Security hardening Claude agents in financial services
Sandbox, least privilege, secrets handling, and prompt-injection defense for Claude agents on regulated financial data and money-moving tools.
8 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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Cutting Claude agent token cost in financial workflows
Make Claude finance agents fast and cheap with prompt caching, model routing, batch processing, and lean context — without sacrificing output quality.
7 min read
Debugging Claude agents in finance: loops & bad tool calls
Catch infinite loops, wrong MCP tool calls, and hallucinated arguments in Claude financial agents — with traces, loop breakers, and strict argument validation.
8 min read
Prompt and Context Design for Claude Finance Agents
What to put in a Claude financial agent's context, what to leave out, and why — minimal masked data, fenced untrusted input, and audit-ready prompts.
7 min read
Wiring MCP Servers Into a Claude Financial Agent
Wire tools and MCP servers into a Claude financial agent the right way — server-held auth, typed schemas, structured errors, and idempotent writes.
7 min read
Claude Agent Patterns for Finance: Prompts, Tools, Context
Reusable code-level patterns for Claude agents in finance — layered prompts, verb-shaped tools, cited-evidence context, and deterministic guardrails.
7 min read
Build a Claude Financial Agent: A Step-by-Step Guide
A concrete walkthrough for building a Claude agent that answers account questions and runs guarded transfers — tools, entitlements, idempotency, and audit.
7 min read
Claude in Financial Services: The Agent Architecture
How a production Claude agent for financial services fits together — ingress, policy gates, MCP tools, context assembly, memory, and the audit trail.
8 min read
AWS Multi-Agent Orchestrator: Supervisor Routing Patterns Guide
AWS Multi-Agent Orchestrator ships supervisor routing, classifier, and shared memory. How to compose a customer-support agent team on Bedrock that scales cleanly.
10 min read