📰 Dev.to · Sreejit Pradhan

My AI Kept Hallucinating Career Paths. I Abandoned the Project. GitHub Copilot Helped Me Fix What Was Actually Broken.

Everyone's Talking About Gemini 3.5 Flash. The Real Story at Google I/O 2026 Was a Skill File.

93 Agents. 2.6 Billion Tokens. One Working OS. And a Bill Under $1,000.

“Most AI agents forget everything between sessions. I ran Hermes continuously for 7 days to see what would happen.”

“What good is AI if it stops working the moment the internet dies? Built an offline Gemma 4 farm doctor for real-world rural use.”

Everyone's Talking About Bigger AI Models. I Built a Gemma 4 Farm Doctor That Works When the Internet Doesn't.

I Ran Hermes Agent on the Same Task for 7 Days. The Skill File on Day 7 Looked Nothing Like Day 1.

I Let AI Write My Entire App — Here's What Actually Happened

From One Prompt to a Full Fantasy Nation Generator — No Code, No Cost

I Tested Every Gemma 4 Model on a GTX 1650. Here's What Actually Happened.