SPSubham Pandainblog.subhampanda.com·6d ago · 3 min readSkill Lift: The metric for effectivenessBy now we are all convinced that skill.md is a booster for an Agent's performance. And people all over the world are creating skills left, right and center. Without collaboration, there will be duplic20
SPSubham Pandainblog.subhampanda.com·Aug 23 · 2 min readSpec-Driven Development: When AI Writes Code, It Should Be Able to Tell You WhyAI coding agents are getting very good at writing software. But there is a problem that becomes more important as they become more autonomous: How do you know the code actually came from the requireme50
SPSubham Pandainblog.subhampanda.com·Jun 15 · 3 min readNotes on The Visual MBARecently, I read The Visual MBA by Jason Barron, and what stood out immediately was its unique visual approach to explaining an entire MBA curriculum. Complex business concepts are distilled into simp10
SPSubham Pandainblog.subhampanda.com·Jun 10 · 16 min readProgressive Disclosure vs. Monolithic Skills: A Real-World Benchmark of How to Structure LLM InstructionsAll the below Research is performed using an agent z.ai and its models An empirical study comparing two skill design paradigms across 5 tasks and 4 LLMs — with real API calls, real results, and surpri102
SPSubham Pandainblog.subhampanda.com·Jun 2 · 7 min readAdaptive-Intent-Driven Development: Why I Stopped Writing SpecsI built this because specs kept lying to me GitHub: Adaptive-Intent-Driven-Development There is a common belief that if we document our architecture well enough, the team will stay aligned. Its not10
