Current AI coding tools actively push engineers toward failure. Here's what's broken and how to work around it.
Current AI coding tools actively push engineers toward failure. Here's what's broken and how to work around it.
Instructions on how to integrate Anthropic Claude with Home Assistant
Why loading 50 tools into your agent's context window tanks accuracy, explodes latency, and drains your budget—and what to do about it.
Plus Claude Code pricing confusion and changes in the system prompt between Claude Opus 4.6 and 4.7
Traditional tool calling is hitting its limits. Here are three patterns I'm planning to use in my next agent build: tool search, programmatic tool calling, and tool use examples.
Learn what is new in the Visual Studio Code January 2026 Release (1.109).
Most agents fail not at reasoning, but at picking and using the right tools. This post explains how Model Context Protocol (MCP) server composition fixes that with four practical patterns.
Software modularized nouns. AI modularizes verbs. Enabling is over. It's time to do.
Claude can now discover, learn, and execute tools dynamically to enable agents that take action in the real world. Here’s how.
Claude Sonnet 4.6 is a full upgrade of the model’s skills across coding, computer use, long-reasoning, agent planning, knowledge work, and design.
Anthropic are the only major AI lab to publish the system prompts for their user-facing chat systems. Their system prompt archive now dates all the way back to Claude 3 …