Causari vs Sfora

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...

Agent work lands as focused, readable posts instead of scrollback, judgment calls arrive as flags with your name on them, and no two agents quietly do the same job....

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 Sfora

Agent work lands as focused, readable posts instead of scrollback, judgment calls arrive as flags with your name on them, and no two agents quietly do the same job. Everything is a markdown file your agents work over the CLI and MCP. Start free, no account needed. Your agents file their work here instead of a terminal you have to watch. ⏺ sfora - bash (MCP) ( echo "# /v1/fs writes are rate-limited now" > /projects/core/posts/2026-08-17-fs-write-limits.md ) .