Managed Agent Operations

The engagement

Ongoing reliability for your agentic systems — updates to the context layer and repo skills, evaluation of new models as they ship, eval and regression runs, new tool and MCP integrations, and quality and cost monitoring, with a monthly review. The retainer that keeps a deployed agent and its context layer current instead of quietly drifting.

What this engagement covers

• Context-layer + skills updates

• New-model evaluation

• Eval + regression runs

• New integrations

• Quality + cost monitoring

• Monthly review

What you actually get

• Monthly review + iteration

• New skills + context updates

• Model-upgrade evaluations

• Eval + regression runs

• Monitoring + alerting

• Engineering Q&A channel

Who buys this

• Teams running deployed agents who need them kept current

• Platform teams keeping AI tooling and evals fresh

• Companies post-rollout who don't want the system to drift

Common questions