AINewsnow

How to Build an AI Agent That Doesn't Go Off the Rails — The Agent Loop, Planning, Tool Use, Memory & Guardrails

A demo agent takes ten lines and a weekend. A production agent is a different animal: it loops forever on an ambiguous task, calls a tool that doesn't exist, spends $40 in tokens on one question, silently returns a confidently wrong answer, and — the first time you let it near a write action — dele…

Read the full story at DEV Community — Machine Learning ↗

Timeline · 1 report

  1. 2026-11-01 17:55 · DEV Community — Machine Learning
    How to Build an AI Agent That Doesn't Go Off the Rails — The Agent Loop, Planning, Tool Use, Memory & Guardrails

More stories

  1. Sam Altman calls consumer PC RAM use 'terrible,' meets Samsung on memory chip supply — Tom's Guide AI
  2. DeepSeek open-sources dsh-superagent, a proactive coding agent prototype — Bloomberg AI
  3. The future of the firm — OpenAI News
  4. Judge allows NAACP lawsuit over xAI data center pollution to proceed — TechCrunch AI
  5. Apple CEO John Ternus says company won't ship AI for AI's sake — Techmeme
  6. Bahrain's Mumtalakat and ARP Group to launch AI-native wholesale bank — The Globe and Mail
  7. Anthropic renames Claude Max plans and drops Ultra's five-hour usage limit — Anthropic (X)
  8. Anthropic hiring shifts as manager drops coding interviews and IPO questions probe candidate motives — Fortune AI

Get the daily brief of stories like this at 6:30 every morning →