Layered Skill Test Coverage: A Better Way to Evaluate AI Agent Skills
Subham Panda
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Archive
17 posts published so far
Skill Lift: The metric for effectiveness
Subham Panda
Spec-Driven Development: When AI Writes Code, It Should Be Able to Tell You Why
Subham Panda
Bloom Filters in Distributed Systems: Speed Through Probability
Amisha Singh
Notes on The Visual MBA
Subham Panda
Progressive Disclosure vs. Monolithic Skills: A Real-World Benchmark of How to Structure LLM Instructions
Subham Panda
Adaptive-Intent-Driven Development: Why I Stopped Writing Specs
Subham Panda
Why RAG Fails on Codebases — And How ReAct Agents Fix It
Subham Panda
Spec-Driven Development with AI: Lessons and Pitfalls
Subham Panda
Adaptive ETA for Google Maps: Hierarchical Tile Indexing for Faster Traffic Updates
Subham Panda
A* : The Algorithm That Thinks Ahead
Amisha Singh
How Consistent Hashing Works (Step-by-Step Guide with Examples)
Subham Panda
Word2Vec Demystified: From One‑Hot to Vector Magic (CBOW & Skip‑Gram Explained)
Subham Panda
Retrieval-Augmented Generation (RAG): Chunk, Embed, Retrieve Explained
Subham Panda
Geohash Explained: How Facebook and Uber Find Nearby Friends and Cabs
Subham Panda
Who it's for! : The marketing super power
Subham Panda
From Scribbles to Shelf: How Daily Sharing Builds Lasting Work
Subham Panda