AI Workflow Enablement
Get Your Engineering Team Actually Using Claude Code
A structured 3–8 week engagement that closes the gap between the handful of engineers using it well and the rest of the team.
Teams that get this right see 20x+ productivity gains. Teams that don't get inconsistent output and slowly abandon it.
The Problem
Most engineering teams fall into the same pattern: a few developers figure out Claude Code on nights and weekends and get genuinely productive. The rest use it occasionally, get inconsistent results, and go back to working the old way. Leadership wants consistent adoption but can't get there without actually enabling the team.
The gap isn't motivation — it's structure. Whatever conventions your team has exist in someone's head, not in code. There may be a CLAUDE.md, but it's probably not doing much. There's no shared skill library, no documented workflows, no process for leveling up engineers who are stuck. Everyone is reverse-engineering the same lessons alone.
Typical team adoption distribution
The 20% have figured something out. This engagement transfers it to the rest.
Benchmarks show agentic coding can deliver 22.5x productivity — but only when the setup is right. Without shared conventions and guardrails, most engineers never get close.
How It Works
Discovery
Interviews with your existing power users + codebase review to surface what's already working and where the friction is.
Standards
A CLAUDE.md system built for your codebase — not just a single config file, but a layered set of docs that give Claude the right context for each part of your stack. Shared skills that encode your team's actual high-value workflows. A codebase readiness assessment surfacing what structural friction is making agents less reliable. And a team playbook drafted before the first workshop.
CLAUDE.md system
CLAUDE.md ← root orientation
@docs/ARCHITECTURE.md
@docs/TESTING.md
@docs/CONVENTIONS.md
billing/ ← domain context
CLAUDE.md
auth/ ← domain context
CLAUDE.md
Workshops
Two live sessions (recorded) built on your actual codebase — not generic demos. Foundations first, advanced patterns second.
Handoff
Your team owns it. Internal champion briefed, playbook delivered, recordings archived. Plus a 30-day follow-up.
What You Get
Deliverables
- Power user interview synthesis
Patterns, failure modes, and skill candidates surfaced from your best engineers — the tribal knowledge, documented.
- Codebase readiness assessment
A structured review of what's making agents less reliable in your repo: file organization, documentation gaps, missing conventions, test coverage patterns.
- CLAUDE.md system
A layered set of docs configured for your stack: a root orientation file pointing into domain-specific context files for each part of your codebase. Not a dump — a navigation system.
- 2–3 custom shared skills
Reusable slash commands encoding your team's highest-value workflows — the patterns your power users run manually every day, turned into one-liners for everyone.
- Team playbook
Documented conventions, agent-safe patterns, and anti-patterns specific to your codebase and stack. Owned by your team, not a consulting artifact.
- 2 recorded workshop sessions
Live sessions built on your actual codebase. Foundations first, advanced patterns second. Recorded so engineers who couldn't attend aren't left behind.
- Internal champion handoff package
Everything one engineer needs to own and evolve the system after the engagement ends: briefing doc, maintenance guide, and a clear path forward.
- 30-day follow-up
A structured check-in after the team has been running independently. Address what's stuck, refine what's not working, confirm the champion is set up to succeed.
Free tool
Run the Agent-Ready Assessment on your codebase
Before booking a call, run the free codebase readiness assessment. It scores your repo across 8 dimensions: test coverage, documentation, architecture clarity, type safety, and more. Takes about 10 minutes and produces a full improvement roadmap.
It's a Claude Code plugin. If your team is already using Claude Code, you can run it now. The output makes for a useful starting point on a discovery call.
/plugin marketplace add dgalarza/claude-code-workflows
/plugin install codebase-readiness@dgalarza-workflows
Engagement Options
Investment
Small Team
From $8,000
Up to 15 engineers · 3–4 weeks
- • Group discovery session
- • CLAUDE.md system + 1 shared skill
- • 1 combined workshop session
- • Team playbook + champion handoff
Standard
From $12,000
15–70 engineers · 6 weeks
- • 3–5 individual power user interviews
- • Full codebase readiness assessment
- • CLAUDE.md system + 2–3 shared skills
- • 2 workshop sessions + full deliverables
Large Team
From $25,000
70+ engineers · 8 weeks
- • Stakeholder alignment call + 6–8 interviews
- • Org-level + squad-level CLAUDE.md systems
- • 3–4 cohort workshop sessions
- • Multiple champions + extended handoff
Not sure which fits? We'll figure it out on the discovery call.
Who This Is For
- CTOs and VPs of Engineering who want consistent Claude Code adoption across the team, not just a few power users
- Engineering orgs with a handful of power users and a wide adoption gap
- Teams that have tried organic/bottoms-up adoption and are ready to formalize it
About the Approach
This isn't a generic AI training. The CLAUDE.md, the skills, the workshop examples: everything is built on your actual codebase and surfaced from your own engineers.
Before writing a single convention, we assess what's structurally getting in the way: how your files are organized, where documentation is missing, what patterns are making agents produce unreliable output. Good conventions built on a messy foundation don't stick. We address both.
The research is clear on what makes the difference: teams that hit 20x+ productivity do it with guardrails in place. Quality gates, enforced conventions, test coverage that keeps agents honest. The codebase readiness assessment surfaces where those guardrails are missing in your repo.
You end the engagement with standards your team built together, not a deck they'll never open again. Actual files, committed to your repo, working on day one.
Ready to enable your team?
Book a 30-minute discovery call. We'll figure out the right scope together.