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Onboard a New Developer to a Repository Using Cursor Commands

Cursor

Onboard a New Developer to a Repository Using Cursor Commands

Now that cursor has added the concept of custom commands, we can put stuff like this in our repository: .cursor/commands/get-started.md: # Initialize Dev Environment for developer - greet the developer who's about to use this project, and ask if it's ok to setup the

By Roy Osherove 09 Sep 2025
Zero-Touch Algorithm Handoffs: How We Ship ML Algorithms to Prod Without Rewrites (or ML Engineers)

Zero-Touch Algorithm Handoffs: How We Ship ML Algorithms to Prod Without Rewrites (or ML Engineers)

TLDR; ML Algorithm integrations were (for us) a frustrating experience of re-implementations, duplicate work, and endless back-and-forth. We cut through that by abstracting research algorithms under Temporal activities and letting workflows that run them be maintained by developers. Researchers push new algo-code, apps just call a workflow that auto updates

By Roy Osherove 09 Sep 2025

Noise

Wanted

Wanted: AI-Augmented Developer AI-Assisted Developer AI-Driven Developer AI-First Developer Generative Engineer AI-Centric Developer Meta-Programmer Neo-Coder Code-Orchestrator AI Native Engineer Intent Engineer Context Engineer AI-Powered Engineer AI-Enhanced Developer AI-Oriented Engineer AI-Integrated Developer AI-Focused Engineer AI-Supported Developer AI-Guided Engineer AI-Optimized Developer AI-Infused Engineer AI-Supervised Developer AI-Collaborative Engineer AI-Sy

By Roy Osherove 09 Sep 2025
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A Blog About AI Patterns & Anti Patterns