Get ready, AI Tinkerers.
We’re sitting down with Evan Boyle. This founder of GenSX is the engineer turning LLM chaos into React-style, type-safe components that can even rewrite their own code.
In the newest episode of One-Shot, Evan rips the hood off traditional agent frameworks and shows how GenSX delivers long-running production agents with tracing, caching, and a $4 self-modifying-code demo.
“I was really intrigued by this idea of what if, what if our framework was focused on data flow, workflow, and agents that allows you to use the React component model. Not React itself, but something very similar.” — Evan Boyle
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Three takeaways you’ll use immediately:
1. React-Inspired Components Crush Static Graphs
GenSX lets you compose agent steps the same way you compose JSX — type-safe, re-usable functions that explode parallelism and kill spaghetti code.
2. Tracing, Caching & Durable Execution, Built-In
Every prompt, variable, and LLM call is auto-captured. Flip on component-level caching for three-second dev loops, then let the runtime handle retries and long-running workflows.
3. A $4 Self-Modifying Agent (Yes, Really)
Evan demos an agent that checks out its own repo, edits 3 K+ lines, runs tests, and pushes to GitHub — iterating for about four bucks a pop.
Learn more from Evan
Check out more at Evan’s Twitter. Also, check out GenSX’s Github and website.
“Something that, like, five years ago, if you had a request that took five seconds, that would have been a pageable alert … that’s just pedestrian today.” — Evan Boyle
If you’re serious about building real AI products — not just weekend demos — this episode is your roadmap.
Welcome to the future of agent development.
Welcome to AI Tinkerers.
$4 Self-Modifying Coding Agents?! Here's the future of DevEx