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Colibri: Running a 744B AI Model on Your Laptop

Colibri: Running a 744B AI Model on Your Laptop

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5 min read
The eye corrects the ear: fixing my LLM's video hallucinations with OCR and a VAD gate

The eye corrects the ear: fixing my LLM's video hallucinations with OCR and a VAD gate

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2 min read
Anthropic Was Right About One Thing: Broad Safety Decisions Are Dangerous

Anthropic Was Right About One Thing: Broad Safety Decisions Are Dangerous

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42 min read
The Source-of-Truth Problem Every Enterprise AI Team Faces

The Source-of-Truth Problem Every Enterprise AI Team Faces

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3 min read
Setting Up a Local AI Coding Agent with Ollama and Aider (part 3)

Setting Up a Local AI Coding Agent with Ollama and Aider (part 3)

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5 min read
My AI System Logged 35,669 LLM Calls. It Still Couldn’t Tell Me What They Cost.

My AI System Logged 35,669 LLM Calls. It Still Couldn’t Tell Me What They Cost.

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7 min read
I almost burned ₹4,000 on Claude API overnight — so I built llm-cost-guard

I almost burned ₹4,000 on Claude API overnight — so I built llm-cost-guard

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3 min read
Metadata Filtering Before Vector Search: The Recall Win Nobody Measures

Metadata Filtering Before Vector Search: The Recall Win Nobody Measures

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7 min read
A required field made my AI fabricate statistics

A required field made my AI fabricate statistics

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5 min read
MCP na prática: Tools, Resources e quando usar cada um

MCP na prática: Tools, Resources e quando usar cada um

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9 min read
Moonshot AI's Kimi K3 Is Here: A 2.8 Trillion Parameter Open MoE Model That Pushes Long-Context AI Forward

Moonshot AI's Kimi K3 Is Here: A 2.8 Trillion Parameter Open MoE Model That Pushes Long-Context AI Forward

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3 min read
Top 10 Open Source & Open-Weight AI Models in July 2026: Capabilities, Architecture, and Estimated Training Costs

Top 10 Open Source & Open-Weight AI Models in July 2026: Capabilities, Architecture, and Estimated Training Costs

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19 min read
Getting an LLM to Actually Follow Your Output Format (Without Fighting It Every Request)

Getting an LLM to Actually Follow Your Output Format (Without Fighting It Every Request)

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3 min read
Self-Hosting Your First LLM for Enterprise: What Nobody Tells You Before You Start

Self-Hosting Your First LLM for Enterprise: What Nobody Tells You Before You Start

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3 min read
Rate limiting, email alerts, health checks, and Grafana — what we shipped to make Ajah production-ready

Rate limiting, email alerts, health checks, and Grafana — what we shipped to make Ajah production-ready

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2 min read
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