Projects.

Open-source tools for the way I work.

Attention-First Engineering

Build fast without undermining human judgment.

Refines engineering work into Day/Week tickets and visual capacity plans. Explore staffing, calendars, and dependencies while keeping product intent, understanding, and acceptance with the human engineer.

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Zero Defect

Adversarial review for business deliverables.

Reviews English-language work for unsupported claims, numerical errors, contradictions, and missing decisions. Returns findings with suggested repairs.

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Friendly Adversary

Independent adversarial review for code and architecture.

Combines static analysis with AI reviews for TypeScript, JavaScript, and Python. Supports pull request reviews, codebase audits, and architecture design.

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Peanut Butter & Chocolate

Claude Code and Codex, working through one development workflow.

Pairs Claude’s research and planning with Codex implementation and independent review. Includes PR feedback workflows and session handoffs.

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