The current hype around autonomous agents, and what actually works in production
Dachande663
created: July 20, 2025, 8:59 a.m. | updated: July 20, 2025, 9:35 p.m.
Everyone says 2025 is the year of AI agents.
The headlines are everywhere: "Autonomous AI will transform work," "Agents are the next frontier," "The future is agentic."
Data & Infrastructure agents: Database operation agents that handle complex queries and migrations, DevOps automation AI systems managing infrastructure-as-code across multiple cloud providers.
TL;DR: Three Hard Truths About AI AgentsAfter building 12+ production systems, here's what I've learned:Error rates compound exponentially in multi-step workflows.
Building the Right WayIf you're thinking about building with AI agents, start with these principles:Define clear boundaries.
2 weeks, 1 day ago: Hacker News: Front Page