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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.

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Prodo-typing

production-shaped prototype in a separate cloud environment This is all me just brain-storming with myself, and I'd love to hear what people think about this. For background Loki is a builder agent based on openclaw designed to be deployed in its own AWS cloud account with full ownership

By Roy Osherove 21 Apr 2026

Software Engineering Practices (are also) Useful for Token Reduction

Software engineering practices were (at least when I'm pushing them) all about minimizing things for humans: * minimize how much a person needs to read to understand the meaning of something, * how many things a person needs to change to add, change or remove a feature, * how many times

By Roy Osherove 18 Apr 2026
opstalk - a cli to talk to AWS DevOps Agent

opstalk - a cli to talk to AWS DevOps Agent

So, I think Devops Agent is great. I went ahead and built a small CLI to talk to it directly from my terminal. I think it's pretty cool and makes it easy t to jump in and investigate things fast. https://github.com/inceptionstack/opstalk Quick Install npm

By Roy Osherove 10 Apr 2026

Github Repo Forks Are a New Token-Saving Mechanism

I've spent probably hundreds of $ on loki-agent's code. And spending more every day. It's code that combines: * My expertise and architectural vision and creative ideas * My token budget When I open source it, and you fork it, you're basically building on top

By Roy Osherove 05 Apr 2026
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A Blog About AI Patterns & Anti Patterns