A developer used AI agentic coding to build a system that crawls a billion web pages in 24 hours, writing less than 4% of the code by hand. The project achieved high throughput at scale, demonstrating…
A developer community consensus has emerged that AI coding agent effectiveness depends more on repository architecture than prompt engineering. Teams are adopting a standardized `AGENTS.md` file at th…
Current large language models cannot safely modify real software systems despite impressive code-generation demos, because they rely on pattern matching rather than causal reasoning. The fundamental g…
A speaker series hosted by the author, featuring teams from leading coding agent companies like Cognition, Sourcegraph, Cline, and Augment. A key finding across all discussions is that simpler approac…