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The UPDATE That Never Finishes and What to Run Instead

The UPDATE That Never Finishes and What to Run Instead

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12 min read
I shipped a fix for a breaking change. The code could never select it.

Summer Bug Smash: Smash Stories 🐛🛹

I shipped a fix for a breaking change. The code could never select it.

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10 min read
Show Dev: How I built an AI Legal Document Factory for Africa using Groq & Streamlit

Show Dev: How I built an AI Legal Document Factory for Africa using Groq & Streamlit

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3 min read
"5 Python mistakes I keep making as a beginner (and how I fixed them)"

"5 Python mistakes I keep making as a beginner (and how I fixed them)"

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3 min read
I Bolted a Rust Sidecar onto a Streamlit App, and the Reason Was Memory, Not Speed

I Bolted a Rust Sidecar onto a Streamlit App, and the Reason Was Memory, Not Speed

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10 min read
Python NumPy Library

Python NumPy Library

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16 min read
Catching wrong LLM outputs when you have no labels

Catching wrong LLM outputs when you have no labels

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2 min read
GEPA Explained — From Paper to Working Code in 10 Minutes

GEPA Explained — From Paper to Working Code in 10 Minutes

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5 min read
How to Build a Canary Token System for Breach Detection

How to Build a Canary Token System for Breach Detection

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4 min read
Wiring an OpenAI-compatible chatbot into a Python SaaS without locking in one vendor

Wiring an OpenAI-compatible chatbot into a Python SaaS without locking in one vendor

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7 min read
Day 25/30: Wiring LangGraph to MCP

Day 25/30: Wiring LangGraph to MCP

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2 min read
Auto-generate video chapters with Whisper + an LLM (without hallucinated timestamps)

Auto-generate video chapters with Whisper + an LLM (without hallucinated timestamps)

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4 min read
Gamma Scalping: The Complete Guide to Delta-Hedged Straddle P&L

Gamma Scalping: The Complete Guide to Delta-Hedged Straddle P&L

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5 min read
The mAP50 That Lied to Me: A Debugging Story About On-Device Safety AI

The mAP50 That Lied to Me: A Debugging Story About On-Device Safety AI

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5 min read
Extra Trees: The Chef Who Stopped Tasting the Soup and Somehow Cooked Faster and Better

Extra Trees: The Chef Who Stopped Tasting the Soup and Somehow Cooked Faster and Better

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21 min read
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