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Builder Path - Intermediate

A learning path for builders who want better quality, integrations, automation, and reliability.

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Intermediate builder path

Improve response quality. Integrate workflow actions. Implement routing and error handling.

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Outcomes

By the end, you will be able to:

  • Configure the LLM node for consistent, structured outputs.

  • Call at least one integration action from a workflow.

  • Route execution using logic nodes.

  • Implement fallback paths for expected failure modes.

  • Evaluate results and monitor production usage.

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Quick jumps

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LLM configuration Tool use, settings, and reliability knobs.

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Integrations Call external services and write results back.

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Control flow Branching, routing, and loops.

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Error handling Fallback paths and troubleshooting.

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The path

1

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1) Establish a quality baseline

Define acceptance criteria and output format. Update prompts to consistently meet those requirements.

2

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2) Configure the LLM node

Configure prompts and tools for structured outputs. Tune model settings based on latency, cost, and quality.

3

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3) Add one integration

Integrate one application action. Validate the action inputs and outputs end-to-end.

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4) Add routing and control flow

Add routing and branching. Add explicit error handling for expected failure modes.

5

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5) Measure and iterate

Evaluate workflow outputs. Monitor usage and errors.

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