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// Case · Media automation

Descout

Descout front page — an automated, independent newsroom with live counters for entities covered, articles published, and consecutive days of coverage

Role

Automated newsroom

Stack

Agent pipeline · Knowledge graph · Syndication

Proof

160+ entities covered · 313+ consecutive days of coverage (live counter on descout.xyz)

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01

The case

The system

An AI-driven independent newsroom covering the Abstract L2 ecosystem — monitoring, newsworthiness scoring, drafting, and syndication with editorial rules enforced in the pipeline.

In production

The live desk publishes a same-day daily brief with sentiment scoring, an entity spotlight, and a latest-news feed — the monitoring, scoring, drafting, and syndication stages all visible in the shipped product.

What it proves

160+ entities covered and 313+ consecutive days of coverage, tracked by a live counter on descout.xyz.

02

Gallery

01 Visuals

Descout's live desk for the Abstract ecosystem — a same-day daily brief with sentiment scoring, an entity spotlight with tracked-status badges, and a latest-news feed
03

More cases

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