Causari vs Topos

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...

Correctness is table stakes. Topos evaluates the structural quality of agent-written code so working diffs do not become long-term codebase debt.

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 Topos

Correctness is table stakes. Topos evaluates the structural quality of agent-written code so working diffs do not become long-term codebase debt. The Problem: Agents generate code faster than humans can review it. The Threat: The agentic spray problem, without structural guardrails, agentic speed is automated entropy: duplicate modules, fragile abstractions, and review fatigue that merges things no one actually understands. What Topos Does: Parses code into graph representations and scores three independent structural pillars, awarding a Quality Medal per file: Bronze, Silver, Gold, or Slop.