Vijay Janapa Reddi 6f5732558f feat: add complete first-draft labs for both volumes (33 Marimo labs) ...

Add all Vol1 (labs 01-16) and Vol2 (labs 01-17) interactive Marimo labs
as the first full first-pass implementation of the ML Systems curriculum labs.

Each lab follows the PROTOCOL 2-Act structure (35-40 min):
- Act I: Calibration with prediction lock → instruments → overlay
- Act II: Design challenge with failure states and reflection

Key pedagogical instruments introduced progressively:
- Vol1: D·A·M Triad, Iron Law, Memory Ledger, Roofline, Amdahl's Law,
  Little's Law, P99 Histogram, Compression Frontier, Chouldechova theorem
- Vol2: NVLink vs PCIe cliff, Bisection BW, Young-Daly T*, Parallelism Paradox,
  AllReduce ring vs tree, KV-cache model, Jevons Paradox, DP ε-δ tradeoff,
  SLO composition, Adversarial Pareto, two-volume synthesis capstone

All 35 staged files pass AST syntax verification (36/36 including lab_00).

Also includes:
- labs/LABS_SPEC.md: authoritative sub-agent brief for all lab conventions
- labs/core/style.py: expanded unified design system with semantic color tokens

2026-03-01 19:59:04 -05:00

..

components.py

Add labs (protocol, core, plans, vol1 lab scripts and renders)

2026-02-26 15:23:17 -05:00

state.py

Add labs (protocol, core, plans, vol1 lab scripts and renders)

2026-02-26 15:23:17 -05:00

style.py

feat: add complete first-draft labs for both volumes (33 Marimo labs)

2026-03-01 19:59:04 -05:00