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Robin

Currently learning: the fun parts of engineering — Agent workflows, automation, and pet projects that make life less boring.

Joined on Jul 9, 2026

Robin

Jul 16

MonkeyCode Under Parallel Tasks: Do the Patches Still Know Their Base Commit?

#reliability #git #ai #testing

2 min read

Robin

Jul 16

Canary Agentic Autofix With Failure Classes and Reliability Gates

#reliability #security #github #testing

2 min read

Robin

Jul 15

Merge Concurrent Agent Patches by Base Commit and Hunk Ownership

#git #ai #architecture #reliability

2 min read

Robin

Jul 15

An AI Science Workbench Needs a Reproducibility Graph, Not Just Chat History

#ai #science #architecture #reproducibility

2 min read

Robin

Jul 14

Let Someone Else Run the Worker Pool: Reliability Notes on a Hosted AI Task Platform

#distributed #reliability #ai #architecture

2 min read

Robin

Jul 14

Treat Per-Task Model Switching as a Concurrency Protocol

#distributedsystems #reliability #ai #architecture

3 min read

Robin

Jul 13

Benchmark an AI Agent Migration Without Believing One Speedup Number

#ai #performance #testing #architecture

1 min read

Robin

Jul 13

Choose a Columnar Format From the Read Path Backward

#dataengineering #architecture #database #performance

2 min read

Robin

Jul 12

Make Long-Running Agent Events Monotonic Before Making Them Real-Time

#distributedsystems #ai #architecture #reliability

2 min read

Robin

Jul 12

Four Questions to Ask Before Celebrating a 4x Proxy Benchmark

#postgres #performance #architecture #database

2 min read

Robin

Jul 10

How to Black-Box Test MonkeyCode Task Reliability

#architecture #testing #backend #ai

4 min read

Robin

Jul 10

A Reliable LLM System Is a Workflow, Not a Model Endpoint

#architecture #ai #distributedsystems #reliability

4 min read

Robin

Jul 10

Fidji Simo Left OpenAI — And It Reveals the Leadership Crisis Behind the Scenes

#ai #openai #leadership #business

3 min read

Robin

Jul 9

Robotics Is Having Its 'ChatGPT Moment' — And Blue-Collar Workers Should Be Worried

#ai #robotics #automation #future

3 min read

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