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Self-healing LLM routing: 13 providers, one fallback chain

Self-healing LLM routing: 13 providers, one fallback chain

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4 min read
I Built an Automated LLM Evaluation Pipeline From Scratch — Here's Everything I Learned

I Built an Automated LLM Evaluation Pipeline From Scratch — Here's Everything I Learned

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16 min read
Beyond the Prompt: Why Your AI Agent Needs a Governance Runtime

Beyond the Prompt: Why Your AI Agent Needs a Governance Runtime

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6 min read
A prompt is not a conversation. It's a component contract.

A prompt is not a conversation. It's a component contract.

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8 min read
Your AI Coding Agent Wastes 80% of Its Context. Fixed That with Graph Theory.

Your AI Coding Agent Wastes 80% of Its Context. Fixed That with Graph Theory.

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6 min read
Falling back from edge detection to a cloud VLM when confidence drops

Falling back from edge detection to a cloud VLM when confidence drops

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4 min read
Two Models Just Hit 90% on Agent Coding. One Cost Less Than a Penny.

Two Models Just Hit 90% on Agent Coding. One Cost Less Than a Penny.

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2 min read
Why I used a 50-year-old algorithm instead of embeddings to cut Claude API token costs

Why I used a 50-year-old algorithm instead of embeddings to cut Claude API token costs

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5 min read
What VAKRA Reveals About Why Agents Actually Fail

What VAKRA Reveals About Why Agents Actually Fail

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3 min read
The case for using AI to write better code more slowly

The case for using AI to write better code more slowly

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2 min read
Image Generation with Ollama is back with Japanese, Korean and Chinese Languages 🇯🇵 Support!

Image Generation with Ollama is back with Japanese, Korean and Chinese Languages 🇯🇵 Support!

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9 min read
Writing High-Performance Kernels in TileLang, from GEMM to MLA

Writing High-Performance Kernels in TileLang, from GEMM to MLA

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12 min read
Docker with AI: A Practical Guide to Running LLMs, Agents and MCP

Docker with AI: A Practical Guide to Running LLMs, Agents and MCP

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7 min read
How to Actually Benchmark Open-Source LLMs Before Ditching Your API Provider

How to Actually Benchmark Open-Source LLMs Before Ditching Your API Provider

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5 min read
Cache-Aware Spawning: What Changed in llm-cli-gateway, a Week On

Cache-Aware Spawning: What Changed in llm-cli-gateway, a Week On

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12 min read
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