Insights & Essays.
Field notes for CTOs and principal engineers: what shipped, what failed, and how to staff the next AI program. Depth first — no vendor recap.
Latest Articles
The Builder-PM Archetype: When Product Managers Ship Code in 2026
Discover the rise of the Builder-PM. Learn how modern product managers use Cursor and Claude Code to replace 50-page PRDs with interactive pull requests.
AI Coding Cost Optimization: Token Budgets and Tool Selection Across Cursor, Claude Code, Kiro, and Copilot in 2026
Master AI coding cost optimization. Learn token budgeting, context hygiene, multi-model routing, and tool selection across Cursor, Claude Code, Kiro, and Copilot.
Cursor Plan Mode + BugBot: The Developer Duo Eliminating Regressions Before Code Merges
Master Cursor Plan Mode (Shift+Tab) and BugBot PR Review. Build a before-and-after AI regression prevention pipeline that catches flaws before code merges.
Cursor Cloud Agents, /multitask, and Parallel Worktrees: Running 8 Agents Simultaneously in 2026
Master Cursor Cloud Agents, /multitask, and Git worktrees. Learn to run 8 parallel AI agents in cloud VMs without file conflicts or token bloat.
Mastering CLAUDE.md, AGENTS.md, and SKILL.md: Anthropic's 7-Method Steering System for Claude Code
Learn Anthropic's definitive 7-method steering system for Claude Code. Master CLAUDE.md, AGENTS.md, SKILL.md scopes, token costs, specialist pool, and gatekeeper patterns.
Cursor Composer Mastery: Orchestrating Multi-File Code Generation with Multi-Agent Layouts in 2026
Master Cursor Composer's multi-file code generation and multi-agent layouts. Expert techniques for orchestrating database, controller, and UI generation in
Anthropic Claude Code: Mastering the Agentic CLI for Headless Software Development
Master Anthropic's Claude Code CLI. Deep-dive tutorial on installation, secure environment permissions, scripting, and running headless agentic operations.
External Standards & Publications
Our engineering publications follow industry standards for software architecture and agentic AI systems. Read more about technical specifications at the IEEE Standards Association and general web engineering principles at the World Wide Web Consortium (W3C).