Tool feedback
A critical component of context-engineering, providing the necessary feedback loop for agentic-ai to refine their actions based on the outcomes of executed functions.
- Context Engineering Context: The art and science of optimizing the context-window with precise information at each step of an agent’s trajectory.
- Essential Context Components:
- Instructions
- External Knowledge
- Tool feedback
- Orchestration: Frameworks like LangGraph support strategies for managing these inputs during agent trajectories.
Source:
- 2026 04 14 Langchain context engineering
- https://www.youtube.com/watch?v=4GiqzUHD5AA
Source Notes
- 2026-04-23: Engine Survival: The Critical Role of Oil Pressure and Warning Lights · ▶ source
- 2026-04-14: “But OpenClaw is expensive…”
- 2026-04-07: AI Guided Software Development Leveraging Claude Code Agent Skills for · ▶ source
- 2026-04-08: Claude Cowork Desktop AI Co worker Core Capabilities and Advantages · ▶ source
- 2026-04-11: Claude Co Work 8 Advanced Use Cases for AI Powered Workflow Automation · ▶ source
- 2026-04-21: Adobe · ▶ source
- 2026-04-25: Claude Code · ▶ source
- 2026-04-28: ChatGPT · ▶ source
- 2026-05-01: Modern AI Agentic Harness: Architecture, Components, and Framework Differences · ▶ source