Migrating a Workflow to Claude Agents Without Breaking It (Common Workflow Patterns Agents)
A safe playbook for moving an existing workflow onto Claude agents: strangler pattern, shadow mode, staged rollout, and tested rollback.
7 min read
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Testing and Evals for Claude Agents: Gate Every Release (Common Workflow Patterns Agents)
Build an eval loop for Claude agents: dataset design, LLM-judge scoring, and regression gating that ships changes without breaking quality.
7 min read
Securing Claude AI Agents: Sandboxing & Prompt Injection
Harden Claude agents: sandboxing, least privilege, secrets handling, and concrete prompt-injection defenses that bound the blast radius.
7 min read
Cut Claude Agent Token Cost: Caching, Batching, Speed
Make Claude agents cheap and fast: prompt caching, batching, context compaction, and model routing that cut cost without losing quality.
7 min read
Debugging Claude AI Agents: Loops, Bad Tool Calls, Fixes
Field guide to debugging Claude agents: why they loop, pick wrong tools, and hallucinate arguments — with concrete traces and fixes that hold.
8 min read
Prompt and Context Design for Claude Agents
Learn what to put in a Claude agent's context and what to leave out, and why: working-set thinking, compression, and system prompts that grant bounded agency.
7 min read
Wiring Tools and MCP Servers Into a Claude Agent
Connect tools and MCP servers to a Claude agent the right way: auth at the boundary, strict schemas, structured errors, and idempotency for safe writes.
7 min read
Reusable Agent Patterns: Prompts, Tools, Context
Code-level Claude agent patterns: layer prompts, design intent-shaped tools, budget context, enforce output contracts, and externalize know-how into Skills.
7 min read
Build a Claude Agent: A Step-by-Step Walkthrough
Follow a concrete walkthrough to build a working Claude agent: define tools, run the loop, handle results, add a scratchpad, and test against real inputs.
7 min read
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