Managed Agent Operations

Keep your agents and context layer current — new skills, model upgrades, evals, and quality monitoring, every month.

PriceFrom $6K/mo
TimelineMonthly, cancel any time
TermsCancel any time

We keep your agents and context layer sharp as models and your codebase move underneath them. Context-layer and skill updates, evaluation of new models as they ship, eval and regression runs, new tool and MCP integrations, and quality and cost monitoring — with a written review, every month.

The retainer that keeps a deployed agent current instead of quietly drifting. Cancel any time, 30-day notice, no lock-in.

Each month
01Week 1

Health check

Eval and regression runs across your agents and context layer — we catch drift before your users do.

02Week 2

New models

We evaluate models as they ship and upgrade only where the evals say it's safe.

03Week 3

Iterate

New skills, new integrations, and context-layer updates for whatever your team shipped this month.

04Week 4

Review

A written monthly review — what changed, what the numbers say, and what's next.

Scope

What the engagement covers

Context + skills

What we run
  • Keep AGENTS.md current
  • New repo skills
  • Retire stale rules
What you get

The context layer tracks your codebase instead of rotting the moment you ship.

What you receive

Reliability, delivered every month — not a system that drifts.

The health checks, model evaluations, and updates that keep a deployed agent sharp. A sample month is shown; yours is scoped to your systems.

This month at a glance

Quality and cost, kept visible and capped — the dashboard you get every month.

ops · this monthSample
Eval pass rate
96%▲ 2%
Uptime
99.9%
Cost / mo
$1,240capped
Drift alerts
0

A model-upgrade eval

We upgrade only where the evals say it's safe — gains without regressions.

evals/model-upgrade.jsonSample
Upgrade check
Safe to upgrade
Pass
Task success96
Regression delta99
Latency88
Cost / run79
Tone + safety98

The monthly health check

A full regression and eval run across every agent.

health · monthlySample
context-layer lintcurrent
eval suite96%
regression0 new
cost capunder
integrationsgreen
5 pass · 0 warn · 0 fail

This month's changelog

Everything we shipped to keep your systems current.

changelog · aprilSample
SKILLAdded a triage-incident repo skillApr 3
MODELMigrated to the latest frontier model after evalsApr 9
EVALRegression suite: 0 new failuresApr 15
MCPWired the Zendesk tool for the support agentApr 22
PlusA monthly written review · a shared engineering Q&A channel · 30-day cancellation, no lock-in.
Fit

Built for

Head of Eng

Running deployed agents

Someone who keeps the agents sharp as models and the codebase move — without adding headcount.

Platform team

Owning shared AI tooling

Evals and context kept fresh, so internal tooling doesn't quietly degrade.

Post-rollout org

Protecting the investment

The system stays current instead of drifting the day the engagement ends.

FAQ

Questions, answered

Common questions

Start here

Book a free scoping call.

We scope the exact number with you, and sign a mutual NDA before any code or data is shared.

Newsletter

One letter, every week. Working systems — not hot takes.

Build logs, agentic engineering decisions, agent failures, evals, and what survives real users. Sent weekly, never more.

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