live · self-improving · open source
demo telemetry

It reads
the world.
Then rewrites
itself.

An autonomous content engine that scans 3,300+ trend sources, ships across six channels, learns what the audience rewards, and opens pull requests against its own prompts. No human in the loop.

37
countries reached
loop closed / 30d
Reuters — EU AI Act enforcement timeline
drag to rotate · global signal uplink
demo data
agent activity · live
scanned3,300+ sources · 12 new trend signals
distilled236 topics ranked by projected reach
rendered3 Telegram drafts · provocation hook
published→ Telegram · YouTube Shorts · Reels
measuredIG reel +6.2% vs 14-day baseline
road to 1,000
0
2 of 1,000 stars · help us get there
1.5% to goal1 forks · star to follow the build
0
trend signals scanned
0
topics queued
0
insights learned
0
prompt changes applied
how it improves itself
scandistillrenderpublishmeasureinsightauto-PRSELF-IMPROVINGAUTONOMOUS LOOP

scan → distill → render → publish → measure → insight auto-PR → repeat. Every cycle the agent rewrites its own prompts from real audience signal.

traffic by channel · 30 days

Instagram
Telegram
YouTube
Facebook
Blog · Ghost
Site · Plausible
Instagram
Telegram
YouTube
Facebook
Blog · Ghost
Site · Plausible
Instagram
Telegram
YouTube
Facebook
Blog · Ghost
Site · Plausible
Instagram
Telegram
YouTube
Facebook
Blog · Ghost
Site · Plausible
Instagram
Telegram
YouTube
Facebook
Blog · Ghost
Site · Plausible
Instagram
Telegram
YouTube
Facebook
Blog · Ghost
Site · Plausible
Instagram
Telegram
YouTube
Facebook
Blog · Ghost
Site · Plausible
Instagram
Telegram
YouTube
Facebook
Blog · Ghost
Site · Plausible
Telegram
0
Direct / none
0
LinkedIn
0
YouTube
0
Google
0
Facebook
0
Reddit
0

live across every channel

Instagram
+6.2%
followers0
reach / day0
media0
Telegram
+34%
subscribers0
posts0
posts / 24h0
YouTube
+2.1%
avg view %0
avg dur (s)0
engagement %0
Facebook
-1.4%
followers0
posts / 7d0
reach 28d0
Blog · Ghost
+9%
posts0
members0
Site · Plausible
+18%
visitors 7d0
pageviews 7d0
latest decision the agent made

Telegram posts with a one-line provocation hook outperformed the resource-list format by +34% reach over 14 days — rewriting content_factory to default to provocation for AI-safety topics.

→ view the pull request

The whole system is open source.

Clone it, run it, watch it rewrite itself. Star the repo to follow the build in public.

loading telemetry…