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hi, i'm ani.

Software engineer at Structured AI (YC F25), building autonomous agents that automate QA/QC for construction design engineers.

about

At Structured AI, I'm building the platform that lets construction design engineers automate quality assurance and quality control with autonomous agents.

Previously I built an investment research platform for PGI, analytics tooling for Atlantic, and automation systems for Range Media Partners.

selected work

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Quantercise

live

Quant interview prep for Jane Street, Citadel, Two Sigma.

Ongoing

400+ problems with Python code editor, KaTeX math rendering, instant grading, and gamification. Next.js 15, React 19, Postgres (Aurora to Neon migration), Lambda for sandboxed execution.

Next.js 15TypeScriptPostgresAWS LambdaMonacoStripe

./case_study.md ./launch_site.sh

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Claude Code Tips

live

Practical patterns for agentic coding: hooks, agents, automation.

Ongoing

A living reference built from hundreds of Claude Code sessions. Covers hooks, custom agents, MCP servers, plugin development, and automation patterns.

PythonClaude CodeHooksAgentsMCPPlugins

./view_source.git

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latest thoughts

JPEGMAFIA is our kanye west

//February 12, 2026

Why boundary-pushing builders ship faster when they ignore consensus and optimize for signal.

musicproductexecution

Search will be dead by 2030

//January 31, 2026

Search does not disappear, but the interface collapses into agents, context memory, and proactive retrieval.

aisearchproduct

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get my build notes

Weekly thoughts on agents, dev tools, and building in public.

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