8 min read
Autonomous AI Agents in 2026: Loops, Guardrails, Budgets
Autonomous AI agents in 2026: how agent loops run, the hard guardrails that keep them safe, per-run budgets, and when full autonomy actually works.
LayerFlow Blog
Budget caps, model routing, and cost control.
Practical guides on hard budget caps, per-project attribution, BYOK gateways, and routing models on price instead of guesswork.