Engineering Notes

Practical notes from building systems and workflows.

Field notes on AI-assisted engineering, frontend verification, developer productivity, product intelligence, and the operating patterns that make engineering work repeatable.

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Calm, specific lessons from real engineering workflows.

AI agents

What I Learned Building with OpenClaw, Codex, and AI Coding Agents

Practical lessons from turning AI-assisted coding into a repeatable engineering workflow: scoped tasks, visual verification, explicit acceptance criteria, privacy guardrails, and human review.

AI agents OpenClaw Codex Developer Productivity Playwright Frontend Engineering
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Engineering leadership, AI platforms, and production-minded product work.