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I built a 81-tool, fully local AI desktop assistant with PySide6 and Ollama (here is the architecture)

I built a 81-tool, fully local AI desktop assistant with PySide6 and Ollama (here is the architecture)

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4 min read
The End of Manual Prompt Engineering: How Genetic-Pareto Prompt Evolution (GEPA) Self-Optimizes AI Agents

The End of Manual Prompt Engineering: How Genetic-Pareto Prompt Evolution (GEPA) Self-Optimizes AI Agents

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11 min read
My project was selected for the shortlist of the UN Global Hackathon on Using AI for Digital Trade Regulatory Analysis

My project was selected for the shortlist of the UN Global Hackathon on Using AI for Digital Trade Regulatory Analysis

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2 min read
Giving LLMs access to a bash terminal is terrifying

Giving LLMs access to a bash terminal is terrifying

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5 min read
I built a circuit breaker for LLM agents after seeing someone lose $200 overnight

I built a circuit breaker for LLM agents after seeing someone lose $200 overnight

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6 min read
ThreatWire: A Python Library for Real-Time Network Threat Detection.

ThreatWire: A Python Library for Real-Time Network Threat Detection.

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4 min read
Python Database Connectivity– Day 16

Python Database Connectivity– Day 16

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3 min read
The Counteroffensive: Automated Spam Reporting with Spamhaus

The Counteroffensive: Automated Spam Reporting with Spamhaus

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18 min read
How I finally got LLMs to return reliable structured data

How I finally got LLMs to return reliable structured data

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5 min read
Java Collections: The Two Features Nobody Talks About (But You Should)

Java Collections: The Two Features Nobody Talks About (But You Should)

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5 min read
Your LLM bill has two sides. Build the ledger that shows both.

Your LLM bill has two sides. Build the ledger that shows both.

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5 min read
I tested whether a code health score actually predicts bugs. Here's the benchmark

I tested whether a code health score actually predicts bugs. Here's the benchmark

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4 min read
Sending SMS from AWS Lambda with the Sinch SDK

Sending SMS from AWS Lambda with the Sinch SDK

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9 min read
Why Most Django Boilerplates Are Insecure by Default

Why Most Django Boilerplates Are Insecure by Default

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5 min read
Cloudsec-Audit Python Package

Cloudsec-Audit Python Package

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1 min read
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