Claude agent design patterns: tools, prompts, and context
Reusable 2026 patterns for reliable Claude agents: narrow tools, layered prompts, just-in-time context, subagent isolation, skills, and boundary validation.
7 min read
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Build your first Claude agent: a step-by-step walkthrough
A runnable 2026 walkthrough for building a Claude agent: agent loop, tool definitions, context, error handling, and graduating to MCP and the Agent SDK.
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Inside Claude Code's architecture: how the agent loop works
How Claude Code works internally in 2026: the agent loop, 1M-token context, parallel subagents, MCP, skills, and hooks — and how they fit together end to end.
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Where Claude-Driven Finance Narratives Go Next
Where AI-driven financial storytelling is heading — continuous narrative, multi-agent analysis, deeper MCP integration — and how finance teams prepare now.
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How to Measure a Claude Finance Narrative Workflow
The metrics and signals that prove Claude is improving how finance explains the numbers — accuracy, escape rate, time shift, edit distance, and trust.
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A Claude Finance Walkthrough: Close to Board Deck
An end-to-end use case of a finance team using Claude to turn a monthly close into board-ready narrative — setup, the errors caught, and what shipped.
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Risk Management for Claude in Finance Narratives
Failure modes, blast radius, and containment when finance teams use Claude for narrative — numeric verification, grounding, least privilege, and a sharp human gate.
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Skills Finance Teams Need to Run Claude Agents
The hiring and upskilling shifts finance teams need to run Claude for narrative work — prompt design, eval ownership, MCP data plumbing, and who to train.
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Scaling Claude Across Finance From One Team to Many
Scale Claude from one finance team to many without chaos — shared prompt libraries, Agent Skills, golden examples, federated ownership, and consistent guardrails.
7 min read
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