Search for a command to run...
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...
Every agentic codebase starts with an empty CLAUDE.md and fills it with hallucinations. Here's the six-file harness signum scaffolds for you.
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.
When agents read project.intent.md as ground truth, stale specs become execution bugs. Here's how I caught real drift in two projects.
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...
A Rust CLI that makes your AI agent skills portable across Claude Code, Codex, and Gemini. One command to install, one command to switch.
AI code verification as a loop, not a gate. Iterative audit, contract self-critique, and shared context across tasks in Signum v4.6.