No algorithm working against you. No invisible forces shaping what you see. Just an open feed that tells you the truth.
The rest takes care of itself — quietly, in the background.
🔓
Open algorithm
You can see exactly why you see what you see. No black boxes. No hidden ranking.
↳ powered by CandorCore · open source
🔍
Truth Shield
Free disinformation detection that puts the score in your hands. You decide.
↳ Telegram bot · web app · browser ext
🤝
Your space
Community owned. Calm, clean, and actually yours. No rage bait. No manufactured outrage.
↳ Gateway · Shield · Sentinel running silent
Live from the feed
RC
Ronny Cruz
@ronnycruz · 2h
Truth Shield is live — free, open-source disinformation detection for the communities that need it most.
Verified ✓score 0.04
MV
Maria Velázquez
@mvelazquez · 4h
Finally a feed that shows me WHY something is flagged instead of just removing it. This is what media literacy looks like.
Verified ✓score 0.07
DK
Dev Kapoor
@devk · 1h
The open algorithm is a game changer. I can actually see why a post is being surfaced. No other platform does this.
Verified ✓score 0.11
SA
Sofia Andrade
@sofanda · 3h
The feed just feels different. Calmer. Like someone actually thought about what it feels like to use it for an hour.
Verified ✓score 0.03
JM
James M.
@jmedia · 6h
Candor's Beacon module flagged a coordinated campaign before it went viral. This is what we've been missing.
Verified ✓score 0.08
EJ
Elena Juárez
@elenaj · 5h
As a fact-checker, I've never had a platform work with my work before. Truth Shield surfaces the same signals I do.
Verified ✓score 0.05
RC
Ronny Cruz
@ronnycruz · 2h
Truth Shield is live — free, open-source disinformation detection for the communities that need it most.
Verified ✓score 0.04
MV
Maria Velázquez
@mvelazquez · 4h
Finally a feed that shows me WHY something is flagged instead of just removing it. This is what media literacy looks like.
Verified ✓score 0.07
DK
Dev Kapoor
@devk · 1h
The open algorithm is a game changer. I can actually see why a post is being surfaced. No other platform does this.
Verified ✓score 0.11
SA
Sofia Andrade
@sofanda · 3h
The feed just feels different. Calmer. Like someone actually thought about what it feels like to use it for an hour.
Verified ✓score 0.03
JM
James M.
@jmedia · 6h
Candor's Beacon module flagged a coordinated campaign before it went viral. This is what we've been missing.
Verified ✓score 0.08
EJ
Elena Juárez
@elenaj · 5h
As a fact-checker, I've never had a platform work with my work before. Truth Shield surfaces the same signals I do.
Verified ✓score 0.05
Beacon — real-time reach analytics
Sentinel — bot detection, running silent
Gateway — community safety layer
Shield — content integrity engine
Truth Shield — open source · free forever
Open algorithm — fully auditable
5 Fly.io nodes · IAD · LAX · AMS
DigitalOcean Spaces CDN
Beacon — real-time reach analytics
Sentinel — bot detection, running silent
Gateway — community safety layer
Shield — content integrity engine
Truth Shield — open source · free forever
Open algorithm — fully auditable
5 Fly.io nodes · IAD · LAX · AMS
DigitalOcean Spaces CDN
What's inside
Everything you'd expect. A few things you won't.
Hover any card to see what's powering it under the hood.
📡
Real-time feed
Posts arrive instantly via WebSocket. No refresh needed. The feed is alive.
↳ WebSocket · Fly.io · 5 global nodes
🔍
Truth Shield scores
Every post carries a transparency score. You see what the AI sees. No surprises.
↳ Claude Haiku API · open source scoring
📊
Beacon analytics
See how your posts actually reach people. Real numbers. No inflated vanity metrics.
↳ candor-beacon.fly.dev · live now
🔓
Open algorithm
The ranking logic is public. Fork it, audit it, or just trust it — you have the receipts.
↳ github.com/OpenFeedNetwork · MIT license
🛡️
Silent safety layer
The platform is quieter than anywhere else you've been. You'll notice the difference.
↳ Sentinel · Gateway · Shield · always on
⛓️
Decentralized storage
Truth Shield data lives on IPFS and Arweave. No one can take it down. Not even us.
↳ IPFS · Arweave · Polygon smart contract
✦ Truth Shield — Free & Open Source
Detection power in your hands.
Not a content filter. Not a removal tool. A lens that shows you the signal behind every post — so you decide what's worth your attention.
🔓 Open source📱 Telegram bot🌐 Web app coming🔌 Browser ext coming
Ready for a feed that's honest?
Early access — no algorithm games, no manufactured outrage, no noise. Just the feed.
No spam. No data selling. Ever. That would be ironic.
RC
Ronny Cruz
@ronnycruz · 2h
Open SourceVerified ✓
Truth Shield is live — a free, open-source disinformation detector built for the communities that need it most. Not the ones that can afford it. Telegram bot ships first. Web app and browser extension follow. Decentralized via IPFS/Arweave so no one can take it down.
Beacon Reach
Live
42.8K
↑ 12% this week
Threats Blocked
Shield
1,847
↑ 34% since launch
ThreatShield — this post
Real-time
Coordinated inauthenticity0.82
Engagement manipulation0.44
Verified source signal0.09
OF
Open Feed Network · 12mAnnouncement
CandorCore safety modules now live across all five Fly.io nodes — IAD, LAX, and AMS. Flood attack defense active. The feed stays clean no matter where you are.
Finally a feed that shows me WHY something is flagged instead of just removing it. The ThreatShield score breakdown is exactly what news literacy looks like in practice. This is what we've been asking for.