Builder letters · Coming soon
The builder is the product.
Templates matter. Prompts matter. But the real transformation is the moment a knowledge worker sees themselves as someone who ships.
Read soonAI Native Builder
Build AI systems you own, not tools you rent.
AI Native Builder teaches your team to build AI-innovated products for manufacturing and enterprise, and to optimize digital marketing, with the process-centric efficiency cost-conscious companies need.
Bring your current setup and constraints. You'll leave with a clear next step.
CSE 642 at CSTU
CSE 642: Agentic AI and Application
Build a career gap analysis and training plan app with agentic RAG, layer by layer, with CSTU credit. New to the tools? Free beginner decks cover installing software, the terminal, Git, Docker, the web and data.
7
weeks
13
classes
1
agentic RAG app
Just Ask Notes
Short notes that change how you work.
The letter takes its name from my novel, Just Ask — same premise: the people who get unstuck are the ones who learn to ask better questions.
One belief challenged. One concrete shift. One question that sticks.
The book behind the letter
Just Ask
A business novel about the people who learn to ask the questions others avoid.
Find the book →Just Ask Notes · Aug 19, 2026
Stop Asking Who Should Hire You!
When AI turns years of experience into commodity retrieval, directing agents with conviction is how you ship without permission.
Read note→Just Ask Notes · Aug 17, 2026
It Was Never the CRM. It Was the Habit Wrapped Around It.
Hand the same software to two founders: one builds a compounding network while the other lets it fossilize. The CRM record was never the truth — the conversation was.
Read note→The shift
From AI operator to builder.
AI did not remove the need for taste, context, or judgment. It made them harder to fake.
The next advantage belongs to people who can turn their own knowledge into a system: capture what they notice, shape it into work, ship it, and let the audience response change what they notice next.
That is the work worth getting good at now.
The pattern behind the work
Before AI became the interface, Ping was already studying how language changes behavior.
The TEDx talk traces the same pattern: human language, machine language, and the loop between them.
TEDx · How language changes behavior · plays on YouTube from the start
- TEDx speaker on language, behavior, and change
- Cloud architect and enterprise technologist across ByteDance, SAP, Zuora, and Gilead
- Professor at CSTU teaching Creation with Agentic AI to graduate students
- Author of Just Ask, a business novel about asking better questions
Questions
About AI Native Builder.
What is AI Native Builder?
The umbrella name for everything Ping Wu teaches: the CSE 642 course at CSTU, customized AI training for companies, and the AI Transformation Assessment that starts a consulting engagement.
Who is it for?
Cost-conscious companies that want process-centric efficiency, building AI-innovated products for manufacturing and enterprise and improving digital marketing, and students who want to build with agentic AI.
What is CSE 642?
Agentic AI and Application, a graduate course at California Science and Technology University (CSTU), taught online by Ping Wu. Students build a career gap analysis and training-plan app with agentic RAG, one layer per session.
Can I take CSE 642 for credit?
Yes. Credit is through CSTU registration. Late joiners are welcome, and all online material and recordings are available.
How can my company get AI training?
Start with the assessment. The discovery call scopes the training and the report recommends a format: workshop, cohort or on-site.
What does the assessment cost, and what happens to the fee?
It costs $980. The $980 assessment fee is credited in full toward any contract you sign with ping·ai for implementation or training, and the credit does not expire.
Who teaches it?
Ping Wu: professor at CSTU, cloud architect across ByteDance, SAP, Zuora and Gilead, TEDx speaker, author of Just Ask, with a mechanical engineering degree from an earlier career.
Two clear paths
Learn to build in a course — or bring Ping into your business.
The course track teaches you to build it yourself. The private track starts with an assessment and ends with AI working inside your business. Same destination — pick the door that fits how you work.
Course track
CSE 642 at CSTU
Start
Build a career gap analysis and training plan app with agentic RAG, one layer per session. 13 classes over 7 weeks at CSTU, online, with a free sign-in for the syllabus and slides.
Teaching record
Past courses · 200 students over two years
Practice
CSTU graduate courses in multi-agent systems, AI-assisted software development and agentic AI, plus programs for professionals and teams. See what was taught and what students shipped.
Private track
AI Transformation Assessment · $980
Assess
A private session for SMB owners and executives. Bring your current workflows and tools — Ping maps the bottlenecks and shows where AI blends into your process to 7x your productivity. Companies can also start here for customized AI training.
Private track
Emerging Tech Transformation
Transform
Ping comes into your organization as a Forward Deployed Engineer: talks to your stakeholders, assesses what's actually broken, and implements the change — inside your actual systems.
Stay in the loop
Get the notes that turn AI attention into shipped work.
Connect with Ping Wu via WhatsApp