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73% of AI-agent credential leaks trace back to one mundane thing: debug logging

73% of AI-agent credential leaks trace back to one mundane thing: debug logging

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2 min read
Your AI agent is only as secure as the tools and agents it calls

Your AI agent is only as secure as the tools and agents it calls

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4 min read
How Transformer Decoders Generate Text — From Causal Masking to Decoding

How Transformer Decoders Generate Text — From Causal Masking to Decoding

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5 min read
Beyond the Hype: Testing Gemma-4-12B Agentic GGUFs in the Wild

Beyond the Hype: Testing Gemma-4-12B Agentic GGUFs in the Wild

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2 min read
How I Built a Production WhatsApp AI Assistant for Mexican SMBs with Claude and n8n

How I Built a Production WhatsApp AI Assistant for Mexican SMBs with Claude and n8n

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3 min read
How LLM agents confabulate infrastructure and data provenance

How LLM agents confabulate infrastructure and data provenance

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9 min read
Building a Free AI PDF Assistant: How I Solved Parsing Issues and Minimized LLM Costs

Building a Free AI PDF Assistant: How I Solved Parsing Issues and Minimized LLM Costs

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3 min read
Your Context Deserves Git-Like Treatment, Just Like Your Code

Your Context Deserves Git-Like Treatment, Just Like Your Code

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2 min read
I Enabled MCP on My AI Coding Agent and My Token Bill Tripled: Here's the Math

I Enabled MCP on My AI Coding Agent and My Token Bill Tripled: Here's the Math

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4 min read
Building an AI Scoring Pipeline for 10,000+ Listings a Day

Building an AI Scoring Pipeline for 10,000+ Listings a Day

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5 min read
Deterministic Citations and CI Gates for Atom Drift

Deterministic Citations and CI Gates for Atom Drift

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2 min read
How to Rank Local LLMs by Cost per Correct Answer (Measured GPU Energy, 8 Ollama Models)

How to Rank Local LLMs by Cost per Correct Answer (Measured GPU Energy, 8 Ollama Models)

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4 min read
Why AI agents can't draw SVG (and what to do instead)

Why AI agents can't draw SVG (and what to do instead)

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3 min read
I let GPT-4o and a cheaper model fight over my inbox. GPT-4o lost.

I let GPT-4o and a cheaper model fight over my inbox. GPT-4o lost.

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4 min read
GLM-5.2 Becomes the Top Open-Weights Model: Active vs Total Parameters

GLM-5.2 Becomes the Top Open-Weights Model: Active vs Total Parameters

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6 min read
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