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We benchmarked 10 LLMs on 10 real agent coding tasks — here are the results

We benchmarked 10 LLMs on 10 real agent coding tasks — here are the results

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2 min read
Embedding "xÆ°ÆĄng sống" cá»§a RAG

Embedding "xÆ°ÆĄng sống" cá»§a RAG

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7 min read
I built a GitHub Action that auto-reviews PRs with LLM — risk assessment + evidence mapping [alpha, OSS]

I built a GitHub Action that auto-reviews PRs with LLM — risk assessment + evidence mapping [alpha, OSS]

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1 min read
RAG Doesn’t Fail Loudly — It Fails Quietly

RAG Doesn’t Fail Loudly — It Fails Quietly

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3 min read
1-bit, 545 megabytes, zero API keys — local AI that beats GPT-5.4

1-bit, 545 megabytes, zero API keys — local AI that beats GPT-5.4

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2 min read
The Illusion of Waves: When “Looks Right” Isn’t “Built Right” ft. VibeCodeArena

The Illusion of Waves: When “Looks Right” Isn’t “Built Right” ft. VibeCodeArena

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5 min read
I Replaced JSON with TOON in My LLM Prompts and Saved 40% on Tokens.

I Replaced JSON with TOON in My LLM Prompts and Saved 40% on Tokens.

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6 min read
AI Isn’t “Inspired” by Human Writing. It Is Built on Unpaid Intellectual Labor

AI Isn’t “Inspired” by Human Writing. It Is Built on Unpaid Intellectual Labor

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7 min read
Why AI Coding Agents Waste 30% of Their Tokens — And How to Fix It

Why AI Coding Agents Waste 30% of Their Tokens — And How to Fix It

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6 min read
How I fixed LLM structured output failures in a PowerPoint translator (0 errors on 1,214 translations)

How I fixed LLM structured output failures in a PowerPoint translator (0 errors on 1,214 translations)

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3 min read
We Do Not Teach Thinking to AI

We Do Not Teach Thinking to AI

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2 min read
The Structured Data Gap: Why AI Systems Cite Some Pages and Ignore Others

The Structured Data Gap: Why AI Systems Cite Some Pages and Ignore Others

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5 min read
The Rise of the Swarm: Mastering AI Agent Architectures 🐝

The Rise of the Swarm: Mastering AI Agent Architectures 🐝

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3 min read
What 11 big tech companies actually do with AI in 2026

What 11 big tech companies actually do with AI in 2026

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23 min read
I Built a Local AI Coding Agent on M5 Max 128GB — It Failed 164 Times Before Passing 35 Tests

I Built a Local AI Coding Agent on M5 Max 128GB — It Failed 164 Times Before Passing 35 Tests

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7 min read
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