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Anthropic CCDV-F Exam - Topic 6 Question 4 Discussion

Posted by Daniela on Sep 29, 2026 at 03:30 AM

You are designing a multi-step Claude workflow where some steps must reason without seeing the full prior conversation history. The team wants to keep specific context isolated to specific steps.

The context engineering technique you would use is...

Suggested Answer: C

Option C is the correct application of context isolation. A specialized step should receive the minimum relevant information required for its own task rather than inheriting an ever-growing global transcript. This improves signal-to-noise ratio, limits accidental cross-task influence, controls token usage, and makes individual components easier to evaluate.

Anthropic's context-engineering guidance explicitly identifies multi-agent architectures as a technique for long-horizon work. Specialized subagents can operate with their own context windows and return condensed results to an orchestrating agent rather than exposing every agent to every intermediate detail. This architecture protects each reasoning process from irrelevant history while allowing the overall system to preserve necessary state.

Options A and D represent the opposite approach: indiscriminately loading the full prior history. Larger context is not automatically better; Anthropic warns that excessive context can introduce context pollution and degrade retrieval or attention to important information. B also fails because a single global prompt does not isolate state or tailor the information available to each processing stage.

Therefore, C best implements scoped reasoning boundaries. Relevant Claude Developer topics are multi-agent architecture, subagents, context isolation, context engineering, orchestration, and long-running workflow design.

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7 comments · newest first
AI
Aileen 2 days ago
Totally agree with C! Keeps things clean and focused.
RO
Rosalind 7 days ago
I think A might be better for comprehensive reasoning.
RA
Raylene 12 days ago
C is definitely the way to go for context isolation.
SH
Shelton 17 days ago
I recall a similar question where context management was crucial. I think C is the right choice, but I wonder if there are scenarios where A could work too.
LU
Lucy 22 days ago
I feel like augmenting context with everything might overwhelm the steps, so I’d probably avoid A and D. But I’m still a bit confused about the best approach.
CO
Cordelia 28 days ago
I’m not entirely sure, but I remember a practice question where we discussed the downsides of using a global prompt. That makes me hesitant about option B.
DE
Detra 1 month ago
I think context isolation is key here, so I’m leaning towards option C. It makes sense to limit what each step sees.
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