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Research Early build Since Aug 2026

Leverage

An AI innovation league for software organizations, where teams compete on verified outcomes, reuse, and cost discipline rather than token volume. Early build, directed rather than hand-written.

Leverage explores the operating loop most AI-analytics products skip: leaders publish a bounded, quality-gated mission; vendor usage, repository, CI, deploy, and incident events become normalized evidence; deterministic scoring rewards outcomes and external reuse while neutralizing spend-only behavior; and winning methods become versioned playbooks other teams can adopt. The current repository is an early full-stack build with eight surfaces, a Convex data model, and an optional Rust telemetry gateway. Its commits so far were produced by a coding agent under my direction, which is why it sits on the record as an early build and not as shipped work.

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Agentic development practices, AI workflows that hold up in production, and the engineering standards to keep them governed. One email starts the conversation.