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TechnologyDev.to40m ago

Porting natsort to Rust taught me that "it compiles" is the easy 5%

TL;DR: I ported Python's natsort library to Rust for Port Mortem 2026. Writing the sorting algorithm turned out to be the easy part. The difficult part was proving the Rust implementation behaved identically to the original Python library across thousands of edge cases without quietly changing ...

TechnologyDev.to45m ago

# Beyond Chatbots: Why AIoT Is Where Developers Can Build Real-World Impact

If you've spent any time in tech over the past couple of years, you've probably built (or at least experimented with) an AI application. Chatbots, code assistants, document summarizers, and AI-powered search are everywhere. But after building a few of these projects, I started asking myself: Wh...

TechnologyDev.to46m ago

Human-in-the-Loop with LangGraph.js: Pausing a Graph for Approval

Book: AI That Plans The series: AI in TypeScript — 5 books, from your first LLM call to agents in production — all five here My project: Hermes IDE | GitHub — an IDE for developers who ship with Claude Code and other AI coding tools Me: xgabriel. com | GitHub An agent that can issue refunds needs...