Tech debt

The Design-Code Roundtrip That Isn't — Jonathan Gordon, ReWeaver AI

The Design-Code Roundtrip That Isn't — Jonathan Gordon, ReWeaver AI

Jonathan Gordon, with three decades in dev tools, unpacks why AI hasn't solved the design-code roundtrip problem. He introduces ReWeaver, a tool that uses deterministic guardrails to detect and manage "drift" between AI-generated code and design, ensuring fidelity and control across dimensions like accessibility and design consistency, ultimately advocating for humans to remain in control.

Automating Large Scale Refactors with Parallel Agents - Robert Brennan, AllHands

Automating Large Scale Refactors with Parallel Agents - Robert Brennan, AllHands

A deep dive into orchestrating swarms of AI agents for large-scale code refactoring. Learn practical workflows, task decomposition strategies, and context-sharing patterns, demonstrated with a real-world case study on migrating a large codebase.