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⚡ AI Lessons

Dev.to · Lain
🤖 AI Agents & Automation
⚡ AI Lesson
4w ago
A month of AI agents in production: July 2026, silence, retries, and phantom events
July’s production digest: silent watchdog failures, stranded tickets, infinite retries, phantom events, and the fixes that followed.

Dev.to · Lain
🛡️ AI Safety & Ethics
⚡ AI Lesson
1mo ago
A dataset breached the world's largest AI model hub
On July 16, 2026, Hugging Face disclosed a breach whose entry point was a malicious dataset, not an npm package or a stolen credential. The attack anatomy.

Dev.to · Lain
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
Your AI coding agent invented a package name. The attacker was already waiting.
An AI agent recommended react-codeshift. The package never existed. By January 2026, 237 projects referenced it and the name was already claimed.

Dev.to · Lain
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
Your AI code reviewer ran my malware (85% hit rate)
Two July 2026 disclosures show AI coding agents executing planted payloads and leaking private repos, all through context the agents were built to trust.

Dev.to · Lain
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
What Your AI Coding Agent Looks Like to a SIEM
Sophos ran a week of endpoint telemetry on Claude Code, Cursor, and Codex. 56.2% of blocking hits were credential access. The agents were working correctly.

Dev.to · Lain
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
A month of AI agents in production — June 2026: what broke, what got fixed
Monthly production digest from a multi-project AI workspace. June 2026: six boring engineering incidents, all caused and fixed by the same agents.

Dev.to · Lain
🔐 Cybersecurity
⚡ AI Lesson
1mo ago
How a preinstall hook silently ran malware on npm install
On July 11 2026, npm install jscrambler ran a Rust infostealer before the package finished installing. The attack anatomy and what to audit in your pipeline.

Dev.to · Lain
📣 Digital Marketing & Growth
⚡ AI Lesson
2mo ago
I sent 419 cold B2B emails. 41% opens. 0 clicks.
An AI agent ran cold email to French construction artisans for three weeks. 41% of recipients opened. None clicked. Here's the kill decision.

Dev.to · Lain
📰 AI News & Updates
⚡ AI Lesson
2mo ago
The Claude CLI writes errors to stdout, not stderr
My subprocess wrapper logged stderr on every Claude CLI failure for months. stderr is always empty. The real error JSON ships on stdout.

Dev.to · Lain
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
How we built KittyClaw using KittyClaw — the recursive agent workflow
How we built KittyClaw using KittyClaw — the recursive agent workflow I launched an...
DeepCamp AI