BLOG
Notes from the build log.
Long-form write-ups on agents, retrieval, distributed systems and tooling — migrated from my previous portfolio, unedited.
FEATURED 06.2026 · 5 min read
Building Discharge Summary Agent
In this article, I am going to explain how I made the discharge summary agent.
Agentic RAGLLMAIMachine LearningPython
Read → ◈
09.20256 MIN READ
what happens bts when you git add and git commit
A look inside Git's content-addressable object store: blobs, trees, commits, staging, and history.
GitDeveloper ToolsSystem Design →
06.20268 MIN READ
Agent Console - realtime ai chat system design
Designing a resilient realtime AI chat frontend for streaming responses, tool calls, replay, and unreliable networks.
System DesignWebSocketsAI Agents →
20267 MIN READ
System Design Book Summary
How to build a system that can scale from zero to millions of users without breaking down completely.
System DesignScalabilityArchitecture →
05.202610 MIN READ
Built a Distributed multi VMs system
Deploying an AI inference system across public and private AWS VMs with RPC, gateways, and Terraform.
AWSDevOpsDistributed Systems →
06.202610 MIN READ
Building a RAG agent
Document ingestion, late chunking, RAPTOR retrieval, BM25, RRF, and reranking for a RAG agent.
RAGAI AgentsRetrieval →