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HN Insights & AI-Powered Recommendations

HN Insights & AI-Powered Recommendations is a 10-node automation blueprint connecting Hacker News, Google Palm, SMTP server. Inspect its trigger, execution graph, branches, and implementation requirements.

Hacker NewsGoogle PalmSMTP server

Interactive system map

The entire automation, wired and inspectable.

Brand marks identify the operational stack. Focus or select any node to isolate its real incoming and outgoing connections.

10

Nodes

9

Edges

6

Zones

System stack

3 integrations

  • Hacker News
  • Google AI
  • SMTP server
HN Insights & AI-Powered Recommendations interactive execution graphStructural view of 10 workflow nodes and 9 visible connections. Focus any node to inspect its connected path. Parameters and credentials are intentionally excluded.GetTopicFromToLearn. trigger node, formTrigger. 0 incoming and 1 outgoing connections.GetTopicFromToLearnTRIGGERFORMTRIGGER0 IN / 1 OUTSearchAskHN. integration node, hackerNews. 1 incoming and 1 outgoing connections.SearchAskHNINTEGRATIONHACKERNEWS1 IN / 1 OUTSplitOutChildrenIDs. transform node, splitOut. 1 incoming and 1 outgoing connections.SplitOutChildrenIDsTRANSFORMSPLITOUT1 IN / 1 OUTFindHNComments. integration node, httpRequest. 1 incoming and 1 outgoing connections.FindHNCommentsINTEGRATIONHTTPREQUEST1 IN / 1 OUTCombineIntoSingleText. transform node, aggregate. 1 incoming and 1 outgoing connections.CombineIntoSingleTextTRANSFORMAGGREGATE1 IN / 1 OUTBasic LLM Chain. ai node, chainLlm. 2 incoming and 1 outgoing connections.Basic LLM ChainAICHAINLLM2 IN / 1 OUTGoogle Gemini Chat Model. Google AI node, lmChatGoogleGemini. 0 incoming and 1 outgoing connections.Google Gemini Chat ModelGOOGLE AILMCHATGOOGLEGEMINI0 IN / 1 OUTConvert2HTML. integration node, markdown. 1 incoming and 1 outgoing connections.Convert2HTMLINTEGRATIONMARKDOWN1 IN / 1 OUTSendEmailWithTopResources. integration node, emailSend. 1 incoming and 1 outgoing connections.SendEmailWithTopResourcesINTEGRATIONEMAILSEND1 IN / 1 OUTFinished. integration node, noOp. 1 incoming and 0 outgoing connections.FinishedINTEGRATIONNOOP1 IN / 0 OUT

Signal inspector

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

triggeraidecisiontransformintegration
Scroll horizontally to inspect every zone.10 connected nodesEnter or click to lock · Escape to clear

Structured review

Read the workflow as a system, not a node dump.

The workflow is grouped into operational zones, then reviewed for the controls needed to adapt the pattern safely.

01

Entry signals

1 node

Events, schedules, and unconnected roots that can start an execution.

GetTopicFromToLearn

Trigger

02

Data & operations

6 nodes

Transformations and external-system actions that move the work forward.

SearchAskHN

Integration

FindHNComments

Integration

CombineIntoSingleText

Transform

SplitOutChildrenIDs

Transform

SendEmailWithTopResources

Integration

Convert2HTML

Integration

03

Intelligence & routing

2 nodes

Model calls and control points that interpret, branch, or govern the run.

Google Gemini Chat Model

AI reasoning

Basic LLM Chain

AI reasoning

04

Terminal actions

1 node

Nodes with no visible outgoing edge: the workflow’s observable outcomes.

Finished

Integration

Adjacent systems

Keep tracing the stack.

Related workflows share tools and similar system patterns.

Turn the map into a plan

Adapt this blueprint to your company.

Bring the system shape into a workspace, then define the production controls, data boundaries, owners, and delivery sequence around your context.

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