Day 231 · Week 33
Reflect and plan our next step
Scheduled session · Sunday, 2 May 2027

Our planned session
We review this week’s evidence, changes in AI tooling and practice, and our remaining gaps. We then revise and publish the next week’s curriculum; future weeks remain provisional.
Weekly outcome
One bounded agent selects a read-only evidence tool.
Readiness check
We build on Week 32: A deterministic workflow prepares a proposed weekly update. If its required checks remain incomplete, we use this week to finish or reduce scope first.
Human approval gate
We reject calls outside the user’s scope and stop execution at the configured call limit.
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-231.md