Solution Design & Architecture·Task 1.5·Bloom: remember·Difficulty 1/5·6 min read·Updated 2026-07-14

The Three-Bucket Decomposition for the CCAR-P Exam

Apply decomposition techniques for complex problem solving

SUBy Solomon UdohReviewed by Solomon UdohAI-assisted · human-reviewed
In short
The three-bucket decomposition splits a complex problem into what Claude handles, what existing systems handle, and what humans handle. The split is determined by how the model behaves on each piece of work, not by what is easiest to build first, and it comes before choosing an architecture pattern. A design that skips this step risks asking Claude to do work an existing system already does more cheaply and reliably.

Full concept guide coming soon

We are building the in-depth, exam-aligned guide for this knowledge point. In the meantime, explore the prerequisites and related concepts below, watch the official Anthropic Academy lessons, and start an adaptive study session to master it with Archie.

Watch and learn

Official Anthropic Academy lessons first, then hand-picked walkthroughs. Videos load only when you press play.

No videos curated for this concept yet

We are still curating the best official and community videos for this topic.

References & primary sources

Adaptive study

Master this concept with Archie

Practice it inside an adaptive study session. Archie, your Socratic AI tutor, tracks your mastery with Bayesian Knowledge Tracing and schedules the perfect next review.

Start studying