Migrating a Finance Workflow to Claude Cowork Safely
A phased plan to move an existing finance workflow onto Claude Cowork plugins: shadow mode, parallel runs, scoped rollout, and a real rollback path.
9 min read
Agentic AI & LLMs
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Agentic AI & LLMs
Agentic AI, LLM engineering, and the models behind modern automation — multi-agent systems, LLM evaluation and comparisons, RAG, fine-tuning, AI infrastructure, security, and production AI engineering.
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Evals for Claude Finance Plugins That Gate Releases
Measure reconciliation accuracy, score tool-call correctness, and gate releases for Claude Cowork finance plugins with an enforceable eval loop.
8 min read
Securing Claude Cowork Plugins for Finance Data
Sandboxing, least privilege, secrets handling, and prompt-injection defense for Claude Cowork finance plugins that touch ledgers and payments.
8 min read
Cutting Token Cost in Claude Finance Plugins
Prompt caching, batching, and model routing to keep Claude Cowork finance plugins fast and cheap. The run-cost math behind an affordable close.
8 min read
Debugging Claude Cowork Plugins for Finance Teams
Catch loops, wrong tool calls, and hallucinated arguments in Claude Cowork finance plugins before they touch your ledger. A practical debugging guide.
9 min read
Prompt and Context Design for Claude Finance Agents (Cowork Plugins Finance)
What to put in a Claude finance agent's context and what to leave out: tiny system prompts, skills vs prompts, retrieval, and ordering for accuracy.
6 min read
Wiring MCP Servers Into Claude for Finance Systems
Connect Claude Cowork to ERPs and warehouses via MCP: scoped auth, strict schemas, structured errors, and idempotency keys for safe finance writes.
7 min read
Reusable Claude Agent Patterns for Finance Workflows
Code-level Claude patterns for finance agents: narrow tools, cite-or-refuse prompts, lean context, plan-then-execute, and typed, auditable output.
6 min read
Build a Claude Cowork Close Plugin: Step by Step
A step-by-step engineer's walkthrough to build a Claude Cowork plugin for finance close: MCP connectors, skills, sub-agents, schemas, and a safe test plan.
6 min read