Causari vs Toolchestrator

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...

Toolchestrator is the runtime for vibe-coded apps: the apps you build with AI copilots like Claude Code, made usable by your whole team and callable by AI, without moving...

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 Toolchestrator

Toolchestrator is the runtime for vibe-coded apps: the apps you build with AI copilots like Claude Code, made usable by your whole team and callable by AI, without moving them off the machines they run on: shared data, one-click actions, full apps and terminals in the browser. Someone builds a genuinely useful tool in an afternoon. It works, for exactly one person, on exactly one machine. Nobody else can see it, use it, or even knows it exists.