Day 81 · Week 12
Review, repair, and practise
Scheduled session · Thursday, 3 December 2026

Our planned session
We use 60 minutes to verify and repair this week’s slice, 20 minutes for the recurring practice below, and 10 minutes to record decisions. We carry unfinished work forward explicitly.
Weekly outcome
A tested Python text utility we can explain from TypeScript knowledge.
Readiness check
We build on Week 11: The existing companion runs reproducibly in a local service stack. If its required checks remain incomplete, we use this week to finish or reduce scope first.
Our 20-minute practice
We spend 20 minutes comparing one role requirement with our evidence and revising a short public-profile or case-study draft.
Human approval gate
We run the utility and tests and explain its input, output, and error behaviour.
This chapter has not been published yet.
We plan to publish each chapter one day before its scheduled session. Session results record work we actually performed and reviewed. Neither the calendar date nor publication alone marks this activity complete.
Expected file: content/365-days-to-fullstack-ai-engineer/day-081.md