{"api_version":2,"receipt_profile":"zambo-hosted-receipt/1","schema_url":"https://zambo.dev/aer-1/hosted-profile.schema.json","id":"eca97ffd-dcf5-46f7-b596-db89c63e57af","source_url":"https://zambo.dev/api/receipt/eca97ffd-dcf5-46f7-b596-db89c63e57af","receipt":{"id":"eca97ffd-dcf5-46f7-b596-db89c63e57af","created_at":"2026-10-09T23:12:29.337Z","receipt_schema_version":"0.4","job_summary":"MCP tool execution: 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Mia AI: Making AI-Agent Execution Visible, Reliable, and Safe - Use cases and examples - OpenAI Developer Community\\n\\n= 40rem)\\\" rel=\\\"stylesheet\\\" data-target=\\\"chat_desktop\\\"  />\\n\\n= 40rem)\\\" rel=\\\"stylesheet\\\" data-target=\\\"discourse-ai_desktop\\\"  />\\n\\n= 40rem)\\\" rel=\\\"stylesheet\\\" data-target=\\\"discourse-gamification_desktop\\\"  />\\n\\n= 40rem)\\\" rel=\\\"stylesheet\\\" data-target=\\\"discourse-reactions_desktop\\\"  />\\n\\n= 40rem)\\\" rel=\\\"stylesheet\\\" data-target=\\\"poll_desktop\\\"  />\\n\\nOpenAI Developer Community\\n\\nBuilding Mia AI: Making AI-Agent Execution Visible, Reliable, and Safe\\n\\nChatGPT\\n\\nUse cases and examples\\n\\nchatgpt ,\\n\\nplugin-development ,\\n\\napi ,\\n\\nagents\\n\\nabdelshafyclapps\\n\\nOctober 8, 2026, 11:56pm\\n\\n1\\n\\nSuggested tags:  agents, API, tools, orchestration (select the closest available tags).\\n\\nHello OpenAI Developer Community,\\n\\nI’m building  Mia AI , a visual AI workspace designed to make working with AI agents more intuitive, transparent, and useful.\\n\\nThe idea is to give users more than a chatbox. Mia should help them describe a goal, break it into actionable steps, coordinate digital tools, show what is happening during execution, and explain the final results.\\n\\nI’m especially interested in solving a few engineering challenges:\\n\\nReliable execution:  How should an agent plan and execute multi-step digital tasks without losing state?\\n\\nTool integration:  What patterns work best for connecting APIs, GitHub, and other external tools?\\n\\nTransparency:  How can the interface show genuine task progress, tool calls, failures, and outcomes rather than simulated activity?\\n\\nSafety and control:  How should permissions, human approvals, retries, and audit logs be designed for actions with real-world consequences?\\n\\nMy goal is to build an agent experience that is genuinely capable, fast, precise, and extensible, while keeping users in control of consequential actions.\\n\\nProject:\\n\\nI’d appreciate feedback from developers working with OpenAI APIs and agentic systems.  Which architecture patterns, APIs, or open-source projects would you recommend studying to build this reliably in production?\\n\\nI’d also welcome constructive feedback on the user experience and how to make the transition from conversational intent to real, verifiable execution better.\\n\\nThank you!\\n\\nDaareek\\n\\nOctober 9, 2026, 12:07pm\\n\\n2\\n\\nOne pattern that has helped us a lot is to treat execution as a sequence of verifiable state transitions rather than a stream of agent narration.\\n\\nFor each meaningful step we try to keep:\\n\\nthe intended action,\\n\\nthe observed tool/result,\\n\\nthe current interpretation,\\n\\nthe durable checkpoint,\\n\\nand the exact next allowed step.\\n\\nThat gives the UI something real to show. Instead of “working…” it can display states such as:\\n\\nplanned → authorized → executing → effect observed → postcondition verified\\n\\nor, on failure:\\n\\nexecuting → partial effect observed → recovery required\\n\\nThis also changes how retries should work. We do not want “retry the whole agent.” We want “resume from the last verified durable tran\",\"summary\":\"- **Project Overview (Oct 8 2026)** – Daareek is building **Mia AI**, a visual AI workspace that lets users set a goal, decompose it into actionable steps, orchestrate digital tools, and view the entire execution process in real time.  \\n- **Core Engineering Challenges** – The main pain points identified are:  \\n  1. **Reliable execution** (maintaining state across multi‑step tasks)  \\n  2. **Tool integration** (connecting APIs, GitHub, etc.)  \\n  3. **Transparency** (displaying real tool calls, failures, and outcomes instead of “working…” placeholders)  \\n  4. **Safety & control** (permissions, human approvals, retries, audit logs for consequential actions).  \\n- **Proposed Architecture Pattern** – Treat execution as a **sequence of verifiable state transitions**:  \\n  - Each step records the intended action, observed result, current interpretation, durable checkpoint,\",\"note\":\"Text truncated to 3000 chars. Full document is 4892 chars.\"}","result_preview_integrity":"display_only_not_committed","result_preview_truncated":false,"free_used":0,"free_remaining":20,"free_limit":20,"signal_handle":null,"tool":{"name":"pdf_extract","version":"4.0.0","scope":"public"},"caller":{"type":"anonymous","id":"sha256:12284cd3e8c17615801c34b0c3b413c5f8e44ff7d231e7cb8b62fe965e9c3816"},"side_effects":{"declared":["none"],"schema_version":"zambo-side-effects/1","declaration_hash":"sha256:45aad38f3aa982b9aafe92ecb416ebe98791eddbaf8ab6df0bd08605b7c1bfee"},"evidence_sha256":null,"evidence_url":null,"evidence_byte_length":null,"evidence_content_type":null,"evidence_source_url":null,"evidence_status":"no_upstream_bytes_captured","external_evidence":[],"provenance":null,"provenance_class":"EXECUTED BY ZAMBO","metadata_hash":"sha256:d19f6bc8ab3e3deb1b7a929c02dc93bf08624e3e3802fca3f26b6174c4bd72e3","anchor":{"event_id":"ee8aca044515d6b4336cff97f1697248187b2373d75368fc1f36f0645023e26b","pubkey":"e13475107d30c918ec664adf2ab1141024a22fb35190f82c9e933704fa49af41","relays":["wss://relay.damus.io","wss://nos.lol","wss://relay.primal.net"],"status":"partial","published_at":"2026-10-09T23:12:31.524Z","schema_version":"zambo-receipt-anchor/1","envelope":{"anchored_at":"2026-10-09T23:12:29.337Z","evidence_url":null,"receipt_uuid":"eca97ffd-dcf5-46f7-b596-db89c63e57af","output_sha256":"sha256:fccd3d1a1810a40591cd540afad7463726b0c4fb0a551bc85e3f920fa243128c","schema_version":"zambo-receipt-anchor/1","evidence_sha256":null,"evidence_byte_length":null},"envelope_bytes":"{\"anchored_at\":\"2026-10-09T23:12:29.337Z\",\"evidence_byte_length\":null,\"evidence_sha256\":null,\"evidence_url\":null,\"output_sha256\":\"sha256:fccd3d1a1810a40591cd540afad7463726b0c4fb0a551bc85e3f920fa243128c\",\"receipt_uuid\":\"eca97ffd-dcf5-46f7-b596-db89c63e57af\",\"schema_version\":\"zambo-receipt-anchor/1\"}"},"receipt_profile":"zambo-hosted-receipt/1","schema_url":"https://zambo.dev/aer-1/hosted-profile.schema.json","api_version":1,"verification_scope":"separate_sha256_commitment_and_provenance_binding_checks","checks":{"commitment_matches":{"label":"SHA-256 commitment","passed":true,"status":"pass","detail":"The exact decoded canonical bytes match the stored SHA-256 output hash."},"canonical_payload_matches":{"label":"Canonical payload reconstruction","passed":true,"status":"pass","detail":"The stored output and known call context reconstruct the exact canonical bytes."},"provenance_binding":{"label":"Provenance claim binding","status":"pass","passed":true,"detail":"The metadata claim is consistent with the verified receipt bytes; issuer is not authenticated."},"metadata_binding":{"label":"AER-1 metadata hash","status":"pass","passed":true,"detail":"metadata_hash matches the canonical metadata block."},"signature":{"label":"Ed25519 signature (not checked)","passed":false,"status":"not_checked","detail":"No Ed25519 signature or pinned signing key was checked."},"chain":{"label":"Receipt chain (not checked)","passed":false,"status":"not_checked","detail":"No append-only receipt-chain proof was checked."},"issued_by_zambo_dev":{"label":"Issuer authentication","passed":false,"status":"not_checked","detail":"A zambo.dev receipt URL does not authenticate the issuer; no pinned signature or trusted issuer key was checked."},"immutable_log_timestamp":{"label":"Stored timestamp","passed":true,"timestamp":"2026-10-09T23:12:29.337Z","detail":"The receipt store reports 2026-10-09T23:12:29.337Z; immutability is not checked here."},"receipt_schema_version":"0.4","signature_valid":{"label":"Ed25519 signature (not checked)","passed":false,"status":"not_checked","detail":"Compatibility field only. No Ed25519 signature was checked; use API v2 checks.commitment_matches for the SHA-256 commitment."},"chain_valid":{"label":"Receipt chain (not checked)","passed":false,"status":"not_checked","detail":"This endpoint does not verify an append-only chain."}}},"verification_status":"verified","checks":{"commitment_matches":{"status":"pass","passed":true,"expected_hash":"sha256:fccd3d1a1810a40591cd540afad7463726b0c4fb0a551bc85e3f920fa243128c","computed_hash":"sha256:fccd3d1a1810a40591cd540afad7463726b0c4fb0a551bc85e3f920fa243128c","detail":"SHA-256 of the exact decoded canonical bytes matches output_hash."},"canonical_payload_matches":{"label":"Canonical payload reconstruction","passed":true,"status":"pass","detail":"The stored output and known call context reconstruct the exact canonical bytes."},"provenance_binding":{"label":"Provenance claim binding","status":"pass","passed":true,"detail":"The metadata claim is consistent with the verified receipt bytes; issuer is not authenticated."},"metadata_binding":{"label":"AER-1 metadata hash","status":"pass","passed":true,"detail":"metadata_hash matches the canonical metadata block."},"issuer_authentication":{"label":"Issuer authentication","passed":false,"status":"not_checked","detail":"A zambo.dev receipt URL does not authenticate the issuer; no pinned signature or trusted issuer key was checked."},"signature":{"status":"not_checked","detail":"No Ed25519 signature or pinned signing key is supplied."},"schema":{"status":"not_checked","detail":"Schema conformance is left to the client using the linked hosted-profile schema."},"chain":{"status":"not_checked","detail":"This endpoint does not verify an append-only receipt chain."}}}