Engineering Manager / Technical Lead
Archive
Older writing on AI applications, software engineering, and developer tools.
A practical, source-backed workflow for reviewing AI-generated responses for factual accuracy and relevance, scoring them with structured rubrics, and turning feedback into better prompts, evals, and product decisions.
A research-checked guide to adding GitHub Spec Kit to a brownfield repository, wiring it into Cursor IDE and Cursor Background Agents, and adapting the workflow for polyrepo delivery.
A practical guide for engineers and PMs on how to lead fast iteration cycles for agentic systems, design useful sandbox UIs and APIs, and graduate the best prototypes into production experiments and real betas.
A practical guide to A2UI with real deployments, official sample patterns, and complete code examples that take you from a static renderer to server-driven, interactive agent UI.
Persistent agents are becoming product features, not just backend architecture. Learn how Dispatch, Cowork, computer use, and OpenAI background mode fit together, with complete TypeScript examples from zero to advanced.
A practical guide for engineers and architects designing an Astro blog platform with draft/publish workflows in D1, a lightweight markdown editor, and a Cloudflare Containers deployment for an Agno/AgentOS research service.
A practical engineer-first guide to turning a messy enterprise feature into specs, acceptance criteria, Beads task graphs, git worktrees, and parallel delivery across Cursor and Claude Code.
A research-checked comparison of Claude Code, Cursor, and Beads for planning, execution, persistence, and async collaboration in modern product development.
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