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AI Agents with Guardrails: What Actually Works
Lean Orchestration
December 31, 2025
1 min read
A practical approach to deploying AI agents safely: constraints, tool access, evals, and rollback.
AI Agents with Guardrails
Agents are powerful, but production systems need control.
Start with constraints
Define what an agent can do, and what it must never do.
Observability
- record prompts
- record tool calls
- record outcomes
Rollback
Always ship a kill-switch and safe defaults.