Cygnux-Labs/Tracekit

Coding agents: hooks for jcode about 16 hours ago

help wanted good first issue

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Policy speed: a loop's values are read one by one since 1.5.3 (a 1,000-file loop 3.4 ms to 31 ms) about 18 hours ago

help wanted

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Coding agents: a plugin for gptme about 18 hours ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

TK-D002 denies data reads of a download (curl into grep, jq, or python -c), not only running it about 23 hours ago

help wanted

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Policy: writing or publishing model weights waits for a person about 23 hours ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Policy: TK-F015 reads OpenCode's config folder written as $XDG_CONFIG_HOME about 23 hours ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Coding agents: hooks for OpenHands (CLI and SDK) about 23 hours ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Dev: a dev container, so a first pull request can start in Codespaces 1 day ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Coding agents: hooks for Open Interpreter (a Codex fork) 1 day ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Framework integrations: an approver for Inspect AI 1 day ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Agent harnesses: a plugin for OpenClaw 1 day ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Policy: editing a PowerShell profile is a harness setting (TK-F009, TK-F015) 1 day ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Coding agents: hooks for Devin CLI and Devin Desktop (formerly Windsurf) 1 day ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Coding agents: an extension for Pi (earendil-works/pi) 1 day ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Coding agents: hooks for Cline (VS Code extension and CLI) 1 day ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Policy: reading Kubernetes and Vault secret values waits for a person 2 days ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Policy: wiping a disk or a filesystem waits for a person (dd to a block device, mkfs, shred, wipefs) 2 days ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Policy: deleting or locking a system folder is denied, as deleting root or home is 2 days ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Policy: adding a login, a setuid shell or a reverse shell that runs at startup waits for a person 2 days ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Policy: driving the Docker API through its socket, or a cgroup release_agent, waits for a person 2 days ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

TK-C010: hold the other common ways to switch off AWS detection 2 days ago

enhancement good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

CI: run the Vercel AI resume example end to end in the TypeScript job 2 days ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Policy: turning off AWS audit logging (CloudTrail, GuardDuty, Config) waits for a person 2 days ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Tests: name the right variable per OS in the real-home guard's message 2 days ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

doctor: say a data dir not made yet "will be on" its file system, not "is on" 2 days ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Codex: check whether a person can approve a held call from inside the Codex session, and if so give the held line that form 2 days ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Gemini CLI: check whether a `!` line runs as the person, and if so give the held line that form 2 days ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Qwen Code on native Windows: write a hook command cmd.exe can run 3 days ago

help wanted

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Coding agents: hooks for Kilo Code (built on OpenCode) 3 days ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Example (TypeScript): approve a held Vercel AI SDK call and resume it in another process 3 days ago

good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

CI: the test jobs take 30-58 minutes and are close to their 60-minute limit 3 days ago

enhancement help wanted

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Policy: framework commands that drop or reset a database wait for a person 3 days ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

tracekit audit: read Codex session rollouts 3 days ago

enhancement help wanted

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

CI: run the CrewAI example against real CrewAI (a job like strands) 3 days ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

tracekit audit: replay your coding agents' past tool calls through the policy and report what it would have held 3 days ago

enhancement help wanted

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Policy: deleting CI workflows, or writing one that sends a secret out, waits for a person 3 days ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Example: a CrewAI crew on the dev signer (examples/v2/crewai) 3 days ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Coding agents: hooks for GitHub Copilot CLI 4 days ago

enhancement help wanted

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Policy: deleting Docker or Podman volumes waits for a person 6 days ago

good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

GitHub Action: verify v2 bundles against a pinned trust file (`trust:` input) 6 days ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Integrations: warn when a hand-wired framework isn't the version Tracekit is tested with 7 days ago

good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Demo: `tracekit demo --agent goose` and `--agent opencode` 8 days ago

good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Write an independent verifier in Go or Rust from the format v2 spec 8 days ago

help wanted

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Hook: the held-call line shows a stray '.;' after the rule's reason 8 days ago

good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

CLI: `tracekit approvals list --json` and `show --json` 9 days ago

good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Policy: deleting repository secrets or branch protection through gh waits for a person 9 days ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Coding agents: hooks for Factory Droid 9 days ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Run Tracekit on an open-source agent and report what broke 10 days ago

good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Qwen Code: record only the prompts the person typed, not tool-result continuations 10 days ago

help wanted

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Policy: TK-F009 and TK-F015 should cover Qwen Code's settings 10 days ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Doctor: check that Codex, Cursor, Gemini CLI and goose hooks name their event and wait long enough 10 days ago

good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Demo: replay another public agent incident, like the PocketOS one 11 days ago

good first issue recurring

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Recurring: try an experimental integration on the framework you use and report back 11 days ago

help wanted good first issue recurring

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Policy packs: add a harmful tool call the packs let through 11 days ago

good first issue recurring

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Recurring: write a blind pool of tool calls for a domain you know (E21) 11 days ago

help wanted good first issue recurring

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Recurring: run Tracekit under your own agent and post a field report 11 days ago

help wanted good first issue recurring

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Recurring: a harmless call the policy packs hold (a false alarm) 11 days ago

help wanted good first issue recurring

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Policy: TK-F009 and TK-F015 should cover goose's settings and plugin directories 11 days ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Coding agents: hooks for Qwen Code 11 days ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Gemini CLI hook: a failure on a non-tool event writes a deny 11 days ago

bug help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Claude Code plugin: init and doctor only recognise it as tracekit@tracekit 11 days ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Policy: TK-F009 should read shell write targets and file paths, not the raw call 11 days ago

good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Coding agents: hooks for goose 11 days ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

E21: a second blind pool (CI/CD and identity), written without reading the rules 11 days ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Policy: hold reading a secret's value through a cloud MCP server or CLI 11 days ago

good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

OpenCode: a test that runs the generated plugin 11 days ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Policy: hold deleting a repository or project through GitHub's, GitLab's or Vercel's API 11 days ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Policy: cdk destroy, pulumi stack rm and terraform state rm wait for a person (TK-A001) 11 days ago

good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Policy: hold database clients that drop, truncate or flush (psql, mysql, mongosh, redis-cli, SQL MCP tools) 11 days ago

help wanted

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Policy: flag edits to OpenCode's config and plugins, like other coding agents' 12 days ago

good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

E21: a fresh blind pool of agent tool calls, written without reading the rules 12 days ago

help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

OpenCode: wait for a held call without freezing OpenCode 12 days ago

enhancement help wanted

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Coding agents: hooks for opencode 13 days ago

enhancement help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Coding agents: hooks for Crush 13 days ago

enhancement help wanted good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Docs: a one-page "Tracekit for auditors" that explains a verify report to a non-engineer 13 days ago

documentation good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Incident replay: the PocketOS database wipe as a scripted demo 13 days ago

good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Example: Tracekit with Mastra's suspend and resume 18 days ago

good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Example: Tracekit with Cline's lifecycle hooks 18 days ago

good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

Example: Tracekit with Pydantic AI's deferred tool approvals 18 days ago

good first issue

Cygnux-Labs/Tracekit

85

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Python

#agent-security#ai-agents#ai-safety#audit-log#audit-trail#certificate-transparency#claude-code#guardrails#langchain#langgraph#llm#llm-security#mcp#observability#openai-agents#provenance#python#tamper-evident#transparency-log#typescript

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