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Agentic workflow patterns—when to use agents vs workflows, prompt chaining, routing, evaluator-optimizer.
Multi-provider AI agent framework with vision capabilities and tool calling. Supports OpenAI, Anthropic, Google. Built-in Figma tools and Google Stitch integration. Type-safe with Zod validation.
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Agentic workflow patterns—when to use agents vs workflows, prompt chaining, routing, evaluator-optimizer.
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Coding agents—prompt pattern for code tasks, error-proofing file/edit tools, minimal scaffolding.
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Context engineering for agents—finite context, prompt altitude, compaction, note-taking, sub-agents.
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Design patterns (GoF) and file size conventions for sweagent TypeScript codebase.
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Best practices for long-running agents (initializer/coding pattern, incremental progress, clean state).
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Multi-agent systems—orchestrator-worker, delegation, scaling, evaluation, production.
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When and how to use a "think" tool or extended thinking for complex tool-use agents.
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Tool design for agents—self-contained tools, minimal sets, token-efficient results, progressive disclosure.
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Evaluation-driven tool improvement—prototype, evaluate, analyze, collaborate with agents.