What production agents actually require
A production agent is an evaluation harness, an observability stack, a tool registry, a permission model, a cost ceiling, and a rollback path — wrapped around an LLM. We build all of it.
- Multi-step planning and tool use across enterprise systems
- Evals + regression suites in CI for every agent
- OpenTelemetry-grade observability and cost controls
- Human-in-the-loop and approval gates where required
- Built on Claude, GPT, or Gemini — selected per use case