Map First
A guide map for explorers learning to build software with AI.
At a glance
- Status
- Live
- Audience
- Explorers building with AI assistants
- Modules
- 0–6, plus glossary, ecosystem, and postmortem sections
- Site
- mapfirst.top
Summary
Map First is a learning map for people working with AI assistants. Rather than teaching specific syntax, it builds the engineering common sense and systems intuition needed to direct AI effectively — covering worldview calibration, communication with AI, software anatomy, deployment, the builder’s toolbox, and operating safely.
Highlights
- Seven core modules: from calibrating your worldview of AI, to thinking like a software designer who can weigh trade-offs and plan ahead.
- Three featured sections: a glossary of technical terms, an ecosystem field guide for tools and cloud services, and incident postmortems of common design and configuration failures.
- Friction-reducing framing — helps non-engineers cross the jargon barrier so they can express intent to AI precisely.
- Safety and fiscal survival guide: secrets, bills, backups, and licensing pitfalls to avoid before publishing.
Reach
Questions, integrations, security reports, or research collaboration: write to contact@luminx.one or see /security for sensitive disclosure.