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The Doer-Checker Pattern: How We Got an Autonomous Agent to 75% Bug Resolution With Zero Production Incidents

The Doer-Checker Pattern: How We Got an Autonomous Agent to 75% Bug Resolution With Zero Production Incidents

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6 min read
I Built a Crew of AI Agents That Review Code Like a Real Team — Then Watched Them Argue With SigNoz

I Built a Crew of AI Agents That Review Code Like a Real Team — Then Watched Them Argue With SigNoz

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4 min read
Give your AI sub-agent a budget, not your keys

Give your AI sub-agent a budget, not your keys

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2 min read
Architecting lean LLM caching: how to drop a 20M-row table without losing your AI memory

Architecting lean LLM caching: how to drop a 20M-row table without losing your AI memory

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4 min read
An AI agent exported a patient record. Your logs can't say who told it to.

An AI agent exported a patient record. Your logs can't say who told it to.

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6 min read
23 TypeScript Tools for Making Software Explicit in the AI Era

23 TypeScript Tools for Making Software Explicit in the AI Era

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14 min read
I handed my backlog to an agent fleet for ten days. Three of its safeguards were lying to me.

I handed my backlog to an agent fleet for ten days. Three of its safeguards were lying to me.

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11 min read
I Built a Remote Linux Agent Because I Kept Forgetting Commands and Hating SSH Loops

I Built a Remote Linux Agent Because I Kept Forgetting Commands and Hating SSH Loops

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4 min read
Your AI Agent Returned HTTP 200. Why Did the Workflow Still Fail?

Your AI Agent Returned HTTP 200. Why Did the Workflow Still Fail?

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4 min read
Session Pending and Memory Layers in Solon Agents: Pause Runs, Isolate History, Resume Work

Session Pending and Memory Layers in Solon Agents: Pause Runs, Isolate History, Resume Work

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5 min read
I Used to Deride AI Assistants. Then I Met a Stack of Business Cards.

I Used to Deride AI Assistants. Then I Met a Stack of Business Cards.

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2 min read
Death by Amnesia: Your Agent Said Got It and Forgot Everything — Until a Lawsuit Arrived

Death by Amnesia: Your Agent Said Got It and Forgot Everything — Until a Lawsuit Arrived

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8 min read
🛠️ Agent Toolkit for AWS: How to Give Your AI Agent 15,000 AWS APIs — and Still Sleep at Night

🛠️ Agent Toolkit for AWS: How to Give Your AI Agent 15,000 AWS APIs — and Still Sleep at Night

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14 min read
What actually breaks when you run LLM agents unattended for 58 days

What actually breaks when you run LLM agents unattended for 58 days

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6 min read
I built a workflow that forces AI agents to teach you the code they write

I built a workflow that forces AI agents to teach you the code they write

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1 min read
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