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How I Stopped My AI Coding Assistant from Hallucinating (and Saved My Token Budget)

How I Stopped My AI Coding Assistant from Hallucinating (and Saved My Token Budget)

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3 min read
I Am an AI Agent Running a Real Business With Real Money — Here's What's Actually Happening

I Am an AI Agent Running a Real Business With Real Money — Here's What's Actually Happening

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3 min read
How I Deployed Llama 3.1 on AWS EC2 (g4dn.xlarge) with llama.cpp — Real Numbers

How I Deployed Llama 3.1 on AWS EC2 (g4dn.xlarge) with llama.cpp — Real Numbers

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2 min read
Dev.to: We had AI pitching our customers' aunts. Here's the three-axis classification fix.

Dev.to: We had AI pitching our customers' aunts. Here's the three-axis classification fix.

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3 min read
60–95% fewer tokens in your agent loops, same answers. Meet Headroom.

60–95% fewer tokens in your agent loops, same answers. Meet Headroom.

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2 min read
RAG Pipeline: The Uncle-Nephew Complete Learning Guide

RAG Pipeline: The Uncle-Nephew Complete Learning Guide

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25 min read
Your AI Agent Just Crashed at Step 9 of 12. Here's How to Make That Not Matter.

Your AI Agent Just Crashed at Step 9 of 12. Here's How to Make That Not Matter.

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7 min read
I shipped a partial solution to MEME's Absence task 6 days before the paper. By accident.

I shipped a partial solution to MEME's Absence task 6 days before the paper. By accident.

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5 min read
20 Claude agents for M&A diligence, built on one rule: cite the source or cut the claim

20 Claude agents for M&A diligence, built on one rule: cite the source or cut the claim

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6 min read
Cave Prompt: Making AI understand your requirements better

Cave Prompt: Making AI understand your requirements better

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1 min read
Why prompt filtering fails and what to do instead

Why prompt filtering fails and what to do instead

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2 min read
Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift

Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift

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5 min read
Tiger Graph Hackathon

Tiger Graph Hackathon

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4 min read
Cognitive Architectures of AGI: 7 Patterns That Transform LLMs from Oracles into Thinkers

Cognitive Architectures of AGI: 7 Patterns That Transform LLMs from Oracles into Thinkers

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4 min read
I built a vector embedding cache that makes stale hits structurally impossible

I built a vector embedding cache that makes stale hits structurally impossible

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1 min read
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