Agentic coding workshops for engineering teams
Most teams adopt AI coding tools individually and never build a shared way of working, so output stays inconsistent. This agentic coding workshop trains engineers as a team on real repositories, not demos. You leave with a tested AI coding workflow, clear rules for using coding agents, and a team adoption plan that survives past the first week.
What the workshop is for
The workshop gives teams a practical operating model for using AI coding tools together. It is built for real engineering work, not passive demos or generic prompt tips.
What teams practice
Participants plan tasks, delegate bounded work, review generated diffs, repair tests, encode team conventions, and decide where human judgment must stay in control.
What changes afterward
The expected outcome is a shared vocabulary, a repository-ready set of conventions, and a concrete list of workflows where the team can safely raise throughput.
Official references
Current product documentation we use when shaping this training topic.
Selected research
Representative field notes connected to this topic.
Agentic Coding Breaks At The Handoff
May 17, 2026 · Most teams do not lose control when an agent writes bad code. They lose it when nobody can explain the change ten minutes later. The handoff is the interface.
AI coding agents workflow guardrails for browser control
May 11, 2026 · Workflow guardrails for AI coding agents with browser control: child receipts, decision stubs, scope ledgers, and a supremacy clause reviewers can audit.
Best practices for agentic coding in real environments
May 16, 2026 · An operating guide to best practices for agentic coding in real environments: rule-file precedence, scope ledgers, replay receipts, connector cards.
Train Safer AI Coding Habits
Jul 1, 2026 · Use a bounded rollout, review receipts, and tool limits to train coding agents safely across a team.
Train Teams on Coding Agents Safely
Jun 30, 2026 · A practical rollout plan for Claude Code teams: rules, MCP boundaries, skills, hooks, and review gates for safer agentic coding.
Claude Code 2.1.139 team conventions
Claude Code 2.1.139 team conventions: a CLAUDE TOC, red-folder approvals, data-class tags on MCP connectors, and a weekly retro note.
Related training topics
Have you tried these?
Run the change on one branch. The methodology puts that in Review: an engineer still owns the merge. Training is the team version of that step.
Bring this into your team
We tailor the training to your codebase, adoption stage, and review standards.