All work
Editorial systems

News Portal CMS

An editorial operating system connecting live story discovery, source analysis, AI-assisted writing, editing, SEO, and multi-format production.

My role
Product architecture, editorial workflows, AI routing and observability
System
React, TypeScript, Tiptap, Express, Firebase, Gemini, OpenAI, Remotion
The editor keeps writing, media, SEO, translation, and export in one staged workflow.
01

Editorial problem

News production begins before writing. Editors need to identify developing stories, compare sources, decide what matters, choose an angle, and move quickly without losing editorial judgment.

The CMS connects that full sequence, from the first signal in the news cycle to a finished article and its derivative formats.

02

Story discovery

News Radar clusters fresh coverage into topics, tracks source count and growth, and lets an editor choose the material that should enter the writing workflow.

News Radar grouping current sources into developing editorial topics.
03

Source selection

The first writing stage breaks source material into usable facts, quotes, and themes, letting the editor shape the evidence base before drafting begins.

Source parsing and selection before article generation.
04

Editorial strategy

The second stage defines what the new article should add: a sharper angle, deeper context, expansion of a specific theme, or a close factual rewrite.

Editorial strategy options for choosing the article's perspective.
05

Editorial throughput

One workflow

Writing, media, SEO, translation, and export remain connected inside the same editorial workspace.

Visible operations

Provider use, failures, failover, and estimated AI cost give the newsroom a measurable production system.