Tag: ai

I spent 2025 going from skeptical to genuinely excited about AI tools. My non-tech friends and family spent 2025 learning to hate them. The AI industry has fumbled this introduction so badly that we've turned a useful set of tools into a cultural flashpoint - but the damage isn't irreversible.

I spent 2025 going from skeptical to genuinely excited about AI tools. My non-tech friends and family spent 2025 learning to hate them. The AI industry has fumbled this introduction so badly that we've turned a useful set of tools into a cultural flashpoint - but the damage isn't irreversible.

I've cracked the code on breaking the eternal cycle - features win, tech debt piles up, codebase becomes 'legacy', and an eventual rewrite. Using coding agents at GitHub, I now merge multiple tech debt PRs weekly while still delivering features. Tickets open for months get closed. 'Too hard to change' code actually improves. This is the story of the workflow.

I've cracked the code on breaking the eternal cycle - features win, tech debt piles up, codebase becomes 'legacy', and an eventual rewrite. Using coding agents at GitHub, I now merge multiple tech debt PRs weekly while still delivering features. Tickets open for months get closed. 'Too hard to change' code actually improves. This is the story of the workflow.