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📰 Dev.to · Sunil Prakash

5 articles · Updated every 3 hours · View all reads

All Articles 189,339 Blog Posts 171,214 Tech Tutorials 50,750 Research Papers 36,772 News 23,157 ⚡ AI Lessons

Gemma 4 is the small-model tier agent stacks were waiting for

Dev.to · Sunil Prakash 🤖 AI Agents & Automation ⚡ AI Lesson 4mo 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...

I tested 4 AI agent-governance tools against an open spec - here's the matrix

Dev.to · Sunil Prakash 📰 AI News & Updates 4mo 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...

Every AI toolchain is inventing its own safety layer.

Dev.to · Sunil Prakash 🛡️ AI Safety & Ethics ⚡ AI Lesson 4mo ago

Every AI toolchain is inventing its own safety layer.

Same policy. Three runtimes. # Claude Code, with @jamjet/claude-code-hook installed as...

Your AI agent already emits OpenTelemetry. Why aren't you watching it?

Dev.to · Sunil Prakash 🤖 AI Agents & Automation ⚡ AI Lesson 4mo 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...

The State of Memory in Java AI Agents (April 2026)

Dev.to · Sunil Prakash 🤖 AI Agents & Automation ⚡ AI Lesson 5mo ago

The State of Memory in Java AI Agents (April 2026)

This post was originally published on jamjet.dev. TL;DR If you're building AI agents in...