Action Commit Safety for AI agents: exact-call approval, UNKNOWN outcome recording, idempotent execution, and signed audit.
At a Glance <ul><!-- wp:list-item --> <li>AI Narrative Risk: The Hyperscaler Story Changes Again</li> <li>Market Brief & Technical Review</li> <li>From Lance's Desk: Sound Money: Be Careful What You Wish For - RIA</li> <li>Market stat…
Open-source specs-driven development (SDD) framework for AI agent alignment. Bootstraps shared documentation and assistant guidance in minutes.
Local codebase intelligence for AI coding agents: structural repo map, change-safety gates, MCP security receipts, and tamper-evident ChangeEvidence packets. Local analysis, zero API keys, no source-code egress.
A concurrency-safety-aware scheduler for LLM tool-call batches.
