ashlionTimeless gives the AI a flight recorder

A new logging layer records every step an agent takes during a run, then makes those traces readable.

infrastructureanalytics

Most legal-AI assistants are a black box: you see the final answer, not the path the machine took to get there. ashlionTimeless is prying it open with a run-by-run record of what the assistant actually did.

  • Step logging: captures each move an agent makes in a run - which tools it reached for, what came back - no matter which underlying AI model is powering the chat.
  • In-chat access: users can download the full log for any run straight from the assistant's reply.
  • Standalone viewer: a separate lightweight app for browsing those run logs outside the main product, handy for debugging.
So what Anyone who needs to explain or defend why the AI did what it did - or just chase down a bad answer - gets a paper trail instead of a shrug.

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Spotted something wrong? Or know the PR text has fresher detail than the writeup above?

Commits in this thread

9 commits from ashlionTimeless/mike, oldest first. Source extracted verbatim from the harvested git log.

SHA Subject Author Date
7fc58011 added logging max 2026-06-29 ↗ GitHub
894d1701 added logging max 2026-06-29 ↗ GitHub
ad42ea80 added logging max 2026-06-29 ↗ GitHub
2358dd7d added logging max 2026-06-29 ↗ GitHub
1a738e53 added logging max 2026-06-29 ↗ GitHub
2438470c added logging max 2026-06-29 ↗ GitHub
06cbd3a0 added logging max 2026-06-30 ↗ GitHub
67f3225e added reader app max 2026-06-30 ↗ GitHub
0e7f008a Merge pull request #1 from ashlionTimeless/logging ashlionTimeless 2026-07-01 ↗ GitHub
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