yanitcorel

Ask HN: How are teams productionizing AI agents today?

Posted by yanitcorel on Thursday March 12, 2026 @08:12AM
from the ask-hn dept.

Many AI agent demos work well in prototypes but break when moved to production.We’ve been exploring how teams are running agentic AI systems reliably on AWS, including orchestration, scaling, monitoring, and guardrails.We’re hosting a live technical masterclass where we’ll walk through architectures and real-world patterns used in production environments.If this topic is useful for engineers...

( Read More... | 2 comments | on HN )

Re:Ask HN: How to Be Alone? on Wednesday March 11, 2026 @01:30PM (#47338553)

I haven’t been in exactly the same situation, but I went through a period where my life structure changed suddenly and the quiet felt overwhelming. One thing that helped me realize was that the “hollow” feeling wasn’t really about being alone — it was about losing the rhythm of daily shared life. When you’re used to telling someone small things about your day, even mundane things like fixing blinds or cooking dinner, those moments actually give shape to your day.

When that disappears, everything can feel strangely flat.

Re:Ask HN: What Are You Working On? (March 2026) on Wednesday March 11, 2026 @01:25PM (#47338484)

I'm currently working on a technical session around productionizing agentic AI systems on AWS.

A lot of demos work well in prototypes, but once you try running agent-based workflows in production you start seeing issues around orchestration, tool reliability, latency, and cost control.

So I've been putting together some architecture patterns and real-world approaches teams are using to make these systems more reliable in production environments.