Insights on Context Engineering, AI-assisted development, and owning outcomes
A consultancy wanted $50,000 and 6 months to build server-side analytics. I built it in 8 hours using Context Engineering. It costs $0.78/month to run.
Two days ago, Anthropic told the world to stop building agents and start building skills. Here's the thing: We've been shipping exactly this at Fortune 500 scale since mid 2025.
The experiment that proves Context Engineering works. Same feature, same platform - 3 markdown files transformed generic Spring Boot into maintainable code.
While enterprises debate whether AI will replace developers, the real transformation is already happening: engineers are evolving beyond code ownership to outcome ownership.
And it won't be by who you think. The technology exists today—what's missing is enterprise adoption.