Understand the pieces
See how interfaces, data, back ends, and outside services work together.
BaiCoder is a practical course and reviewer for people who want to make useful software with AI tools — and understand enough to guide, debug, and check the work.
Founder & Engineering Leadership
BaiCoder is created and engineered by John Michael D. Roxas, an AI engineer dedicated to making software creation accessible, structured, and understandable. He is the founder of PH Reviewer Center (phreviewercenter.online), an educational platform serving 14,000+ active learners preparing for civil service examinations, as well as the community initiative Bayanihan SWS (bayanihansws.com) serving 5,000+ users.
That production track record informs how BaiCoder is structured: moving beyond shallow AI prompt tricks to teach genuine architectural boundaries, schema contracts, error reproduction, and code inspection. BaiCoder bridges the gap between what AI generates and what developers actually need to verify before deploying.
See how interfaces, data, back ends, and outside services work together.
Learn to clarify the goal, ask targeted questions, and give an AI a plan.
Describe what happened, capture evidence, and debug one cause at a time.
Consider privacy, edge cases, rate limits, secrets, and modular structure early.
The aim is not to memorize jargon or follow a timed path. It is to make thoughtful decisions and keep learning as you build.
Explore the course