Last concept talk of the course. Tone: proud and practical. 20 minutes maximum (about 14 slides). The lab is the polish sprint, so keep this tight and get them building. Walkthrough 3 slots start during the lab. No model versions or prices here; those live in TOOLS.md.
Ask: "If I gave your production URL to your aunt and walked away, could she use it?" That's the bar this week.
Source: the September report / Osmani. Normalize it: the wall is expected, not a personal failing. The habits this course taught (small steps, tests, reading the diff) are exactly what gets you over it.
These three states are where beginner apps look unfinished. The full list is polish-checklist.md. "Untitled" in the browser tab is the tell that nobody set a <title>.
Quick live check: tab through your own app with no mouse. Can you reach and use everything? Can you see where you are? If not, that's today's polish work. The video needs captions or a transcript; writing a script first gives you the transcript.
Michigan's EECS 498 judged its hackathon on evidence, not feature count, and told students that being clear about what's broken beats hoping no one notices (https://github.com/eecs498-aase/materials/blob/HEAD/lectures/L08/slides.md). In our rubric, an honest Known issues section is part of the README row, and the Project Fair has a voting category and a feedback-card question for it.
"What broke" is the most convincing part, not the weakest. Recovery stories show judgment. This is the shape of the demo video and the Fair pitch (which ends with one known issue).
Source: Karpathy, Sequoia Ascent 2026 (https://karpathy.bearblog.dev/sequoia-ascent-2026/). You are now on the first rung of agentic engineering: spec, plan, small tasks, tests first, review.
From the October research update (research/landscape-update-2026-10.md, conclusion). Anthropic's own docs call instruction files "context, not enforced configuration". This is the idea most likely to outlast every tool in TOOLS.md. Good walkthrough-3 practice question.
Keep this general (names and dates live in TOOLS.md). The Safe Loop and the trust boundary outlast every tool we named. Switching to a fallback is a routine skill, not an emergency.
Sources: USCO Part 2 report; Heather Meeker on Doe v. GitHub; CourtListener docket. As of 21 Oct 2026 no petition for rehearing had been reported, and the license claims remain before the district court. Re-check before teaching. About half of 281 open-source projects' AI policies now require disclosure (Hora et al., arXiv 2609.07542), and several use the same Assisted-by line you've used since week 2.
Walkthrough 3 is in Studio A, or by appointment during week 8 before the Project Fair: one rule everywhere. When a student is called, they commit, close AI panels and come to the table.
Congratulate them in advance: they built and shipped real software by directing AI, and can explain it. That's the whole course.