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I measured his app with his own code. He measured my claim with his own corpus.

I measured his app with his own code. He measured my claim with his own corpus.

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10 min read
When an LLM answer is wrong, the trace is where you look. Some tools make that easy.

When an LLM answer is wrong, the trace is where you look. Some tools make that easy.

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5 min read
Claude Artifacts: Code Isolation, Version Iteration, and Diagrams with Mermaid

Claude Artifacts: Code Isolation, Version Iteration, and Diagrams with Mermaid

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Comments 3
4 min read
What should an MCP tool return? I ran 72 trials instead of arguing

Reveals silent agent failures over loud ones

What should an MCP tool return? I ran 72 trials instead of arguing

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4 min read
Three hackathon agents, one card-free API key: what I learned building on Qwen Cloud

Three hackathon agents, one card-free API key: what I learned building on Qwen Cloud

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4 min read
AI Gateway Fees Compared: Who Marks Up Your Tokens?

AI Gateway Fees Compared: Who Marks Up Your Tokens?

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4 min read
Can we play a game on pixelden? Made my pixel art game portal playable inside Claude via MCP

Can we play a game on pixelden? Made my pixel art game portal playable inside Claude via MCP

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1 min read
Pick your first AI model from evidence, not memory

Pick your first AI model from evidence, not memory

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2 min read
The Server Is Fine. The Model Still Can't Use It.

The Server Is Fine. The Model Still Can't Use It.

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Comments 2
4 min read
Stop Making Your AI Agent Smarter. Make Its Context Smaller.

Stop Making Your AI Agent Smarter. Make Its Context Smaller.

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3 min read
Beyond Human Language: Why AI Needs Its Own Dictionary (And How to Build It)

Beyond Human Language: Why AI Needs Its Own Dictionary (And How to Build It)

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6 min read
Command Code vs Claude Code: The Read Tool That Saves Billions of Tokens

Command Code vs Claude Code: The Read Tool That Saves Billions of Tokens

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3 min read
Meta's Muse Glimmer: A 30B Open-Weight Model Built for Local AI Agents

Meta's Muse Glimmer: A 30B Open-Weight Model Built for Local AI Agents

Comments 1
8 min read
Agent Leaderboards Measure Score. We Added Price.

Agent Leaderboards Measure Score. We Added Price.

Comments
5 min read
What a Claude Code subagent actually costs: measuring the ~436k-token fixed overhead

What a Claude Code subagent actually costs: measuring the ~436k-token fixed overhead

Comments 2
5 min read
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