AI code review

Software development just changed, and most teams are still acting like it did not.

Leave a Comment / Coding, Opinions / AJB / February 26, 2026 / agent specialization, Agile transformation, AI code review, AI orchestration, AI powered engineering, AI refactoring, AI software development, autonomous coding agents, Claude Code, Codex, complex app development, developer productivity, end to end Agile system, future of programming, high velocity development, human AI collaboration, multi agent systems, OpenCode, parallel AI agents, PRD driven development, rapid prototyping, structured vibe coding, TODO.md workflow

Reading Time: 6 minutesIf you are still treating OpenCode, Claude Code, or Codex like a fancy autocomplete, you are leaving an order of magnitude on the table.

Software development just changed, and most teams are still acting like it did not. Read More »

Is AI Code Generation Worth It? The Real ROI After 6 Months in Production

Leave a Comment / Coding, Opinions / AJB / November 10, 2025 / AI code review, AI coding tools ROI, AI developer tools, AI generated code problems, ChatGPT code generation, developer productivity tools, engineering leadership AI strategy, GitHub Copilot productivity, is AI code generation worth it, technical debt from AI

Reading Time: 7 minutesWondering if AI code generation is worth it? After tracking multiple engineering teams for 6+ months, the data reveals a troubling pattern: initial 40% velocity gains crash to 50% below baseline by month six. Learn when AI coding tools provide real ROI and when they create expensive technical debt.

Is AI Code Generation Worth It? The Real ROI After 6 Months in Production Read More »

Software development just changed, and most teams are still acting like it did not.
Reading Time: 6 minutesIf you are still treating OpenCode, Claude Code, or Codex like a fancy autocomplete, you are leaving an order of magnitude on the table.
Killing Wave Vibe Coded First Person Shooter
Reading Time: 4 minutesI decided to run a small OpenGL game dev experiment and push it into the browser. The result is Killing Wave, a lightweight FPS that you can play in browser.
FW Framework: Building a High-Performance PHP Engine for Vibe Coding
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VibeUI: The Modern Vue 3 and Bootstrap 5 Component Library for AI Development
Reading Time: 4 minutesVibeUI is a lightweight, data-driven replacement for Bootstrap-Vue designed specifically for Vue 3 and AI-assisted development. Move from prototype to production faster by leveraging Bootstrap 5 utilities with a modern Composition API architecture.
Is AI Code Generation Worth It? The Real ROI After 6 Months in Production
Reading Time: 7 minutesWondering if AI code generation is worth it? After tracking multiple engineering teams for 6+ months, the data reveals a troubling pattern: initial 40% velocity gains crash to 50% below baseline by month six. Learn when AI coding tools provide real ROI and when they create expensive technical debt.