// DETAILED BLOG

Deep Technical Writing

Long-form engineering breakdowns with architecture maps, design tradeoffs, incident workflows, and implementation details from projects I build end-to-end. Medium articles linked separately.

FEATURED DEEP DIVE30 March 2026·8 min read

HNSW: The Algorithm Quietly Deciding What Your LLM Sees as 'Truth'

A practical deep dive into how HNSW powers vector retrieval for RAG systems, why it dominates ANN search, and how poor recall can silently degrade LLM answers.

HNSWRAGVector SearchANNLLMsSystems

TOTAL POSTS

5

READING MINUTES

69+

DISTINCT TOPICS

24

8 Mar 2026 · 24 min read

Building SRE Agent Swarm: A Multi-Agent Self-Healing Infrastructure Platform

A deep, implementation-level breakdown of how I built SRE Agent Swarm: six cooperating agents, incident FSM orchestration, safety gates, runbook execution, human approvals, and chaos-driven MTTD/MTTR scoring.

SREDistributed SystemsLLM Agents

25 Feb 2026 · 15 min read

Building SaakshiOS: A 32-bit Operating System from Scratch

A deep dive into building a 32-bit x86 operating system from scratch. Features a custom bootloader sequence, memory management, interactive shell, and more.

CAssemblyOperating System

22 Feb 2026 · 12 min read

Building MiniDB: A Transactional Database Engine from Scratch

How I built a SQL-compliant transactional database engine in Go with LSM Tree storage, Write-Ahead Logging, and MVCC — achieving ~3× faster writes than B-Tree implementations.

GoDatabase InternalsLSM Tree

20 Feb 2026 · 10 min read

Raft Consensus in 15 Minutes: Building a Visualizer to Finally Get It

Raft is beautiful once you visualize it. I built Rafty — a real-time 5-node Raft cluster simulator with deterministic fault injection — to deeply understand leader election, log replication, and network partitions.

GoDistributed SystemsRaft