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⚡ AI Lessons

Dev.to · Sunil Prakash
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Gemma 4 is the small-model tier agent stacks were waiting for
Most agent failures aren't reasoning failures. They're policy failures. The model picked the right...

Dev.to · Sunil Prakash
1mo ago
I tested 4 AI agent-governance tools against an open spec - here's the matrix
The scenario Your AI agent just deleted a customer record. Three months later, an auditor...

Dev.to · Sunil Prakash
1mo ago
Every AI toolchain is inventing its own safety layer.
Same policy. Three runtimes. # Claude Code, with @jamjet/claude-code-hook installed as...

Dev.to · Sunil Prakash
2mo ago
Your AI agent already emits OpenTelemetry. Why aren't you watching it?
TL;DR: Spring AI, LangChain4j, Koog (Kotlin), the Python OpenLLMetry-style instrumentations, and the...

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