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#chain-of-thought

3 resources tagged #chain-of-thought on ChangeGamer.

• Prompt and Context Engineering for Agents · Guide
  From crafting a single prompt to managing everything an agent sees across a trajectory: system-prompt design, context-window management, failure modes, and a high-leverage checklist.
• Agent Reasoning and Design Patterns · Guide
  The canonical single-agent reasoning and acting loops: ReAct, Chain-of-Thought, Plan-and-Solve, ReWOO, Reflexion, Tree-of-Thoughts, and Self-Consistency — what each is, when to use it, and tradeoffs.
• Encrypted Reasoning Traces: A Cross-Model Extraction Vulnerability · Guide
  An August 2026 paper reports that encrypted chain-of-thought blocks returned by major LLM APIs are portable across sessions, users, and sibling models — and that replaying one into a weaker model can decode it to plaintext, exposing credentials and PII from published agent logs.