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The Doer-Checker Pattern: How We Got an Autonomous Agent to 75% Bug Resolution With Zero Production Incidents
Sarthak Banga
Sarthak Banga
Sarthak Banga
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Jul 18
The Doer-Checker Pattern: How We Got an Autonomous Agent to 75% Bug Resolution With Zero Production Incidents
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agents
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ai
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architecture
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automation
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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
vishnu
vishnu
vishnu
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Jul 18
I Built a Crew of AI Agents That Review Code Like a Real Team — Then Watched Them Argue With SigNoz
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showdev
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agents
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ai
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llm
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4 min read
Give your AI sub-agent a budget, not your keys
Grantor
Grantor
Grantor
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Aug 21
Give your AI sub-agent a budget, not your keys
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ai
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agents
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mcp
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security
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2 min read
Architecting lean LLM caching: how to drop a 20M-row table without losing your AI memory
Wonder-David Efe
Wonder-David Efe
Wonder-David Efe
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Jul 18
Architecting lean LLM caching: how to drop a 20M-row table without losing your AI memory
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ai
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dataengineering
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agents
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llm
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2
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4 min read
An AI agent exported a patient record. Your logs can't say who told it to.
Alex LaGuardia
Alex LaGuardia
Alex LaGuardia
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Jul 18
An AI agent exported a patient record. Your logs can't say who told it to.
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mcp
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security
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ai
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agents
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6 min read
23 TypeScript Tools for Making Software Explicit in the AI Era
Remo H. Jansen
Remo H. Jansen
Remo H. Jansen
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Aug 21
23 TypeScript Tools for Making Software Explicit in the AI Era
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discuss
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typescript
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agents
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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.
Allen Brooks
Allen Brooks
Allen Brooks
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Aug 10
I handed my backlog to an agent fleet for ten days. Three of its safeguards were lying to me.
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agents
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ai
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automation
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productivity
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3
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11 min read
I Built a Remote Linux Agent Because I Kept Forgetting Commands and Hating SSH Loops
Michael Odhiambo
Michael Odhiambo
Michael Odhiambo
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Jul 18
I Built a Remote Linux Agent Because I Kept Forgetting Commands and Hating SSH Loops
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showdev
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agents
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linux
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productivity
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4 min read
Your AI Agent Returned HTTP 200. Why Did the Workflow Still Fail?
Zira
Zira
Zira
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Aug 21
Your AI Agent Returned HTTP 200. Why Did the Workflow Still Fail?
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testing
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devops
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agents
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ai
3
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4
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4 min read
Session Pending and Memory Layers in Solon Agents: Pause Runs, Isolate History, Resume Work
Solon Framework
Solon Framework
Solon Framework
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Jul 18
Session Pending and Memory Layers in Solon Agents: Pause Runs, Isolate History, Resume Work
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agents
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ai
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architecture
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llm
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5 min read
I Used to Deride AI Assistants. Then I Met a Stack of Business Cards.
Nikhil Sharma
Nikhil Sharma
Nikhil Sharma
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Jul 19
I Used to Deride AI Assistants. Then I Met a Stack of Business Cards.
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agents
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ai
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productivity
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2 min read
Death by Amnesia: Your Agent Said Got It and Forgot Everything — Until a Lawsuit Arrived
wzg0911
wzg0911
wzg0911
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Jul 18
Death by Amnesia: Your Agent Said Got It and Forgot Everything — Until a Lawsuit Arrived
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ai
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agents
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machinelearning
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python
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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
Suraj Khaitan
Suraj Khaitan
Suraj Khaitan
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Jul 18
🛠️ Agent Toolkit for AWS: How to Give Your AI Agent 15,000 AWS APIs — and Still Sleep at Night
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ai
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aws
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claude
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14 min read
What actually breaks when you run LLM agents unattended for 58 days
GX Cafe LLC
GX Cafe LLC
GX Cafe LLC
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Aug 21
What actually breaks when you run LLM agents unattended for 58 days
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ai
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llm
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devops
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4
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6 min read
I built a workflow that forces AI agents to teach you the code they write
BaoKhang
BaoKhang
BaoKhang
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Jul 18
I built a workflow that forces AI agents to teach you the code they write
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agents
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ai
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learning
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opensource
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1 min read
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