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QA Discover how Playwright CLI reduces token consumption by 4-10x compared to MCP by saving browser state to disk instead of the model's context window.
AI Build a production-ready QA Engineer agent in Claude Code with two skills for test case creation and story point evaluation.
AI Master agentic prompt engineering with proven patterns for tool design, planning strategies, state management, and multi-layered safety for production AI agents.
AI Explore 11 proven techniques for managing LLM context efficiently, from prompt caching and compaction to RAG, sub-agents, and memory architectures.
AI A practical decision framework, monitoring guide, and checklist for optimizing LLM context usage, reducing costs, and avoiding the six most common mistakes.
AI Learn what context engineering is, why it replaced prompt engineering, and how managing the full context lifecycle produces reliable AI behavior in agentic systems.
AI Explore the six sources of token consumption in AI agents, why costs compound quadratically, and five failure modes that degrade performance as context grows.