ai-engineering-from-scratch tested by Argusic Runner

What the test found

Python dependencies installed in ./venv. Site builds and generates complete SEO data for 556 lessons across 20 phases. All 523 lessons pass structural audit. 19 certification lessons with 77+ tests pass. 57 site integration tests pass. 4 API endpoints serve correct responses. Lesson code runs end-to-end across math, ML, deep learning, transformers, NLP, LLMs, tools/protocols, and agents.

Python venv required. Node 18 works for code but verify.ts flags it sub-20. Rust and Julia lessons validated only on Python/TS equivalents. The llms.txt link_check.py hangs making network requests (skipped).

Argusic installed ai-engineering-from-scratch in 8 minutes and launched it; verification reached Verified running for real. 4 of 4 recorded errors were worked through (see the timeline below).

Runsall runs of ai-engineering-from-scratch

This summary is drawn from the agent's recorded report for this run. Every figure traces to the log and recording above; nothing here is authored.