Keeping Claude Agent Runs Cheap: Caching and Batching
Token-cost engineering for Claude agents: prompt caching, the Message Batches API, and context discipline to keep coding runs fast and inexpensive.
9 min read
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Debugging Claude Code Agents: Loops and Bad Tool Calls
Fix the three failure modes that break Claude coding agents: loops, wrong tool calls, and hallucinated arguments — with concrete harness-level tactics.
11 min read
Prompt and Context Design for Claude Coding Agents
What to put in a Claude coding agent's context and what to leave out: working-set curation, fixed vs fluid budgeting, and retrieval over pre-loading.
7 min read
Wiring MCP Tools Into Claude Agents the Right Way
Connect MCP servers to Claude agents safely: tight schemas, server-side auth, structured retryable errors, and idempotency keys for safe retries.
7 min read
Claude Agent Patterns: Prompts, Tools, and Context (Claude Coding Benchmarks)
Reusable patterns for Claude coding agents: layered prompts, orthogonal tools, plan-then-act, structured results, and summarize-and-evict context control.
8 min read
Build a Claude Coding Agent: Step-by-Step Walkthrough
Step-by-step build of a Claude coding agent: tool schemas, the turn loop, sandboxed execution, and a test-verification gate, with real code to adapt.
8 min read
Inside Claude's Coding Architecture: How Agents Work
How Claude's coding agents work end to end — model, harness, context engine, tools, and the verification loop behind benchmark-leading results.
9 min read
AI Voice Agent Implementation Guide for E-commerce
Learn how AI voice agents help e-commerce businesses automate order tracking and more. Covers implementation, ROI, and real-world results.
4 min read
Claude Code MCP Servers: Extend Your AI Developer with Custom Tools
How to configure, build, and use MCP (Model Context Protocol) servers with Claude Code — connecting databases, APIs, GitHub, Slack, and custom tools to your AI workflow.
7 min read
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