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⚡ AI Lessons

Dev.to · Himanshu Kumar
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
The bug that never crashed: how I fuzzed an AI's own code sandbox and found it lying to its model
This is a submission for DEV's Summer Bug Smash: Smash Stories powered by Sentry. The bug...

Dev.to · Himanshu Kumar
3d ago
The smolagents sandbox broke 'a, *b = list', one of Python's most common lines
This is a submission for DEV's Summer Bug Smash: Clear the Lineup powered by Sentry. Fourth entry,...

Dev.to · Himanshu Kumar
4d ago
The smolagents bug that made my agent retry the same valid code three times
Third entry in the DEV x Sentry Bug Smash. Entry 1 was a crash with a confusing message. Entry 2 was...

Dev.to · Himanshu Kumar
🤖 AI Agents & Automation
⚡ AI Lesson
5d ago
One line of math froze my AI agent forever. The timeout watched and did nothing.
This is my second entry for the DEV x Sentry Bug Smash challenge. Entry #1 was a crash with a...

Dev.to · Himanshu Kumar
1w ago
I fixed a smolagents bug that confused everyone who hit it (with Sentry watching the whole time)
This is a submission for DEV's Summer Bug Smash: Clear the Lineup powered by Sentry. ...

Dev.to · Himanshu Kumar
1w ago
I Traced a Multi-Step LLM Agent With Self-Hosted SigNoz. One Feature Sold Me.
Multi-step LLM agents fail in a way normal backends don't. Nothing crashes. The pipeline "works", the...

Dev.to · Himanshu Kumar
1w ago
My Abandoned Cricket Kit Confronted Me. So I Built It a Voice
This is a submission for the DEV Weekend Challenge: Passion Edition. What I...
Dev.to · Himanshu Kumar
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
Vegas Amnesia: I turned Cognee's memory lifecycle into a detective game
Built for the WeMakeDevs × Cognee "The Hangover Part AI" hackathon — Cognee Cloud track. ▶ Play it...

Dev.to · Himanshu Kumar
3w ago
I built a trust firewall for my AI agent's memory — on Cognee's four verbs
Built for the WeMakeDevs × Cognee hackathon — "The Hangover Part AI: Where's My Context?" AI...

Dev.to · Himanshu Kumar
⚡ AI Lesson
1mo ago
The Most Used Technology in the World Has Zero Marketing and Product People
174 million smart TVs, most of which run Linux. 3.9 billion Android phones. Zero...

Dev.to · Himanshu Kumar
📣 Digital Marketing & Growth
⚡ AI Lesson
2mo ago
My PR Merged Into a Graveyard: On the Rise of Antigravity and the Fall of Open Source
This is a submission for the Google I/O Writing Challenge Last week, I got the little green...

Dev.to · Himanshu Kumar
⚡ AI Lesson
4mo ago
I built a TypeScript client for Ceph Object Storage because the only npm package was 7 years old. Here's What I Learned
Last month I went looking for a Node.js client to manage users and buckets on our Ceph RADOS Gateway....

Dev.to · Himanshu Kumar
5mo ago
Why Your Code Needs a Time Machine: A Git Guide for Beginners
Git for Beginners: The Essential Guide to Version Control What is Git? Imagine...

Dev.to · Himanshu Kumar
6mo ago
Inside Git: How It Works and the Role of the .git Folder
You already type git add, git commit, and git push. They do the job. But do you know what actually...

Dev.to · Himanshu Kumar
6mo ago
The Pendrive Problem: Why Version Control Was Born
Back in the day, developers literally carried code around on USB sticks (pendrives). Imagine Alice...
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