CCAR-P Exam Dumps : Claude Certified Architect - Professional

The pilot must test a deliberately designed workflow, not technology added without role boundaries. Option B identifies where Claude provides measurable value and where approval, accountability, or consequential decisions must remain human responsibilities. Option E establishes the technical environment required for consistent pilot execution: repository-shared MCP servers, scoped permissions, specialized subagents, and persistent project instructions. Iteration in Option D necessarily follows observed pilot findings. Formal approval from every manager is unnecessarily broad unless required by organizational governance. Complete runbooks and final handoff documentation mature after the workflow has been validated, although essential pilot procedures must exist. Anthropic documents project-level instructions, permissions, MCP servers, and subagents as complementary mechanisms for team workflows. Claude Code extension overview

Function-level or section-level chunking for code modules — Code or Hierarchical Specifications

Tree-aware chunking that follows code or specification hierarchy — Code or Hierarchical Specifications

Per-record chunking where each record is one chunk — Heterogeneous Short Records

Semantic chunking along clause or paragraph boundaries — Long Structured Documents

Fixed-size chunking with overlap for short records of similar length — Heterogeneous Short Records

Hierarchical chunking that mirrors document section structure — Long Structured Documents

Chunking must preserve the structural unit that carries meaning in the source corpus. Code and hierarchical specifications are best divided at function, module, class, or tree boundaries because arbitrary token cuts can separate definitions from their implementation or parent context. Heterogeneous short-record collections should generally preserve each record as an independent chunk. Fixed-size overlapping chunks are also effective when records have broadly similar lengths and lack meaningful internal hierarchy. Long structured documents benefit from semantic boundaries such as clauses and paragraphs, while hierarchical chunking preserves relationships among sections, subsections, and parent headings. Anthropic notes that chunk size, boundaries, and overlap materially affect retrieval performance; therefore, one universal chunking method is inappropriate. Anthropic Contextual Retrieval

Yes, No, Yes, No, Yes

Least privilege requires each retained tool to be necessary for the agent’s assigned responsibility and restricted to the minimum action level needed. Catalog lookup is appropriate because vendor and SKU information is needed to prepare an accurate request. The policy-document tool is similarly justified because the agent must ground the draft in applicable procurement rules. The draft-write tool is also aligned because it writes only to a review queue, preserving the required human approval boundary.

The inbox-send tool exceeds the stated responsibility. Sending a request directly to a vendor converts a drafting assistant into an externally acting purchasing agent and bypasses the review stage. The production-database administrator tool is unrelated to procurement and introduces unnecessary destructive capability, privilege-escalation exposure, and potential data-access risk.

Anthropic’s prompt-injection guidance recommends limiting access to sensitive data and actions and applying least privilege so that a compromised agent can cause minimal damage. Claude Code also supports tool-specific allow, ask, and deny rules that are enforced outside the model. Prompt-Injection Mitigation, Claude Code Permissions

Study Guide references/topics: Capability-bloat auditing; least privilege; tool scoping; human review gates; separation of drafting and execution authority.

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