What Developers Are Reading on Dev.to — AI Edition

Top AI-related articles from the Dev.to community this week:

8 Things Developers Confidently Explain After Watching One YouTube Video by Sylwia Laskowska (❤️ 78, 💬 36)

Why did my benchmark stop at N=22? A debugging story in nine bugs by xbill (❤️ 13, 💬 1)

LLM Evals For Developer Tools: Useful, Correct, Safe by Nazar Boyko (❤️ 24, 💬 8)

Smash Story: The Demo Script That Out-Debugged My Test Suite by xbill (❤️ 7, 💬 2)

I fixed a smolagents bug that confused everyone who hit it (with Sentry watching the whole time) by Himanshu Kumar (❤️ 7, )

BrowserAct vs Agent Browser: A Hands-On Stealth Execution Comparison by Hadil Ben Abdallah (❤️ 3, )

Stratagems #15: Derek and Alex Shared One Server. ACL's AI Was Listening to Both. by xulingfeng (❤️ 43, 💬 21)

Post-Mortem: Building a Local MCP Server for Codebase Memory using Ollama and ChromaDB by Enrique (❤️ 7, 💬 7)

Sourced from Dev.to API. Updated July 16, 2026.