Causari vs TDQS

The first content-addressable ledger for AI agents. Every prompt, model, read, write and reasoning becomes an immutable causal event, captured at the wire, no agent...

The description is the only thing an agent reads before it picks a tool.

About Causari

The first content-addressable ledger for AI agents. Every prompt, model, read, write and reasoning becomes an immutable causal event, captured at the wire, no agent cooperation required. Trace, bisect, revert and explain every line your agents wrote. re audit reads plain git history, detects AI-authored commits from verifiable metadata ( Co-Authored-By trailers, bot authors, aider markers) and measures how many of those lines are still alive at HEAD. Every number carries its evidence class: VERIFIED (explicit metadata) is never mixed with PROBABLE (heuristic).

About TDQS

The description is the only thing an agent reads before it picks a tool. TDQS grades every definition on six weighted dimensions, explains each point, and turns the result into a tier you can gate a release on, the same numbers in your terminal, in CI, and across Glama's registry. Deterministic where it can be, judged where it must be. Every stage of the pipeline is specified, and the deterministic ones are exact to the digit across implementations.