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You Can't Unit-Test an LLM. Here's What I Built Instead.

You Can't Unit-Test an LLM. Here's What I Built Instead.

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8 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
Token Cost Optimization: The Complete Guide to Building Cost-Efficient LLM Applications

Token Cost Optimization: The Complete Guide to Building Cost-Efficient LLM Applications

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23 min read
AirLLM Runs a 70B Model on a 4GB GPU. It's True, and That's Not the Interesting Part

AirLLM Runs a 70B Model on a 4GB GPU. It's True, and That's Not the Interesting Part

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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
Incremental Graph Updates for Corporate Knowledge Graphs: Three Problems Batch Pipelines Can't Solve

Incremental Graph Updates for Corporate Knowledge Graphs: Three Problems Batch Pipelines Can't Solve

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5 min read
CoMem Explained — From Paper to Working Code in 10 Minutes

CoMem Explained — From Paper to Working Code in 10 Minutes

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6 min read
Do Not Trust the Green Checkmark

Do Not Trust the Green Checkmark

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2 min read
The Promptfoo Acquisition Made Me Realize I Was Evaluating LLMs on Easy Mode

The Promptfoo Acquisition Made Me Realize I Was Evaluating LLMs on Easy Mode

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2 min read
Building a CLI tool with Python(Click)

Building a CLI tool with Python(Click)

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5 min read
From Nobody to GIS: How I Found My Path to Environmental Data Analytics

From Nobody to GIS: How I Found My Path to Environmental Data Analytics

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5 min read
Generating 10,000 certificates from one HTML template

Generating 10,000 certificates from one HTML template

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7 min read
Building a security posture scanner with Next.js and Python

Building a security posture scanner with Next.js and Python

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4 min read
An OSPF Hello has to match before it can mean anything

An OSPF Hello has to match before it can mean anything

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8 min read
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