Practitioner-led AI training
Your engineering team bought the AI tools. Now what?
We are a practitioner-led training, policy, and hands-on coaching partner for engineering organizations rolling out Claude Code, Codex, and AI tooling at scale. Built and delivered by engineers who ship with these tools every day.
The pattern we keep seeing
Your VP of Engineering bought Claude Code licenses. Or Copilot. Or both. Everyone was excited in month one. By month four, one or two internal experts are drowning in "how do I..." DMs, and your security team is writing a policy they don't feel qualified to write. Adoption is uneven. Measurement is theater. Your best engineers are spending their best hours answering the same five questions.
We exist because that pattern is everywhere, and almost nobody is solving it well.
How we help
Seven ways into the same outcome: your workforce actually uses AI well. Pick one or bundle several.
Online learning platform
Per-seat subscription with hands-on labs on real repos. Levels 0 through 5: prompt engineering, Claude Code fluency, specialist tracks, agents and swarms, security, policy. Graded on real work, not quizzes.
On-site workshops
Executive briefings, 3-day Jump Start deep-dives, Claude Code and security workshops. Senior practitioners who ship code with the tools they teach.
Policy & governance consulting
Fixed-scope engagements. Tailored AI usage policy, data classification, tool approval matrix, incident response addendum, training attestation program.
Internal knowledge base build-out
Your best engineers should not be answering the same five questions every week. We build RAG-backed internal knowledge bases on your docs, code, tickets, and runbooks so your experts get their time back — and your onboarding gets faster every month.
Private internal LLM platform
A self-hosted, branded chat platform for your whole org — modeled on the heavily-modified LibreChat setup we built for a 200-dev fintech. Integrates with Atlassian, qTest, ADO, GitHub, Confluence, Grafana, and any other tool your workflows touch. SSO, audit logging, per-team agents, and file upload for context.
Custom agent development
We help your teams design, build, evaluate, and roll out custom agents that automate their real work — PR reviewers, ticket triagers, runbook executors, policy checkers. You own the agents; we teach your engineers how to maintain and extend them.
Managed enablement retainer
Embedded trainer, ongoing office hours, usage dashboards, quarterly state-of-AI reviews. For organizations that want a long-term partner.
Practitioners, not trainers-by-career
Everyone who teaches for us has shipped production code with modern AI tools and has the scars to prove it. We don't take vendor money. We don't hedge our opinions to keep sponsors happy. If a tool is bad at something, we will say so in the first hour of the first workshop.
Free tools — see what we do before you buy
No account, no commitment. Try any of these right now.
AI Maturity Assessment
Score your organization on 8 dimensions of AI adoption. Get a personalized 90-day action plan in 3 minutes. No account required.
AI Security Audit
15 questions across 5 security categories. Get a risk scorecard, top recommendations, and a prioritized action plan.
AI Policy Starter Kit
5 ready-to-use policy templates: acceptable use, data classification, incident response, model evaluation, vendor risk. Download in exchange for your email.
Free Intro Course
3 lessons from our curriculum — what AI tools actually do, your first AI-assisted task, and a readiness quiz. No login required.
See it live — book a free 30-minute demo
We'll spin up a branded AI playground preloaded with your industry's agents and prompt libraries. You drive, we guide. Fintech, healthtech, and general engineering templates ready.
Start with a conversation
A 30-minute call with a practitioner is the best way to figure out if we're the right fit for your team. No slides, no pitch deck, just a conversation.