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Anthropic Claude

The model that reasons before it acts — and gets better the more it's constrained.

Anthropic | Claude

Agent Development

Critical to understand Model Context Protocol

You can get FINE-GRAINED control over the reasoning of your Claude 3.7 model now, effectively trading time & money for intelligence.

Building Effective Agents

Claude Code

The best LLM for producing software.

Context

  • MCP — the protocol Claude uses to call external tools
  • Smart Agents — what agents become when given memory and intent
  • Agent Frameworks — orchestration patterns around Claude

Questions

Which engineering decision related to this topic has the highest switching cost once made — and how do you make it well with incomplete information?

  • At what scale or complexity level does the right answer to this topic change significantly?
  • How does the introduction of AI-native workflows change the conventional wisdom about this technology?
  • Which anti-pattern in this area is most commonly introduced by developers who know enough to be dangerous but not enough to know what they don't know?