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The Model Scored 30%. The Harness Scored 100%. Which One Did You Benchmark?

Harnesses drive massive score jumps

The Model Scored 30%. The Harness Scored 100%. Which One Did You Benchmark?

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10 min read
A Feature in My AI Agent System Went Unused for 40 Days

A Feature in My AI Agent System Went Unused for 40 Days

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3 min read
Your AI Agent Passed Every Test — Here's How It Still Failed in Production

Your AI Agent Passed Every Test — Here's How It Still Failed in Production

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7 min read
You can never backfill a read receipt: a blog comment fixed our AI pipeline

You can never backfill a read receipt: a blog comment fixed our AI pipeline

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3 min read
After Shipping 8 Chrome Extensions, These Are the 5 Rules I Always Give AI Agents

After Shipping 8 Chrome Extensions, These Are the 5 Rules I Always Give AI Agents

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5 min read
Probe vs Prose: what the verifier-sharing-your-text-channel really costs

Probe vs Prose: what the verifier-sharing-your-text-channel really costs

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16 min read
What AI Agents Actually Are, and Where the Word Ends

What AI Agents Actually Are, and Where the Word Ends

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8 min read
Humans and AI Agents Need One Commerce Record, Not Two Realities

Humans and AI Agents Need One Commerce Record, Not Two Realities

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4 min read
How I Run Multiple AI Coding Agents Without Losing Track of Their Work

How I Run Multiple AI Coding Agents Without Losing Track of Their Work

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4 min read
Did you know Grok Bot can watch videos for you?

Did you know Grok Bot can watch videos for you?

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Picked as gem Comments
5 min read
How parallel AI agents should talk to each other (and the bug that proved it)

How parallel AI agents should talk to each other (and the bug that proved it)

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3 min read
Building Shoots: a hybrid event-driven agent system for photography

Building Shoots: a hybrid event-driven agent system for photography

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7 min read
Your agent's memory needs the word 'no' — and a way to prove nobody edited it

Your agent's memory needs the word 'no' — and a way to prove nobody edited it

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5 min read
We Didn't Invent New AI Architecture. We Rediscovered 20-Year-Old Computer Science.

We Didn't Invent New AI Architecture. We Rediscovered 20-Year-Old Computer Science.

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4 min read
🤖 AI Context Engineering (Part 4): AI Agents - From Tool Calling to Multi-Step Workflows

🤖 AI Context Engineering (Part 4): AI Agents - From Tool Calling to Multi-Step Workflows

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9 min read
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