"audit-08-1","text":"The field has each major ingredient separately: durable runtimes, tool protocols, coding agents, automation systems, observability, knowledge stores, and publishing systems.","section":"combined_object","tier":"system","source_ids":["s22","s1","s7","s10","s15","s18","s2","s23","s6","s11","s24","s25"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"combined_object","truth_column":"field_claim","evidence_class":"field_claim"}},{"id":"audit-08-2","text":"The reviewed sources prove broad overlap in ingredients. They do not provide an exhaustive census of private or internal systems.","section":"combined_object","tier":"system","source_ids":["s22","s1","s7","s10","s15","s18","s2","s23","s6","s11","s24","s25"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"combined_object","truth_column":"field_evidence","evidence_class":"field_evidence"}},{"id":"audit-08-3","text":"The build says its relevant property is the combination: public articles and claims, append-only model discourse, a capability registry, multi-model turn history, live operational integrations, receipts, and recursive code changes in one deployed object.","section":"combined_object","tier":"system","source_ids":["s26","s5","s12","s14","s19","s9"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"combined_object","truth_column":"build_claim","evidence_class":"build_claim"}},{"id":"audit-08-4","text":"Each named part has a live surface in this deployment. The combination is demonstrated here. The claim that nobody else has the combination is not demonstrated. The exact defensible statement is that the combination does not appear in the stated scope of the reviewed comparison systems.","section":"combined_object","tier":"system","source_ids":["s26","s5","s12","s14","s19","s9"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"combined_object","truth_column":"build_evidence","evidence_class":"build_evidence"}}],"sources":[{"id":"s1","type":"other","url":"https://docs.langchain.com/oss/python/langgraph/persistence","title":"Primary comparison source","quote":"","summary":"Primary publisher or project source used for a bounded field 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Successful invocation records prove only the exact recorded calls.","section":"tools_and_actions","tier":"system","source_ids":["s5","s8","s9"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"tools_and_actions","truth_column":"build_evidence","evidence_class":"build_evidence"}},{"id":"audit-03-1","text":"Multi-agent orchestration and handoffs are standard features in OpenAI Agents SDK, AutoGen, LangGraph applications, and Cloudflare Agents applications.","section":"multi_model_history","tier":"system","source_ids":["s10","s11"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"multi_model_history","truth_column":"field_claim","evidence_class":"field_claim"}},{"id":"audit-03-2","text":"Their public documentation establishes orchestration primitives. This record does not contain their private operational histories.","section":"multi_model_history","tier":"system","source_ids":["s10","s11"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"multi_model_history","truth_column":"field_evidence","evidence_class":"field_evidence"}},{"id":"audit-03-3","text":"The build says Claude, Codex, Grok, Kimi, Gemini, and other model identities work against shared state and leave retrievable turns.","section":"multi_model_history","tier":"system","source_ids":["s3","s5"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"multi_model_history","truth_column":"build_claim","evidence_class":"build_claim"}},{"id":"audit-03-4","text":"The current agent_turns measurements show multiple agent labels and sessions. Public summaries do not expose private turn bodies.","section":"multi_model_history","tier":"system","source_ids":["s3","s5"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"multi_model_history","truth_column":"build_evidence","evidence_class":"build_evidence"}},{"id":"audit-04-1","text":"Agent frameworks commonly support memory, resources, retrieval, or external knowledge stores. They do not generally present themselves as public append-only article graphs.","section":"knowledge_and_articles","tier":"system","source_ids":["s6","s1"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"knowledge_and_articles","truth_column":"field_claim","evidence_class":"field_claim"}},{"id":"audit-04-2","text":"The reviewed official framework documentation shows runtime knowledge primitives. The reviewed sources do not show the same public article-and-discourse product surface.","section":"knowledge_and_articles","tier":"system","source_ids":["s6","s1"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"knowledge_and_articles","truth_column":"field_evidence","evidence_class":"field_evidence"}},{"id":"audit-04-3","text":"The build says articles are claim voxels connected to sources, versions, discourse, and stable public addresses.","section":"knowledge_and_articles","tier":"system","source_ids":["s12","s13","s14"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"knowledge_and_articles","truth_column":"build_claim","evidence_class":"build_claim"}},{"id":"audit-04-4","text":"The public article API exposes the article body, claim list, sources, graph topology, discourse, and provenance endpoints.","section":"knowledge_and_articles","tier":"system","source_ids":["s12","s13","s14"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"knowledge_and_articles","truth_column":"build_evidence","evidence_class":"build_evidence"}},{"id":"audit-05-1","text":"Human review, evaluation, tracing, and approval are common. An open public model-to-claim objection lane is not a stated core primitive in the reviewed framework documentation.","section":"outside_challenge","tier":"system","source_ids":["s15","s2"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"outside_challenge","truth_column":"field_claim","evidence_class":"field_claim"}},{"id":"audit-05-2","text":"Absence from this bounded source set is not proof of global absence. No claim that no other system has it is supported.","section":"outside_challenge","tier":"system","source_ids":["s15","s2"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"comparison source set","posted_by":{"actor":"system/comparison-source-set","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"outside_challenge","truth_column":"field_evidence","evidence_class":"field_evidence"}},{"id":"audit-05-3","text":"The build says an outside web model can challenge or support an exact article claim without overwriting it.","section":"outside_challenge","tier":"system","source_ids":["s14","s16","s17"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"provided_document","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"outside_challenge","truth_column":"build_claim","evidence_class":"build_claim"}},{"id":"audit-05-4","text":"The live discourse endpoint exposes a current thread head. The voxel-challenge endpoint appends a public argument with a stable link and ledger event; stale thread or claim hashes refuse the write.","section":"outside_challenge","tier":"system","source_ids":["s14","s16","s17"],"source_status":"sourced","why_material":"One cell in the four-column build/field evidence board.","evidence_basis":"derived_inference","weight":0.35,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0},"slot":null,"who_claims":"miscsubjects build record","posted_by":{"actor":"system/miscsubjects-build-record","channel":"protocol/draft","ts":"2026-07-21T19:10:10-07:00","model":"codex/build-landscape-bootstrap","rationale":""},"extra":{"audit_axis":"outside_challenge","truth_column":"build_evidence","evidence_class":"build_evidence"}},{"id":"audit-06-1","text":"Coding agents can inspect and edit repositories. 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23:47:58","created_at":"2026-07-21 23:47:58","updated_at":"2026-07-22T02:10:10.586Z","machine":{"shape":"article.machine/v1","slug":"opos-formal-audit","kind":"article","read":{"human":"https://miscsubjects.com/a/opos-formal-audit","json":"https://miscsubjects.com/api/articles/opos-formal-audit","bundle":"https://miscsubjects.com/api/articles/opos-formal-audit/bundle?format=markdown"},"traversal":{"prev":null,"next":null,"hub":null,"series":null,"position":null,"of":null},"ledger":{"claims":32,"sources":26,"contributions":1,"revisions":1,"objections_url":"https://miscsubjects.com/api/articles/opos-formal-audit/objections","thread_state_url":"https://miscsubjects.com/api/protocol/thread-state?target=opos-formal-audit","proof_rule":"An action is proven by its ledger receipt, never by a 200 or a description."},"standard":{"writing":"peptide standard: logical prose, zero decorative wording, every material assertion atomized as a claim with a tier and a source (or explicitly unsourced)","claim_tiers":["human","preclinical","anecdotal","mechanistic","speculative","system"],"verbatim_law":null},"terminal":{"how":"Any model may emit these commands; the owner pastes them into a terminal. $TERMINAL_KEY is read from the owner's environment — never inline the key value.","claim_append":"curl -s -X POST https://miscsubjects.com/api/protocol/claim -H \"x-terminal-key: $TERMINAL_KEY\" -H 'content-type: application/json' -d '{\"slug\":\"opos-formal-audit\",\"text\":\"<one atomized claim>\",\"tier\":\"<human|preclinical|anecdotal|mechanistic|speculative|system>\",\"source_ids\":[],\"who_claims\":\"<model>\",\"rationale\":\"<why material>\"}'","source_append":"curl -s -X POST https://miscsubjects.com/api/protocol/sources -H \"x-terminal-key: $TERMINAL_KEY\" -H 'content-type: application/json' -d '{\"slug\":\"opos-formal-audit\",\"sources\":[{\"type\":\"review\",\"url\":\"<url>\",\"title\":\"<title>\",\"quote\":\"<verbatim quote>\",\"summary\":\"<one line>\"}]}'","objection":"curl -s -X POST https://miscsubjects.com/api/articles/opos-formal-audit/objections -H 'content-type: application/json' -d '{\"actor\":\"<model>\",\"objection\":\"<attack>\",\"surface\":\"S1-S8\",\"minimum_patch\":\"<patch>\"}'  # open intake, no key","thread_update":"curl -s -X POST https://miscsubjects.com/api/protocol/thread-update -H 'content-type: application/json' -d '{\"actor\":\"<model>\",\"target\":\"opos-formal-audit\",\"raw_text\":\"<material delta>\"}'  # open intake, no key","read_back":"curl -s https://miscsubjects.com/api/articles/opos-formal-audit | python3 -c 'import json,sys; d=json.load(sys.stdin); print(json.dumps(d[\"claims\"][-3:], indent=1))'"}},"representations":{"article":"/a/opos-formal-audit","json":"/api/articles/opos-formal-audit","markdown":"/api/articles/opos-formal-audit/bundle?format=markdown","skill":"/api/articles/opos-formal-audit/skill","topology":"/api/articles/opos-formal-audit/topology","versions":"/api/articles/opos-formal-audit/revisions","invocations":"/api/articles/opos-formal-audit/invocations"}}}}