I Built an AI That Turns GitHub Issues Into Pull Requests — No Local Setup Required
What if fixing a bug was as simple as pasting an issue link and clicking one button?
The Build Log
A running log of AI systems I'm building — RAG pipelines, agentic tools, and the engineering decisions behind them — plus the occasional opinion on where this space is headed.
Latest articles
From Noisy Retrieval to Precision: Building a Production RAG Pipeline for Indian Tax Law
Building a Retrieval-Augmented Generation (RAG) system that performs well in real-world scenarios is rarely a straight path. My initial implementation started with a standard pipeline, but the evaluation results were not satisfactory. This blog walks through the iterative improvements I made—from data preparation to advanced retrieval and chunking strategies—that eventually led to a significantly better-performing system.
What I Learnt This Week: Deconstructing AI Logic, Tokens, and the Hidden Traps
Diving beneath the sleek chat interfaces to find out why LLMs fail at basic counting, why 'answer only' breaks them, and the science of RLHF
