April 24, 2026
Building Effective Agents
Notes
Patterns for building AI agents: tool use, orchestration, evaluation.
Agents
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April 24, 2026
Claude Agent SDK
Notes
Build custom agents using Claude’s tool-use and agentic capabilities programmatically.
April 24, 2026
ReAct: Synergizing Reasoning and Acting in Language Models
Notes
Interleaving reasoning traces and actions. The prompting pattern behind most LLM agents.
April 24, 2026
Toolformer: Language Models Can Teach Themselves to Use Tools
Notes
LMs learning when and how to call external tools. Key step toward agentic LMs.