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My Self-Evolving AI Agent Kept Passing Its Own Tests. The Code Had Never Run

Comments debate isolating execution gates

My Self-Evolving AI Agent Kept Passing Its Own Tests. The Code Had Never Run

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16 min read
Your MCP Eval Checklist Has an Auth Row. In Payments It's the Whole Table.

Your MCP Eval Checklist Has an Auth Row. In Payments It's the Whole Table.

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Comments 15
4 min read
How AIClaw's Harness Runtime Stops Agents From Pretending They're Done

How AIClaw's Harness Runtime Stops Agents From Pretending They're Done

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4 min read
I Used Claude Code Heavily. Then Codex Changed How I Hand Off Work.

I Used Claude Code Heavily. Then Codex Changed How I Hand Off Work.

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Comments 1
6 min read
The Gate Only Logged When It Fired. I Replayed 116,022 Candidate Stop Points to Find the Rest.

Replaying transcripts reveals a 64% filter rate

The Gate Only Logged When It Fired. I Replayed 116,022 Candidate Stop Points to Find the Rest.

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Comments 19
8 min read
Write It Down, Sort It Later

Write It Down, Sort It Later

Comments
6 min read
Solon AI Talents: Building Modular, Context-Aware AI Agents Beyond Simple Tools

Solon AI Talents: Building Modular, Context-Aware AI Agents Beyond Simple Tools

Comments
5 min read
Why Webhooks Time Out for Long-Running Autonomous Agents (and the Fix)

Why Webhooks Time Out for Long-Running Autonomous Agents (and the Fix)

Comments
6 min read
Solon AI Talents: Building Modular, Context-Aware AI Agents Beyond Simple Tools

Solon AI Talents: Building Modular, Context-Aware AI Agents Beyond Simple Tools

Comments
5 min read
What Is Context Rot? Why AI Agents Degrade Mid-Session

What Is Context Rot? Why AI Agents Degrade Mid-Session

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7 min read
When the Agent Says "It's Done," Don't Take Its Word for It

When the Agent Says "It's Done," Don't Take Its Word for It

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5 min read
The Channel Gap: Why Your LLM Judge is Blind in One Eye

Combines text judges with filesystem checks

The Channel Gap: Why Your LLM Judge is Blind in One Eye

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15 min read
Your AI agent re-adds code you reverted last month

Your AI agent re-adds code you reverted last month

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Comments
24 min read
Cloudflare OS āļ„āļ·āļ­āļ­āļ°āđ„āļĢ â€” āđāļžāļĨāļ•āļŸāļ­āļĢāđŒāļĄāđ‚āļ­āđ€āļžāđˆāļ™āļ‹āļ­āļĢāđŒāļŠāļ„āļļāļĄāļŠāļīāļ—āļ˜āļīāđŒ AI Agent āļ—āļĩāđˆāđ€āļ‚āđ‰āļēāļ–āļķāļ‡āļ‚āđ‰āļ­āļĄāļđāļĨāļ­āļ‡āļ„āđŒāļāļĢ

Cloudflare OS āļ„āļ·āļ­āļ­āļ°āđ„āļĢ â€” āđāļžāļĨāļ•āļŸāļ­āļĢāđŒāļĄāđ‚āļ­āđ€āļžāđˆāļ™āļ‹āļ­āļĢāđŒāļŠāļ„āļļāļĄāļŠāļīāļ—āļ˜āļīāđŒ AI Agent āļ—āļĩāđˆāđ€āļ‚āđ‰āļēāļ–āļķāļ‡āļ‚āđ‰āļ­āļĄāļđāļĨāļ­āļ‡āļ„āđŒāļāļĢ

Comments
2 min read
Agency Agents, āļ„āļĨāļąāļ‡ AI Specialists 140K Stars āļ—āļĩāđˆāđ€āļ›āļĨāļĩāđˆāļĒāļ™ AI Agent āļ‚āļ­āļ‡āļ„āļļāļ“āđƒāļŦāđ‰āđ€āļ›āđ‡āļ™ Dream Team

Agency Agents, āļ„āļĨāļąāļ‡ AI Specialists 140K Stars āļ—āļĩāđˆāđ€āļ›āļĨāļĩāđˆāļĒāļ™ AI Agent āļ‚āļ­āļ‡āļ„āļļāļ“āđƒāļŦāđ‰āđ€āļ›āđ‡āļ™ Dream Team

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3 min read
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