If you’ve ever tried to go from “I need an API for X” to “here’s working code that calls it”, you know the painful parts: searching, skimming docs, figuring out auth, and then discovering your code doesn’t actually run. I took the challenge to automate this loop using a small and practical agentic workflow based … Read more
“I never start a project without skimming my own notes first.”— Every engineer the night before a deadline I’ve been writing down my AI/LLM notes in last 6 months—what started as a few scrappy records about Transformer quirks has turned into a 75 pages of tips that spans everything from model tweaks to prod inference … Read more
Change is an interesting phenomenon: most people say they want it, but few are willing to follow through when it truly arrives. If you ask any established organization—particularly one that has been in the market for a long time and accumulated significant technical and cultural debt—they’ll often express enthusiasm for making changes, especially when disruption … Read more