Designing Rootify as a Practical RAG System
A sample project note on turning scattered service logs into an evidence-backed incident analysis workflow.
Posts
Notes on AI agents, backend systems, distributed systems, and the engineering tradeoffs I am learning from.
Building Reliable AI Agents Starts Outside the Model
A short note on why agent reliability depends on orchestration, context boundaries, tools, and observability as much as model quality.
Notes From High-Scale Payment Systems
What payment systems keep teaching me about latency, consistency, concurrency, and failure modes.
Problem Solving as Engineering Practice
Competitive programming helped me build a habit of reducing problems to constraints, edge cases, and invariants.