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Why Your Inference Stack Is Bleeding Money — And How to Fix It

Why Your Inference Stack Is Bleeding Money — And How to Fix It

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6 min read
What happens when you hide embeddings but keep search working?

What happens when you hide embeddings but keep search working?

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3 min read
How I built my own MyAnimeList alternative in Python (FastAPI + SQLite)

How I built my own MyAnimeList alternative in Python (FastAPI + SQLite)

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4 min read
RAG Systems in Production: Building Enterprise Knowledge Search

RAG Systems in Production: Building Enterprise Knowledge Search

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22 min read
Devlog #2 — I Hate PDFs: Why I Never Save Uploaded Files to Disk

Devlog #2 — I Hate PDFs: Why I Never Save Uploaded Files to Disk

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2 min read
Stop Merging Slow Code: Catching Python Performance Regressions Before They Hit Production with Oracletrace

Stop Merging Slow Code: Catching Python Performance Regressions Before They Hit Production with Oracletrace

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3 min read
Promptfoo is a CI gate, not an eval framework. Treating it like one cost us $4,200

Promptfoo is a CI gate, not an eval framework. Treating it like one cost us $4,200

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4 min read
One Open Source Project a Day (No. 77): notebooklm-py - Turning Google NotebookLM Into a Programmable API, With Claude Code Integration

One Open Source Project a Day (No. 77): notebooklm-py - Turning Google NotebookLM Into a Programmable API, With Claude Code Integration

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7 min read
I Built a Private, Local-First AI Assistant with Flask

I Built a Private, Local-First AI Assistant with Flask

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1 min read
MCP servers are just REST APIs in a polite wrapper - here's 5 lines of Python

MCP servers are just REST APIs in a polite wrapper - here's 5 lines of Python

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4 min read
4 open-source tools to build production-ready AI voice agents 🎙️🚀

4 open-source tools to build production-ready AI voice agents 🎙️🚀

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4 min read
AI agent governance: how I built triple defense in depth for production AI agents

AI agent governance: how I built triple defense in depth for production AI agents

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18 min read
Stop Uploading Your Files to Random Websites

Stop Uploading Your Files to Random Websites

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1 min read
I built a CLI tool to quickly sanity-check CSV files (tidypeek)

I built a CLI tool to quickly sanity-check CSV files (tidypeek)

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1 min read
Turn Every Customer Call Into Structured Data: Automated Post-Call AI Summaries

Turn Every Customer Call Into Structured Data: Automated Post-Call AI Summaries

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4 min read
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