No Code Diagnostic Tool Builder
Opportunity Summary
You will implement an internal diagnostic web tool described by a complete technical briefing, covering data modeling, workflows, and acceptance criteria. The solution is intentionally no frontend and no custom API layer, built with Fillout for adaptive intake forms, Airtable as the data hub, and self hosted n8n for automation workflows. You will configure multiple n8n workflows, including webhook ingestion with idempotency, LLM API aggregation with anonymization and structured JSON parsing, rule based update recalculation, and report generation. Operational requirements include full logging to a dedicated log table, retry logic with escalation emails, and no silent failure paths. EU data handling constraints also apply.
Ideal Candidate
An experienced automation builder who has implemented no code workflows with Airtable and n8n, understands data modeling and reliability patterns, and can integrate LLM aggregation safely and deterministically.
Project Insights
- Idempotency and consistent mapping are key when multiple workflow runs can be triggered
- Tokenizing prompts via Airtable tables makes iteration and maintenance easier
- Structured report generation from normalized data reduces manual work and errors
How to Prepare
- List relevant Airtable and n8n workflow builds and describe the reliability approach
- Outline how you will implement idempotency, logging, and retry escalation
- Confirm your experience with self hosted n8n on EU compliant infrastructure using Docker
Typical Challenges
- Ensuring webhook ingestion is idempotent and resilient to retries
- Designing a correct Airtable relational schema with formulas and guardrails
- Implementing robust logging and escalating retries without hidden failures
- Handling LLM output parsing reliably into structured fields
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Project Details
Skills & Requirements
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