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I built an AI agent that snapshots every edit and runs your tests before it says "done"

I built an AI agent that snapshots every edit and runs your tests before it says "done"

Comments 10
4 min read
A counter in process memory is not a guard: 131 restarts proved it

A counter in process memory is not a guard: 131 restarts proved it

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Comments 6
6 min read
Mycelium – Sub-10ms Semantic Tool Routing for AI Agents (No LLM overhead)

Mycelium – Sub-10ms Semantic Tool Routing for AI Agents (No LLM overhead)

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Comments 4
2 min read
Hands-on with the official google-cloud-developer plugin: Stop AI agents from hallucinating gcloud commands

Hands-on with the official google-cloud-developer plugin: Stop AI agents from hallucinating gcloud commands

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Comments 1
10 min read
The Flaky Test That Only Failed After the Model Swap: A Debugging Retrospective

The Flaky Test That Only Failed After the Model Swap: A Debugging Retrospective

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4 min read
Stop Blaming the Model When Your Agent Repeats the Same Mistake

Stop Blaming the Model When Your Agent Repeats the Same Mistake

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5 min read
Building an Incident Dashboard Around Hindsight Memory

Building an Incident Dashboard Around Hindsight Memory

Comments 3
5 min read
xenarchos: a confirmed, sandboxed, auditable skill runner built on two open-source dependencies

xenarchos: a confirmed, sandboxed, auditable skill runner built on two open-source dependencies

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3 min read
Four Things I Don't Let the Agent Decide

Four Things I Don't Let the Agent Decide

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5 min read
Building a framework-agnostic eval harness for LLM agents

Building a framework-agnostic eval harness for LLM agents

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3 min read
OpenAI Paused Model Training Because Its Web Agents Probed Endpoints

OpenAI Paused Model Training Because Its Web Agents Probed Endpoints

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Comments 5
4 min read
Why Your OpenAPI Spec Isn't Enough for AI Agents

Why Your OpenAPI Spec Isn't Enough for AI Agents

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6 min read
AI Agents vs. Agentic AI: Moving from Task-Execution to Autonomous Reasoning

AI Agents vs. Agentic AI: Moving from Task-Execution to Autonomous Reasoning

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2 min read
Single Responsibility for AI Agents: One Workspace, One Job

Single Responsibility for AI Agents: One Workspace, One Job

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Comments 3
10 min read
The approval queue pattern: putting a human in the loop without putting them in the way

The approval queue pattern: putting a human in the loop without putting them in the way

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Comments 6
5 min read
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