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A Frontend Tech Lead's Process for AI Assisted Coding in Cursor

Roy Osherove

Roy Osherove

12 Oct 2025

My extremely talented colleague, Harel Coman, wrote a new blog post about how he uses AI augmented coding with Cursor as a frontend tech lead. He ended up developing his own method which works well for him, and documenting it.

We've seen amazing results with quality code in our product and we're slowly integrating this type of workflow (with adaptations) for other frontend devs in the company.

Read more

Cursor & Other AI dev tools need a model-switch hook

A common thing for me and other developers I see do (I was first alerted to this by Harel Coman) . We work mainly with cursor but a few use claude code. But a common pattern is this: Start chat, then: 1. Enter Prompt 2. Choose model for this prompt 3.

By Roy Osherove 27 Dec 2025
Video: Zero-Touch Algorithm Handoffs: Shipping ML Algorithms to Prod Without Rewrites (or ML Engineers)

Video: Zero-Touch Algorithm Handoffs: Shipping ML Algorithms to Prod Without Rewrites (or ML Engineers)

A while ago I wrote about Zero-Touch Algorithm Handoffs: How We Ship ML Algorithms to Prod Without Rewrites (or ML Engineers) and a few weeks ago I got the chance to speak about this topic at the BuildStuff conference. Here's the video: Summary In this video I break

By Roy Osherove 27 Dec 2025
Video: RepoSwarm - Giving AI Agents Architecture Context Across All Your Repos (BuildStuff Conference)

Video: RepoSwarm - Giving AI Agents Architecture Context Across All Your Repos (BuildStuff Conference)

In a previous blog post I wrote about RepoSwarm: Give AI Agents Context Across All Your Repos . A few weeks ago I spoke at BuildStuff conference about this tool including a deep dive into its architecture and what you can do with it. Here's the link to the

By Roy Osherove 27 Dec 2025

Red Queen Code Review Pattern with AI

My colleague, Harel Coman, wrote about a new AI-driven code review pattern he's been implementing lately called Red Queen Code Review. I like this idea. If I had to put it in a sentence: Every Code Review "issue" must change either your code, or the AI

By Roy Osherove 05 Nov 2025
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A Blog About AI Patterns & Anti Patterns