AI Reliability

Agents skipped the boring part, and it is about to cost teams

24 Jun 2026 4 min read AI Reliability

A model update you did not approve can break your agents overnight. No rollback. No trace. No warning. You will find out from a customer, or from a number in a report that

The Architecture Selection Compass: six questions before you upgrade the model

20 Jun 2026 5 min read Agentic AI

How do I know when an AI workload actually needs an iterative agentic solution or single-shot ? When is the slower, costlier system worth it, and when am I just paying for paranoia? This blog post tries to answer these questions.