# Pitfall Log

Project: microsoft/autogen

Summary: Found 31 structured pitfall item(s), including 10 high/blocking item(s). Top priority: Installation risk - Installation risk requires verification.

## 1. Installation risk - Installation risk requires verification

- Severity: high
- Evidence strength: source_linked
- Finding: Project evidence flags a installation risk. Review the linked source before relying on this workflow.
- User impact: May increase setup, validation, or first-run risk for the user.
- Evidence: community_evidence:github | https://github.com/microsoft/autogen/issues/4564

## 2. Installation risk - Installation risk requires verification

- Severity: high
- Evidence strength: source_linked
- Finding: Project evidence flags a installation risk. Review the linked source before relying on this workflow.
- User impact: May increase setup, validation, or first-run risk for the user.
- Evidence: community_evidence:github | https://github.com/microsoft/autogen/issues/7487

## 3. Configuration risk - Configuration risk requires verification

- Severity: high
- Evidence strength: source_linked
- Finding: Project evidence flags a configuration risk. Review the linked source before relying on this workflow.
- User impact: May increase setup, validation, or first-run risk for the user.
- Evidence: community_evidence:github | https://github.com/microsoft/autogen/issues/7748

## 4. Security or permission risk - Security or permission risk requires verification

- Severity: high
- Evidence strength: source_linked
- Finding: Developers should check this security_permissions risk before relying on the project: Cryptographic governance layer for AutoGen distributed agent runtime
- User impact: Developers may expose sensitive permissions or credentials: Cryptographic governance layer for AutoGen distributed agent runtime
- Evidence: failure_mode_cluster:github_issue | https://github.com/microsoft/autogen/issues/7372

## 5. Security or permission risk - Security or permission risk requires verification

- Severity: high
- Evidence strength: source_linked
- Finding: Project evidence flags a security or permission risk. Review the linked source before relying on this workflow.
- User impact: May increase setup, validation, or first-run risk for the user.
- Evidence: community_evidence:github | https://github.com/microsoft/autogen/issues/7372

## 6. Security or permission risk - Security or permission risk requires verification

- Severity: high
- Evidence strength: source_linked
- Finding: Project evidence flags a security or permission risk. Review the linked source before relying on this workflow.
- User impact: May increase setup, validation, or first-run risk for the user.
- Evidence: community_evidence:github | https://github.com/microsoft/autogen/issues/7321

## 7. Security or permission risk - Security or permission risk requires verification

- Severity: high
- Evidence strength: source_linked
- Finding: Project evidence flags a security or permission risk. Review the linked source before relying on this workflow.
- User impact: May increase setup, validation, or first-run risk for the user.
- Evidence: community_evidence:github | https://github.com/microsoft/autogen/issues/7875

## 8. Security or permission risk - Security or permission risk requires verification

- Severity: high
- Evidence strength: source_linked
- Finding: Project evidence flags a security or permission risk. Review the linked source before relying on this workflow.
- User impact: May increase setup, validation, or first-run risk for the user.
- Evidence: community_evidence:github | https://github.com/microsoft/autogen/issues/7770

## 9. Security or permission risk - Security or permission risk requires verification

- Severity: high
- Evidence strength: source_linked
- Finding: Project evidence flags a security or permission risk. Review the linked source before relying on this workflow.
- User impact: May increase setup, validation, or first-run risk for the user.
- Evidence: community_evidence:github | https://github.com/microsoft/autogen/issues/7265

## 10. Security or permission risk - Security or permission risk requires verification

- Severity: high
- Evidence strength: source_linked
- Finding: Project evidence flags a security or permission risk. Review the linked source before relying on this workflow.
- User impact: May increase setup, validation, or first-run risk for the user.
- Evidence: community_evidence:github | https://github.com/microsoft/autogen/issues/7356

## 11. Installation risk - Installation risk requires verification

- Severity: medium
- Evidence strength: source_linked
- Finding: Developers should check this installation risk before relying on the project: python-v0.6.2
- User impact: Upgrade or migration may change expected behavior: python-v0.6.2
- Evidence: failure_mode_cluster:github_release | https://github.com/microsoft/autogen/releases/tag/python-v0.6.2

## 12. Installation risk - Installation risk requires verification

- Severity: medium
- Evidence strength: source_linked
- Finding: Developers should check this installation risk before relying on the project: python-v0.7.1
- User impact: Upgrade or migration may change expected behavior: python-v0.7.1
- Evidence: failure_mode_cluster:github_release | https://github.com/microsoft/autogen/releases/tag/python-v0.7.1

## 13. Installation risk - Installation risk requires verification

- Severity: medium
- Evidence strength: source_linked
- Finding: Developers should check this installation risk before relying on the project: 🔗 New Integration: AgentFolio — Agent Identity, Trust & Reputation Tools
- User impact: Developers may fail before the first successful local run: 🔗 New Integration: AgentFolio — Agent Identity, Trust & Reputation Tools
- Evidence: failure_mode_cluster:github_issue | https://github.com/microsoft/autogen/issues/7356

## 14. Configuration risk - Configuration risk requires verification

- Severity: medium
- Evidence strength: source_linked
- Finding: Developers should check this configuration risk before relying on the project: Feature proposal: Backpressure contract declarations for multi-agent coordination
- User impact: Developers may misconfigure credentials, environment, or host setup: Feature proposal: Backpressure contract declarations for multi-agent coordination
- Evidence: failure_mode_cluster:github_issue | https://github.com/microsoft/autogen/issues/7321

## 15. Configuration risk - Configuration risk requires verification

- Severity: medium
- Evidence strength: source_linked
- Finding: Developers should check this configuration risk before relying on the project: Memory Proposal
- User impact: Developers may misconfigure credentials, environment, or host setup: Memory Proposal
- Evidence: failure_mode_cluster:github_issue | https://github.com/microsoft/autogen/issues/4564

## 16. Configuration risk - Configuration risk requires verification

- Severity: medium
- Evidence strength: source_linked
- Finding: Developers should check this configuration risk before relying on the project: Mycelium Trails — post-execution accountability receipts for AutoGen agents (notification)
- User impact: Developers may misconfigure credentials, environment, or host setup: Mycelium Trails — post-execution accountability receipts for AutoGen agents (notification)
- Evidence: failure_mode_cluster:github_issue | https://github.com/microsoft/autogen/issues/7658

## 17. Configuration risk - Configuration risk requires verification

- Severity: medium
- Evidence strength: source_linked
- Finding: Developers should check this configuration risk before relying on the project: Proposal: Agent-to-Agent Commerce Integration via Merxex
- User impact: Developers may misconfigure credentials, environment, or host setup: Proposal: Agent-to-Agent Commerce Integration via Merxex
- Evidence: failure_mode_cluster:github_issue | https://github.com/microsoft/autogen/issues/7612

## 18. Configuration risk - Configuration risk requires verification

- Severity: medium
- Evidence strength: source_linked
- Finding: Developers should check this configuration risk before relying on the project: Proposal: Goldshine Protocol: A Decentralized Global Capability Delivery Network Based on Agent Encapsulation — Semantic Agent Discovery for AutoGen Multi-Agent Networks
- User impact: Developers may misconfigure credentials, environment, or host setup: Proposal: Goldshine Protocol: A Decentralized Global Capability Delivery Network Based on Agent Encapsulation — Semantic Agent Discovery for AutoGen Multi-Agent Networks
- Evidence: failure_mode_cluster:github_issue | https://github.com/microsoft/autogen/issues/7875

## 19. Configuration risk - Configuration risk requires verification

- Severity: medium
- Evidence strength: source_linked
- Finding: Developers should check this configuration risk before relying on the project: RFC: Cross-agent shared memory store with on-demand capsule recall (agent/group/global scopes)
- User impact: Developers may misconfigure credentials, environment, or host setup: RFC: Cross-agent shared memory store with on-demand capsule recall (agent/group/global scopes)
- Evidence: failure_mode_cluster:github_issue | https://github.com/microsoft/autogen/issues/7748

## 20. Configuration risk - Configuration risk requires verification

- Severity: medium
- Evidence strength: source_linked
- Finding: Developers should check this configuration risk before relying on the project: Safety Report: AI Agent Guardrails Do Not Work — 56-Day Proof (06K Loss)
- User impact: Developers may misconfigure credentials, environment, or host setup: Safety Report: AI Agent Guardrails Do Not Work — 56-Day Proof (06K Loss)
- Evidence: failure_mode_cluster:github_issue | https://github.com/microsoft/autogen/issues/7770

## 21. Configuration risk - Configuration risk requires verification

- Severity: medium
- Evidence strength: source_linked
- Finding: Developers should check this configuration risk before relying on the project: python-v0.7.2
- User impact: Upgrade or migration may change expected behavior: python-v0.7.2
- Evidence: failure_mode_cluster:github_release | https://github.com/microsoft/autogen/releases/tag/python-v0.7.2

## 22. Capability evidence risk - Capability evidence risk requires verification

- Severity: medium
- Evidence strength: source_linked
- Finding: README/documentation is current enough for a first validation pass.
- User impact: May increase setup, validation, or first-run risk for the user.
- Evidence: capability.assumptions | https://github.com/microsoft/autogen

## 23. Maintenance risk - Maintenance risk requires verification

- Severity: medium
- Evidence strength: source_linked
- Finding: Developers should check this migration risk before relying on the project: python-v0.6.4
- User impact: Upgrade or migration may change expected behavior: python-v0.6.4
- Evidence: failure_mode_cluster:github_release | https://github.com/microsoft/autogen/releases/tag/python-v0.6.4

## 24. Maintenance risk - Maintenance risk requires verification

- Severity: medium
- Evidence strength: source_linked
- Finding: Project evidence flags a maintenance risk. Review the linked source before relying on this workflow.
- User impact: May increase setup, validation, or first-run risk for the user.
- Evidence: evidence.maintainer_signals | https://github.com/microsoft/autogen

## 25. Security or permission risk - Security or permission risk requires verification

- Severity: medium
- Evidence strength: source_linked
- Finding: no_demo
- User impact: May increase setup, validation, or first-run risk for the user.
- Evidence: downstream_validation.risk_items | https://github.com/microsoft/autogen

## 26. Security or permission risk - Security or permission risk requires verification

- Severity: medium
- Evidence strength: source_linked
- Finding: no_demo
- User impact: May increase setup, validation, or first-run risk for the user.
- Evidence: risks.scoring_risks | https://github.com/microsoft/autogen

## 27. Capability evidence risk - Capability evidence risk requires verification

- Severity: low
- Evidence strength: source_linked
- Finding: Developers should check this capability risk before relying on the project: Multi-agent systems need a 'mission keeper' role — not a Boss Agent, but a dedicated goal integrity node
- User impact: Developers may hit a documented source-backed failure mode: Multi-agent systems need a 'mission keeper' role — not a Boss Agent, but a dedicated goal integrity node
- Evidence: failure_mode_cluster:github_issue | https://github.com/microsoft/autogen/issues/7487

## 28. Runtime risk - Runtime risk requires verification

- Severity: low
- Evidence strength: source_linked
- Finding: Developers should check this performance risk before relying on the project: Proposal: AgentOS — A Registry + Compiler Architecture for Deterministic Multi-Agent Coordination
- User impact: Developers may hit a documented source-backed failure mode: Proposal: AgentOS — A Registry + Compiler Architecture for Deterministic Multi-Agent Coordination
- Evidence: failure_mode_cluster:github_issue | https://github.com/microsoft/autogen/issues/7849

## 29. Runtime risk - Runtime risk requires verification

- Severity: low
- Evidence strength: source_linked
- Finding: Developers should check this performance risk before relying on the project: [Question] Practical reliability patterns for multi-agent production
- User impact: Developers may hit a documented source-backed failure mode: [Question] Practical reliability patterns for multi-agent production
- Evidence: failure_mode_cluster:github_issue | https://github.com/microsoft/autogen/issues/7265

## 30. Maintenance risk - Maintenance risk requires verification

- Severity: low
- Evidence strength: source_linked
- Finding: issue_or_pr_quality=unknown。
- User impact: May increase setup, validation, or first-run risk for the user.
- Evidence: evidence.maintainer_signals | https://github.com/microsoft/autogen

## 31. Maintenance risk - Maintenance risk requires verification

- Severity: low
- Evidence strength: source_linked
- Finding: release_recency=unknown。
- User impact: May increase setup, validation, or first-run risk for the user.
- Evidence: evidence.maintainer_signals | https://github.com/microsoft/autogen