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I Built a 5-Agent AI System That Fixes Kubernetes Clusters Before Your Pager Goes Off

I Built a 5-Agent AI System That Fixes Kubernetes Clusters Before Your Pager Goes Off

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8 min read
I Added a 71-Line Black Box to My Python Agent, Then Queried the $200 Crash With DuckDB

Reconstructing the agent decision path

I Added a 71-Line Black Box to My Python Agent, Then Queried the $200 Crash With DuckDB

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9 min read
From Zero to Algorithmic Execution: Mastering Authentication, Rate Limits, and SDKs

From Zero to Algorithmic Execution: Mastering Authentication, Rate Limits, and SDKs

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4 min read
The math of finding edge in prediction markets (and the open-source tools I built)

The math of finding edge in prediction markets (and the open-source tools I built)

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3 min read
Building a Brain in Pure Python

Building a Brain in Pure Python

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5 min read
Why your quantized LLM loses its MTP heads and how to keep them

Why your quantized LLM loses its MTP heads and how to keep them

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5 min read
How I got my Python library listed on Awesome Python (and what I learned along the way)

How I got my Python library listed on Awesome Python (and what I learned along the way)

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5 min read
The 2026 Web Dev Playbook: What the Top 1% of Developers Are Building With 🚀

The 2026 Web Dev Playbook: What the Top 1% of Developers Are Building With 🚀

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3 min read
An IETF profile for AI agent compliance receipts

An IETF profile for AI agent compliance receipts

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2 min read
Qwen sky proof: compressed memory made a tiny model behave better — with the receipts

Qwen sky proof: compressed memory made a tiny model behave better — with the receipts

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1 min read
🎧 I Built a Terminal-Based Music Player for Linux (Termi-Music)

🎧 I Built a Terminal-Based Music Player for Linux (Termi-Music)

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1 min read
Scaling data systems: How we process millions of records with Python

Scaling data systems: How we process millions of records with Python

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3 min read
A question for programmers who are self taught and getting paid

A question for programmers who are self taught and getting paid

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1 min read
Build a working asyncio event loop in 30 lines of plain Python

Build a working asyncio event loop in 30 lines of plain Python

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4 min read
Building a Deterministic Security Scanner for AI-Generated Code

Building a Deterministic Security Scanner for AI-Generated Code

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4 min read
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