🗂️ AI & Agents · View mindmap

Prompt Chaining

Sequential prompting technique where outputs from one prompt feed into subsequent prompts to solve complex tasks through iterative refinement.

Core Principles

• Modular Workflow: Breaks down multi-step problems into manageable prompt sequences
• Context Preservation: Maintains relevant context across sequential prompts
• Error Containment: Isolates failures to single steps without collapsing entire workflow

Key Applications

• Complex Reasoning: Step-by-step problem solving (e.g., Chain-of-Thought)
• Content Generation: Multi-stage creative workflows (e.g., outline $\to$ draft $\to$ edit)
• Tool Integration: Chaining specialized AI tools
• No-Code Development: Building AI mini-applications

Related Updates

• 2026 04 14 AI updates including Google Opal Creator Magic not available in Australia as of
  • Overview of trending AI tools from Google, OpenAI (ChatGPT), and Adobe.
  • Google Opal (Experiment): An experimental tool for purpose…
  • Source: https://www.youtube.com/watch?v=8ORPJG_eQ3E

Source Notes

• 2026-04-07: OWASP Top 10 Security Risks for AI Agentic Applications Report · ▶ source