Your engineers aren't fluent with AI tooling yet
your engineers should not be writing glue scripts.
The problem
Your engineers hand-prompt their assistant one file at a time. They have no specialist agents, no shared procedures, no tool bridges into your own systems, and nothing that stops a model from doing something it shouldn't. You know the productivity gains exist. You can't reliably get them.
What ships
- 01
per-team YAML orchestrator
- 02
custom subagents for your workflows
- 03
MCP bridges (GitHub, Slack, lab wiki, LIMS)
- 04
handoff: you own the code, no vendor lock-in
Acceptance criteria
- A senior IC on your team extends the harness unaided, adding an agent, a skill, a tool bridge and a gate, while we watch and don't help.
- Documented before/after measurements on representative tasks from your backlog.
- Every target engineer has worked at least one real ticket through the harness.
- Every enforcement gate fired on purpose and observed to block.
- One-command uninstall, demonstrated.
Engagement shape
scope call → build sprint (2–4 wk, fixed) → handoff
Ideal for
Frontier R&D teams where senior ICs need leverage, not headcount.
Quoted per team, surface, system or pipeline. No hourly billing, no open-ended retainer.