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How I shipped 3 apps in a month and built the tool that made it possible
I left my job, shipped 3 apps to the App Store in one month solo, then turned the system into a product.
App QA with AI: ADB + Spec-First catches 90% of production bugs
The key to app QA automation isn't ADB — it's Spec-First.
Claude Code: "Using it well" means delegating more
Using Claude Code well means delegating more.
AI coding means your testing strategy needs to change
Pyramid → Trophy → Hourglass.
Why you shouldn't give AI a Playwright MCP
Give an AI agent a browser and tokens vanish instantly.
What I'm building as an AI Product Engineer in 2026
Implementation got dramatically easier with AI agents.
Save 80% tokens: use CDP instead of MCP
Chrome DevTools Protocol cuts token usage by 80% compared to MCP.
Inside claude-mem: the architecture of cross-session AI memory
A memory system that auto-records every Claude Code session.
AI does all the coding now — how far should you delegate?
AI can write most of the code now. The real question is where to draw the line.
Developer career: new coordinates in the AI era
A 4-year dev got laid off.
3 learning tips from a 4-year frontend engineer
I had the wrong system.
Will AI replace frontend engineers?
I tested Google Jules (AI Agent) on real frontend tasks.
Why engineers should think like product
Better decisions start from the product, not the technology.
Why I joined PEC
I was optimizing for the wrong thing.
Why we start with culture
We wrote the manifesto before the first line of code.