Learning map
Guides
Practical notes for finding tools, comparing AI models, reading GitHub repos, designing workflows, and deciding when to ask for build help.
* Start here
FROM SEARCH TO SYSTEM
Guides are intentionally plain and implementation-minded. The goal is to help people choose a path before spending time or money.
Find the Right Entry Point
Start with the directory, narrow by category, then compare tools against the workflow you actually need.
Choose an AI Stack
Compare local models, hosted APIs, chat UIs, vector search, and workflow automation before you build.
Map a Workflow
Turn a messy business process into tools, data inputs, model choices, review steps, and implementation tasks.
Evaluate a Repo
Check activity, license, install path, dependencies, hosting requirements, and realistic maintenance effort.
Request Implementation
Package the chosen stack into a scoped website, agent, automation, integration, or internal tool build.