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
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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.
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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.
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Vector DB Build vs Buy: The 2026 Decision Framework Made Simple
When to use Pinecone vs pgvector vs Qdrant vs Weaviate. A decision framework that maps team size and workload to the right pick without endless evaluation loops.
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Zep Cloud vs Self-Hosted Zep: When to Pick Which Path in 2026
Zep Cloud and OSS Zep have diverged in 2026 with different feature sets. The build-vs-buy math for memory infrastructure with concrete cost numbers and trade-offs.
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Jules GitHub Integration: Issue-To-PR Without the Human
Jules's GitHub integration takes an issue, writes a fix, runs tests, and opens a PR — here is the architecture and pricing. Practical context for teams in North Carolina.
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Llama Guard 4 vs OpenAI Moderation API — Seattle Builders Take
How Llama Guard 4 compares to OpenAI's Moderation API on accuracy, latency, and cost — for both open and closed model deployments. Practical context for teams in Seattle, WA.
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Mistral's $2B Round: The EU AI Champion Narrative — Texas Edition
Mistral closed a reported $2B funding round in April 2026 — here's the strategic narrative and what they'll spend it on. Practical context for teams in Texas.
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Grok 4 and the Open Internet Question — Builder Brief
Grok 4's tight X integration raises real questions about training data, attribution, and the open internet — here's the analyst view. A 2026 builder briefing.
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