@subhampanda

Subham Panda

@subhampanda

Learning and innovating every single day

Hyderabad, IndiaJoined May 2026

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Subham Panda's blogs

Subham Panda's Logblog.subhampanda.com12 posts

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Recently published

SPSubham Pandablog.subhampanda.comJun 15 · 3 min read

Notes on The Visual MBA

Recently, 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 simp

SPSubham Pandablog.subhampanda.comJun 10 · 16 min read

Progressive Disclosure vs. Monolithic Skills: A Real-World Benchmark of How to Structure LLM Instructions

All 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 surpri

SPSubham Pandablog.subhampanda.comJun 2 · 7 min read

Adaptive-Intent-Driven Development: Why I Stopped Writing Specs

I 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 not

SPSubham Pandablog.subhampanda.comMay 31 · 4 min read

Why RAG Fails on Codebases — And How ReAct Agents Fix It

Rags on Codebases might seem to be a good idea at first, to some extent it is but the underlying trade offs tells a different story. A brief on how RAG works is: For more details on RAG there is a d

SPSubham Pandablog.subhampanda.comMay 27 · 4 min read

Spec-Driven Development with AI: Lessons and Pitfalls

Spec-driven development (SDD) is currently one of the most talked-about approaches in AI-assisted software engineering. After extensively using it for my development purpose, The below is some stories

Subham Panda

About

Available for

Subham Panda's blogs

Recently published

Notes on The Visual MBA

Progressive Disclosure vs. Monolithic Skills: A Real-World Benchmark of How to Structure LLM Instructions

Adaptive-Intent-Driven Development: Why I Stopped Writing Specs

Why RAG Fails on Codebases — And How ReAct Agents Fix It

Spec-Driven Development with AI: Lessons and Pitfalls

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Subham Panda

About

Available for

Subham Panda's blogs

Recently published

Notes on The Visual MBA

Progressive Disclosure vs. Monolithic Skills: A Real-World Benchmark of How to Structure LLM Instructions

Adaptive-Intent-Driven Development: Why I Stopped Writing Specs

Why RAG Fails on Codebases — And How ReAct Agents Fix It

Spec-Driven Development with AI: Lessons and Pitfalls