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Articles tagged with #verification
AI-agent workflows have a boring but important problem: a good process often lives inside one runtime. Signum started as a Claude Code plugin. That was the right first layer: slash command, local artifacts, contract-first pipeline, proofpack. But the...
Most agent tooling mistakes coordination for reliability. It gives you more roles, more agents, more orchestration, and more shell theater. The demo gets more impressive. The system does not necessarily get easier to trust. That tradeoff used to be t...
The hardest bug was not in the code. It was in the trust model between the engineer agent and the orchestrator.
Why running AI-generated code through more AI reviewers doesn't solve the reliability problem — and what a contract-first pipeline changes about it.
The morning digest surfaced Leanstral -- Mistral's open-source agent for formal verification in Lean 4. A mixture-of-experts model (119B total, 6.5B active per token) that scores within 80% of Claude Opus on the FLTEval theorem-proving benchmark at a...
AI code verification as a loop, not a gate. Iterative audit, contract self-critique, and shared context across tasks in Signum v4.6.