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ToolOps: Stop Rewriting the Same Boilerplate Every Time You Build an AI Agent

ToolOps: Stop Rewriting the Same Boilerplate Every Time You Build an AI Agent

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5 min read
Celery loses 8% of your tasks by default. Here's the reliability layer I built to fix that.

Celery loses 8% of your tasks by default. Here's the reliability layer I built to fix that.

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7 min read
Why Rust Feels Hard (And Why That's Actually the Point)

Why Rust Feels Hard (And Why That's Actually the Point)

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5 min read
Your LLM isn't lying to you. You just trusted it too much.

Your LLM isn't lying to you. You just trusted it too much.

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3 min read
Why 90% of YouTube to MP3 Tools Give You 128kbps When You Asked for 320

Why 90% of YouTube to MP3 Tools Give You 128kbps When You Asked for 320

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5 min read
How to Build a Self-Hosted AI Code Review Tool in Python

How to Build a Self-Hosted AI Code Review Tool in Python

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5 min read
63. Confusion Matrix: What Your Model Got Wrong and Why

63. Confusion Matrix: What Your Model Got Wrong and Why

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9 min read
62. Naive Bayes: Fast, Simple, Surprisingly Effective

62. Naive Bayes: Fast, Simple, Surprisingly Effective

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9 min read
64. Precision and Recall: Beyond Accuracy

64. Precision and Recall: Beyond Accuracy

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9 min read
I built a free, local video transcription tool, because I didn't want to pay $10/hour or upload my files to a stranger's server

I built a free, local video transcription tool, because I didn't want to pay $10/hour or upload my files to a stranger's server

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3 min read
Day 8 of 60 and this is me learning AI integration and automation in public

Day 8 of 60 and this is me learning AI integration and automation in public

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1 min read
Sovereign Synapse: The Context-Cleaner

Cryptographic signing for local memory fidelity

Sovereign Synapse: The Context-Cleaner

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5 min read
Building an OSM to RDF Pipeline for AI Agents: A Practical Guide

Building an OSM to RDF Pipeline for AI Agents: A Practical Guide

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7 min read
RAG-Based Testing Series — Part 5: Building a RAG Test Framework from Scratch

RAG-Based Testing Series — Part 5: Building a RAG Test Framework from Scratch

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13 min read
LLM Token Counting and Cost Optimization: A Practical Guide

LLM Token Counting and Cost Optimization: A Practical Guide

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5 min read
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