Summarize a subreddit's top posts into a daily digest and publish it

Each day, top posts from a subreddit are summarized into a skimmable digest and published automatically.

How the work actually flows

It branches. Any that apply are taken; runs once per each post pulled.

Pattern: Multi-Choice (6) · Multiple Instances with a priori Design-Time Knowledge (13)

flowchart TD trig(["daily schedule fires"]):::trigtime s0["pull top posts from subreddit"]:::svc s1[["scrape each post's details"]]:::mi s2["write digest with AI"]:::task trig --> s0 s0 -->|"one per each post pulled"| s1 s1 --> s2 gx{"○ where to send digest"}:::gate s2 --> gx p00["publish digest to blog"]:::task gx -->|"publish to blog"| p00 p10["send digest via email"]:::task gx -->|"email digest"| p10 p00 --> out p10 --> out out[/"daily community digest published"/]:::out pay{{"consistent content without daily manual work"}}:::pay 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 stepAn outside serviceRuns once per itemAny that applyResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsEmail AutomationResearch & Market Intelligence
Connects
DEV CommunityGmailOpenAIGoogle Gemini

The problem it solves

Keeping up with a busy community means scrolling through dozens of posts and comments just to find what actually matters. Summarizing the best of it for your audience takes real time you don't have every day. Without a rhythm, community highlights get shared inconsistently or not at all.

Who it fits

A community manager or content marketer who wants to turn community activity into regular content.

How it works

  1. The system pulls fresh posts from a subreddit each day
  2. Each post is scraped for details like upvotes, comments, and replies
  3. An AI writes a digest covering top stories, quick hits, and standout comments
  4. The digest is formatted and published to DEV Community
  5. Optionally, the same digest is emailed out through Gmail
What you get

Ready to publish community digest each morning

Each day you get a polished digest of the best subreddit activity, formatted and published automatically for your audience to read.

What you get

A published, Morning Brew-style digest of the day's best community activity.

What you need

A Bright Data account, a DEV Community API key, an AI provider like OpenAI or Google Gemini, and optionally Gmail.

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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