Iternal AI Academy

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Agentic Coding 13: Context Windows & Commits

Manage context windows and commits to scale any AI build without quality collapse.

About this course

The real ceiling on a large AI build is not the model's intelligence — it's the context window. Learn how to phase work to fit one window at a time, hand off state to disk at boundaries, and use commits as the checkpoints that make big AI output reviewable and reversible.

Where you'll use it

  • Breaking a large AI build into context-sized phases
  • Handing off state across session boundaries using plan files
  • Committing before risky AI changes to enable fast diff review
  • Encoding commit cadence into CLAUDE.md so the model enforces it
  • Diagnosing quality degradation as a context problem, not a model failure