Understand the codebase
Use Claude Code to map unfamiliar systems, trace behavior, and find the right place to make a change.
Enterprise AI adoption
Applied AI engineering
REF 10.3157° N / 123.8854° E
Claude Code training for product & engineering teams
Hands-on training for teams ready to move beyond isolated prompts—and use AI coding agents to understand systems, ship changes, and build repeatable engineering workflows.
SUBJECT / JV-0101 / The opportunity
Your team can open Claude Code today. But reliable adoption needs more than access: shared workflows, thoughtful context, verification habits, and clear boundaries for what agents should—and should not—do.
This training turns individual experimentation into a practical, repeatable team practice.
02 / What the team learns
Use Claude Code to map unfamiliar systems, trace behavior, and find the right place to make a change.
Turn a vague request into a scoped implementation plan with assumptions, risks, and a clear definition of done.
Pair agentic implementation with diffs, tests, linting, and deliberate human review.
Establish reusable instructions, prompt patterns, permissions, and guardrails that fit your organization.
03 / Flexible formats
Every engagement starts with your goals, codebase, and current level of AI adoption.
60–90 min
A shared mental model for leaders deciding how Claude Code fits into the team’s operating system.
Half day
Live demos and guided exercises that move from codebase orientation to a verified change.
1–2 days
A tailored engagement using your repository, policies, and real development workflows.
04 / Why Jerel
I’m a Staff Applied AI Engineer at CopilotKit, founder of Chalk Agents and AI Cebu Community, and a product leader with nine years across product and engineering.
The workshop is grounded in shipped open-source systems, enterprise work, and real adoption—not tool demos. Participants learn a disciplined way to collaborate with coding agents while keeping human judgment firmly in the loop.
2.05Mlaunch impressions
CopilotKit
1.4KGitHub stars
OpenGenerativeUI
37,737new users in 3 months
Nona
428Kminutes saved
InterviewRoom.ai

05 / Recently published
The Builder’s Guide
I recently wrote a practical CopilotKit × LangChain guide to building, scaling, and operating intelligent agents across apps, machines, and organizations.
Level 1Application agents
Level 2Machine-level agents
Level 3Organizational agents
The same systems thinking behind the book informs every workshop: practical patterns, clear operating boundaries, and a path from prototype to organizational capability.
06 / Speaking experience
23 engagementsTechnical workshops, community talks, and executive conversations across AI agents, product development, and adoption.

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07 / How it works
Audience, codebase, policies, and the outcomes that matter.
Exercises and examples adapted to your real working environment.
Live demonstrations plus hands-on, guided implementation.
A take-home playbook and practical next steps for the team.
Available for remote and in-person engagements