Turn trending GitHub discussions into social media posts

Finds trending tech discussions online and turns them into ready-to-post LinkedIn and Twitter updates.

How the work actually flows

It branches. Every path runs; all paths must finish before it continues; runs once per one per trending discussion found.

Pattern: Multiple Instances without Synchronization (12) · Parallel Split (2) · Synchronisation (3)

flowchart TD trig(["daily schedule fires"]):::trigtime s0[["check trending tech discussions"]]:::mi s1["gather extra story details"]:::task s2["write tailored post with ai"]:::task s3[("log published post")]:::store trig --> s0 s0 --> s1 s1 --> s2 gx{"+ which platforms to post to"}:::gate s2 --> gx p00["publish to linkedin"]:::task gx -->|"linkedin"| p00 p10["publish to twitter"]:::task gx -->|"twitter"| p10 jn{"+ both platforms posted"}:::gate p00 --> jn p10 --> jn jn --> s3 out[/"original posts published automatically daily"/]:::out pay{{"stays visible without daily writing time"}}:::pay s3 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
Starts itA stepRuns once per itemA record or sheetEvery pathWaits for allResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
Knowledge Base & RAGSocial Media ManagementSpreadsheet & Database OpsResearch & Market Intelligence
Connects
LinkedInTwitterAirtableOpenAI

The problem it solves

You know sharing industry news keeps your brand visible, but you don't have time to scan forums every day and write a post about it. Good ideas slip by before you ever see them, and by the time you post, the moment has passed.

Who it fits

A small business or solo marketer who wants to stay visible on social media without spending hours writing posts.

How it works

  1. Checks a tech news site each day for popular developer discussions
  2. Pulls in extra details about the story
  3. Uses AI to write a tailored post for LinkedIn and Twitter
  4. Publishes the post automatically and keeps a record so nothing repeats
What you get

Posts published without you writing a word

You get a ready-to-publish LinkedIn and Twitter post drafted from trending tech discussions and posted automatically every day.

What you get

A steady stream of original social media posts published automatically, with a log of what has already been shared.

What you need

Social media accounts for LinkedIn and Twitter/X, an Airtable account, and an OpenAI API key.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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