Tagged: autonomous systems
3 articles on autonomous systems.
The Self-Healing Stack: What AI-Native Infrastructure Actually Means
The AI Cloud vision — where infrastructure monitors, optimizes, and repairs itself — is compelling. Some of it exists today. Most of it doesn't yet. Here's an honest breakdown of what self-healing infrastructure looks like in practice — and what engineers should actually be doing to prepare.
What It Actually Takes to Build a Real LLM Agent
Everyone's talking about agents. Few people have actually built one that works in production. Here's what the architecture papers skip: the failure modes, the memory tradeoffs, the tool design decisions that actually matter.
What AI Agents Actually Are (And What They Can't Do Yet)
Everyone is building 'agents.' Most are just APIs with a system prompt. Here's the precise definition, what the components that actually matter are, the failure modes I've hit, and how to pick the right pattern for your problem.