Portfolio case study • n8n automation

Public News Digest for n8n

A public-facing portfolio project showing how I designed a workflow that turns scattered public updates into a structured, decision-friendly daily digest using scheduling, filtering, scoring, AI summarization, and delivery automation.

Automation case study
Recruiter-friendly presentation
Business-first workflow design
Practical AI orchestration
Read the case study View workflow template

What this project demonstrates

  • clear business framing for automation
  • practical AI inside a workflow
  • public-safe portfolio presentation
  • adaptable multi-industry workflow design

Best fit audiences

Recruiters, founders, operators, agencies, and teams evaluating how I design useful workflow systems — with enough technical depth to be credible and enough business framing to be easy to understand.

The problem

Many teams deal with too much public information spread across too many sources. The challenge is not access — it is turning noisy updates into something organized, relevant, and easy to act on.

Scattered inputs

News, updates, releases, documentation changes, and public signals often live in separate feeds and sites.

Low signal-to-noise

Most updates are not equally important, so manual checking wastes time and attention.

No consistent briefing format

Even when useful information is found, it still has to be summarized and distributed manually.

The solution

I designed a workflow pattern that watches public sources, filters out weak items, summarizes the strongest updates, and delivers a clean digest to a communication channel.

1
Schedule the workflow

Run automatically every morning to create a repeatable briefing habit.

2
Collect updates

Fetch public feed items and normalize them into a consistent structure.

3
Filter and score

Remove weak items and rank stronger ones using simple rules before summary generation.

4
Summarize and deliver

Use AI to create concise summaries, then format and send a digest to Telegram, Slack, or email.

Illustrative output
Score 8 • Automation • Open Workflow Weekly
Open-source workflow tool adds new AI evaluation nodes

A workflow platform introduced new evaluation and guardrail nodes for AI automations. This matters because it makes production AI workflows easier to measure, tune, and harden.

Score 7 • CRM • Ops Stack Journal
Major CRM platform launches faster lead routing automations

The update focuses on reducing time-to-contact for inbound leads with smarter routing logic. Teams running high-volume intake workflows could use this to improve response speed and conversion.

Score 6 • Content • Maker Dispatch
New public API makes content syndication easier for small teams

A lightweight API now supports simpler content redistribution and event-based publishing. It opens up cleaner workflow options for repurposing pipelines and multi-channel content operations.

Live demo

This version includes a safe public demo endpoint so visitors can generate sample digest output directly from the page without exposing credentials or private systems.

This is a public-safe live demo layer. In production, this frontend could call a real orchestration layer that triggers n8n or serves persisted workflow output.

Select a scenario and run the demo to see a sample digest response.

What this project demonstrates

Business-first workflow design I framed the automation around a real attention and research problem, not just a technical demo.
Practical AI usage AI is used for digestible summaries inside a larger process, instead of being the whole product.
Public-safe portfolio thinking The scenario was intentionally chosen so it could be shared publicly without exposing private data or client systems.
Reusable architecture The same workflow structure can be adapted to real estate, SEO, open-source releases, or niche industry monitoring.

Possible real-world adaptations

  • AI tools and model release tracking
  • Real estate market update briefings
  • Marketing and SEO change digests
  • Open-source release roundups
  • Public docs or changelog monitoring
  • Niche industry intelligence workflows

Project assets

This repo includes both the workflow artifact and the portfolio presentation layer so the project can be evaluated from both a technical and communication standpoint.

Case study

`README.md` frames the project as a recruiter-friendly portfolio case study.

Workflow template

`workflow/public-news-digest-workflow.json` contains the reusable n8n automation structure.

Live demo endpoint

`functions/api/demo-digest.js` provides a safe demo response layer for public visitors.