Verifiable receipt eca97ffd - pdf_extract result | Zambo

Verifiable receipt for a pdf_extract call on Zambo: {"url":"https://community.openai.com/t/building-mia-ai-making-ai-agent-execution-visible-reliable-and-safe/1

Observed result

{"url":"https://community.openai.com/t/building-mia-ai-making-ai-agent-execution-visible-reliable-and-safe/1404516","content_type":"text/html","word_count":697,"extracted_text":"Building 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."}

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Committed provenance claim

EXECUTED BY ZAMBO

The metadata claim is consistent with the verified receipt bytes; issuer is not authenticated.

Receipt ID
eca97ffd-dcf5-46f7-b596-db89c63e57af
SHA-256 output hash
sha256:fccd3d1a1810a40591cd540afad7463726b0c4fb0a551bc85e3f920fa243128c
Canonical bytes
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
Timestamp

Bound call context

Receipt schema
0.4
Tool name
pdf_extract
Tool version
4.0.0
Permission scope
public
Caller type
anonymous
Caller ID
sha256:12284cd3e8c17615801c34b0c3b413c5f8e44ff7d231e7cb8b62fe965e9c3816
Declared side effects
none
Side-effects schema
zambo-side-effects/1
Declaration hash
sha256:45aad38f3aa982b9aafe92ecb416ebe98791eddbaf8ab6df0bd08605b7c1bfee

This records what the server-side tool contract declared at call time. It does not independently verify that a downstream side effect happened.

Bound upstream evidence

Status
no_upstream_bytes_captured
Evidence SHA-256
unavailable
Byte length
unavailable

Neutral Nostr anchor

Event ID
ee8aca044515d6b4336cff97f1697248187b2373d75368fc1f36f0645023e26b
Anchor status
partial
Public key
e13475107d30c918ec664adf2ab1141024a22fb35190f82c9e933704fa49af41

Relay hints: wss://relay.damus.io · wss://nos.lol · wss://relay.primal.net

Schema: zambo-receipt-anchor/1

Anchor 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"}

Anchor status "partial": Published to some configured relay targets; publication was not confirmed by every configured relay.

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