Core runtime
Python 3.11+, uv or pip, ruff, pytest, httpx, pydantic—pinned in template repos so cohort diffs stay reviewable.
Custom roadmap
This page is the syllabus spine: where foundations feed ingestion labs, where ethics gates sit before web automation, and how capstone defenses reuse the same README rubric introduced in week two.
Width implies sequencing priority, not calendar weeks. Gray bridges show dependencies mentors check during intake calls.
Python 3.11+, uv or pip, ruff, pytest, httpx, pydantic—pinned in template repos so cohort diffs stay reviewable.
GitHub Actions or GitLab CI snippets, pre-commit, optional Docker for capstone packaging—not mandatory Kubernetes depth.
LINE + email webhook examples, bilingual notification copy, README sections written for inheriting teammates.