Engineering consulting
For teams adopting coding agents, whether you start with one tool in one team or bring several tools and teams together, and want a rollout you can operate yourselves.
Discuss your setupWe work with engineering leads to check readiness and decide which repositories and tasks to start with, how agents integrate with your existing tools and CI, which usage policies apply, and who gets access. Each repository still needs a working harness; the harness engineering page covers that work in detail.
We run a scoped pilot on representative work, in one team or several. Human review and deterministic checks stay in place, and autonomy grows only where results support it. When a team needs to compare tools or models, repository evaluations provide the method.
Engineers get practical training on their own repositories. Platform owners get runbooks for onboarding teams, managing access and handling changes, plus the measured comparisons from the pilot, so they can run the setup without us.
Claude Code consulting goes deep on setting up that one tool. This work covers adoption more broadly: readiness, integration, policies, pilot and enablement, with one tool or several.
No. Part of the rollout is deciding which teams and repositories benefit and which don't yet.
A coding agent runs inside a harness: the instructions, commands, permissions and checks around it in your repositories. We engineer that software runtime so the agent works with your build, tests and review process.
Public benchmarks say little about how an agent performs on your code. We help you evaluate models and harness changes on tasks from your own repositories.
If your team wants to use Claude Code in real repositories, we help set it up around your codebase, your permissions and your review process, starting with a small pilot.
Not using coding agents yet, or want to discuss how your team uses them now? Tell us briefly about your team, repositories, tools and the problem you're working on.
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Send one month of usage data and get a one-page spend breakdown, at no charge.
Free usage review