FrontBrief.AI — A Daily Brief from the AI Frontier
An autonomous AI newsroom that researches the day's strongest signals, writes a five-item brief, designs a social lead, publishes web and LINE editions, and prepares configurable Instagram output from one source.
Runtime and tools
- Codex
- GitHub Actions
- LINE
- Canva
- Next.js

Product at a glance
- Schedule
- 05:00 London
- Desk
- 5-stage routine
- Delivery
- Web · LINE · Instagram-ready
Editorial identity
A newsroom, not a repost bot
The desk separates importance-first article selection from engagement-first social selection. One research run can make different editorial choices for the brief and the feed while preserving one canonical source.

Product output
The daily poster series
Each edition produces one engagement-first visual lead. These are examples of the publishing system's output, not independent factual claims by this portfolio page.




How it works
One autonomous editorial desk
The repository documents a staged workflow with separate research, assignment, social, production, and quality-control responsibilities.
- 01Research podFour parallel beats scan the previous 24–48 hours.
- 02Assignment editorDeduplicate and rank importance separately from engagement.
- 03Social editorChoose the strongest feed story and visual direction.
- 04ProducerWrite the article, LINE digest, and Instagram caption.
- 05EIC + deliveryRun QA, build the poster, commit, and publish.
Product
FrontBrief.AI is a working end-to-end AI newsroom built around one promise: a concise view of the AI frontier before the day's noise takes over. The public archive is the durable product surface; LINE delivery is automated, while Instagram output remains independently configurable.
Editorial model
AI news is high-volume, duplicated, and quickly stripped of source context. FrontBrief uses two tracks on purpose: the article is importance-first, while the poster is engagement-first. Both outputs still originate from the same researched edition.
What ships
- A source-linked daily web edition and public archive
- A compact LINE digest derived from the same article
- A designed social poster and channel-ready caption
- Independent publishing actions that can be tested or disabled by channel
Build
- Next.js for the public edition and archive
- Markdown as the canonical article format
- Codex automation and Python for research-output handling
- GitHub Actions and Canva for distribution and visual production
Maturity
What exists now
| Area | State | Evidence |
|---|---|---|
| Daily editorial routine | Live | Scheduled multi-stage research and production workflow. |
| Public web edition | Live | Next.js archive renders the reader-facing edition. |
| LINE delivery | Automated | GitHub Actions extracts and sends the configured digest. |
| Instagram delivery | Configurable | Poster and caption publishing can be enabled independently. |
Need a focused intelligence workflow?
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