Design Agentic Workflows & Problem Decomposition: Architect end-to-end workflows using LangGraph (or similar), breaking complex problems into composable steps, states, and policies. Translate high‑level business problems into structured agentic solutions, defining workflows, components, and trade‑offs across multiple design options.
Build Skills, Tools, and Agents: Implement reusable skills, tools, and agents, and compose them into workflows that are maintainable and testable. Demonstrate strong judgement on when to build a skill vs. a tool vs. an agent vs. a workflow, based on problem decomposition, system design trade‑offs, and long‑term maintainability—balancing accuracy, complexity, observability, and long‑term reuse.
Model Strategy, Integration & Performance Optimization: Integrate and operate multiple LLM providers, optimising for latency, cost, and ...