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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
Fetching Real-Time Polymarket Data Using WebSockets: Building a Faster Polymarket Trading Bot with Polymarket V2

Fetching Real-Time Polymarket Data Using WebSockets: Building a Faster Polymarket Trading Bot with Polymarket V2

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6 min read
How I Detected Merlin QUIC C2 Traffic Using Entropy and Z-Scores (490K Packets, 0% False Positives)

How I Detected Merlin QUIC C2 Traffic Using Entropy and Z-Scores (490K Packets, 0% False Positives)

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10 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
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
What it takes to run a Polymarket Up/Down arbitrage bot in production

What it takes to run a Polymarket Up/Down arbitrage bot in production

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3 min read
I Work in Healthcare Tech. Here's Why I Built a RAG Tool for Clinical Documents.

I Work in Healthcare Tech. Here's Why I Built a RAG Tool for Clinical Documents.

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5 min read
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