Causari vs Fabrika

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...

Run a dozen coding agents without losing the thread. Fabrika turns each session into a task it runs, verifies, and brings back, only key decisions reach you.

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 Fabrika

Run a dozen coding agents without losing the thread. Fabrika turns each session into a task it runs, verifies, and brings back, only key decisions reach you. Fabrika runs each one, verifies it, and brings back only what needs your call, however many agents you're running. the whole factory, left to right, work flows through on its own, one waits for you. A planner agent breaks it into small, independently buildable tasks and waits for your approval before anything runs.