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HN Hiring Post Scraper and AI Parser

HN Hiring Post Scraper and AI Parser is a 15-node automation blueprint connecting OpenAI, Airtable, Hacker News API. Inspect its trigger, execution graph, branches, and implementation requirements.

OpenAIAirtableHacker News API

Interactive system map

Execution flows, separated by connected path.

Each horizontal lane is one connected flow. Solid lines show runtime execution; dashed lines show AI, model, memory, or tool dependencies.

15

Nodes

14

Links

1

Flows

Connected tools

3 integrations

  • OpenAI
  • Airtable
  • Hacker News API
HN Hiring Post Scraper and AI Parser execution lanes1 connected flows containing 15 workflow nodes and 14 visible links. Solid lines are execution links and dashed lines are support dependencies. Focus any node to inspect its immediate path.When clicking ‘Test workflow’. trigger node, manualTrigger. 0 incoming and 1 outgoing connections.When clicking ‘Test workf…TRIGGERMANUALTRIGGER0 IN / 1 OUTOpenAI Chat Model. OpenAI node, lmChatOpenAi. 0 incoming and 1 outgoing connections.OpenAI Chat ModelOPENAILMCHATOPENAI0 IN / 1 OUTStructured Output Parser. ai node, outputParserStructured. 0 incoming and 1 outgoing connections.Structured Output ParserAIOUTPUTPARSERSTRUCTURED0 IN / 1 OUTSearch for Who is hiring posts. integration node, httpRequest. 1 incoming and 1 outgoing connections.Search for Who is hiring …INTEGRATIONHTTPREQUEST1 IN / 1 OUTSplit Out. transform node, splitOut. 1 incoming and 1 outgoing connections.Split OutTRANSFORMSPLITOUT1 IN / 1 OUTGet relevant data. transform node, set. 1 incoming and 1 outgoing connections.Get relevant dataTRANSFORMSET1 IN / 1 OUTGet latest post. decision node, filter. 1 incoming and 1 outgoing connections.Get latest postDECISIONFILTER1 IN / 1 OUTHN API: Get Main Post. integration node, httpRequest. 1 incoming and 1 outgoing connections.HN API: Get Main PostINTEGRATIONHTTPREQUEST1 IN / 1 OUTSplit out children (jobs). transform node, splitOut. 1 incoming and 1 outgoing connections.Split out children (jobs)TRANSFORMSPLITOUT1 IN / 1 OUTHI API: Get the individual job post. integration node, httpRequest. 1 incoming and 1 outgoing connections.HI API: Get the individua…INTEGRATIONHTTPREQUEST1 IN / 1 OUTExtract text. transform node, set. 1 incoming and 1 outgoing connections.Extract textTRANSFORMSET1 IN / 1 OUTClean text. transform node, code. 1 incoming and 1 outgoing connections.Clean textTRANSFORMCODE1 IN / 1 OUTLimit for testing (optional). integration node, limit. 1 incoming and 1 outgoing connections.Limit for testing (option…INTEGRATIONLIMIT1 IN / 1 OUTTrun into structured data. ai node, chainLlm. 3 incoming and 1 outgoing connections.Trun into structured dataAICHAINLLM3 IN / 1 OUTWrite results to airtable. Airtable node, airtable. 1 incoming and 0 outgoing connections.Write results to airtableAIRTABLEAIRTABLE1 IN / 0 OUT

Signal inspector

Focus, hover, or select a node to illuminate its real path.

Execution linkSupport dependencytriggeraidecisiontransformintegration
Scroll horizontally to follow every connected flow.15 connected nodesEnter or click to lock · Escape to clear

Execution breakdown

Follow each connected flow from start to outcome.

The readable view below uses the same graph relationships as the interactive map. Each row is a connected flow; columns advance only when an actual link connects the nodes.

01

Connected Flow

When clicking ‘Test workflow’

12 Execution Links2 Support Dependencies

  1. Start

    When clicking ‘Test workflow’

    Trigger

    OpenAI Chat Model

    AI reasoning

    Structured Output Parser

    AI reasoning

  2. Step 2

    Search for Who is hiring posts

    Integration

  3. Step 3

    Split Out

    Transform

  4. Step 4

    Get relevant data

    Transform

  5. Step 5

    Get latest post

    Decision

  6. Step 6

    HN API: Get Main Post

    Integration

  7. Step 7

    Split out children (jobs)

    Transform

  8. Step 8

    HI API: Get the individual job post

    Integration

  9. Step 9

    Extract text

    Transform

  10. Step 10

    Clean text

    Transform

  11. Step 11

    Limit for testing (optional)

    Integration

  12. Step 12

    Trun into structured data

    AI reasoning

  13. Outcome

    Write results to airtable

    Integration

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