Prompt and Context Design for Enterprise Claude Agents
What to put in a Claude agent's context and what to leave out: a practical guide to context engineering for reliable, cost-efficient enterprise agents.
7 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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Prompt and Context Design for Finance AI on Claude
Design Claude finance-agent prompts and context for verifiable, compliant answers: what to include, what to exclude, and how to prune across a conversation.
6 min read
Wiring MCP Servers Into Claude Agents the Right Way (Building AI Agents For Enterprise)
Connect tools and MCP servers to Claude agents the right way: scoped auth, tight schemas, structured error handling, and idempotent writes for safe tool use.
7 min read
Wiring MCP Tools for Finance Agents on Claude
Wire MCP servers into a Claude finance agent the right way: scoped auth, strict schemas, typed error handling, and idempotency for money-moving tools.
7 min read
Wiring MCP Tools Without Breaking Your Prompt Cache
Connect MCP servers to Claude with auth, schemas, error handling, and idempotency that keep the prompt cache warm instead of silently invalidating it.
7 min read
Claude Agent Code Patterns: Prompts, Tools, and Context
Reusable code-level patterns for Claude agents: layered prompts, typed tool schemas, structured output validation, context budgeting, and human escalation.
7 min read
Code Patterns for Verifiable Claude Finance Agents
Reusable prompt, tool, and context patterns for verifiable finance agents on Claude that keep every claim grounded, tagged, and auditable.
7 min read
Prompt Caching Patterns for Claude Agents That Scale
Reusable patterns for cache-friendly Claude agents: append-only logs, deterministic assembly, volatility ordering, and layered cache breakpoints.
7 min read
Build a Production Claude Agent: Step-by-Step Walkthrough
An engineer-followable walkthrough for building a production Claude agent: the loop, tool schemas, gated writes, retries, idempotency, evals, and rollout.
8 min read