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TechnologyDev.to59m ago

What a HIPAA-Compliant AI Voice Agent Actually Costs

A HIPAA-compliant AI voice agent for healthcare typically costs $40,000-$150,000 to build, depending on call complexity and EHR integration, plus $2,000-$15,000/month to operate. The build cost isn't dominated by the speech model — it's dominated by the compliance and data-retention layer wrappe...

TechnologyDev.to3h ago

AI Agent Security Audit Checklist: 8 Critical Tests for Production Deployments

AI Agent Security Audit Checklist: 8 Critical Tests for Production Deployments AI agents are no longer experimental. In 2026, enterprises are deploying LLM-powered agents that read databases, execute code, send emails, and control production infrastructure. The question is no longer "should we ...

TechnologyDev.to6h ago

I Built a Durable AI Knowledge Base with Markdown and Git

Why search alone does not create memory—and how source layers, agent rules, and deterministic checks keep a knowledge base useful over time My AI knowledge base starts with a directory tree, not a search box: 10-inbox rough, unverified capture 20-sources evidence that cannot be silently r...

TechnologyDev.to12h ago

I built a small library so my LLM agent stops double-charging people

Agents that call tools over a network eventually retry a call they shouldn't have. If the tool isn't idempotent, that retry becomes a duplicate charge, a duplicate email, a duplicate order — quietly, with nothing in the logs to flag it. It's a decades-old distributed-systems problem wearing a n...

TechnologyDev.to13h ago

Rod Johnson Is Back - and He's Bringing AI Agents to Java

If you have written enterprise Java in the last 20 years, you know the name Rod Johnson. He created Spring Framework back in 2003 - the thing that made Java dependency injection feel natural instead of like wrestling XML. Spring basically rewrote how enterprise Java works.

TechnologyHacker News13h ago

Ask HN: What are your current favorite monitoring and observability solutions?

With so much agent-assisted development going on, I think monitoring what we deploy is more important than ever. What are your favorite solutions, along with any advice you'd give for implementing/using them? I'd personally prefer to hear about non-SaaS solutions, but I realize that may be hard...

TechnologyDev.to15h ago

I Stopped Doing the Work Myself. My OpenClaw Agent Now Delegates to Sub-Agents.

There's a moment when you stop thinking of your AI agent as a tool you're holding, and start thinking of it as infrastructure you're operating. For me, that moment was when I started delegating work to sub-agents — spawning child sessions inside my main OpenClaw agent to handle parallel streams ...