







So far, much of the conversation around third party labelers has focused on content moderation. That's an important first use case, but obviously not the only one. We talked a bit about the dow...
Towards Sustainable Moderation for 3rd Party ATProto Development
I had the chance to chat with Ronen and Wesley from semble.so at the ATProto Boston meetup last week. They mentioned to me that a topic of discussion among non-Bluesky ATProto developers in Montreal was a growing recognition that they would need to start doing moderation on their services sooner rather than later. I was very quickly able to demonstrate that labeling third party lexicons was fairly simple. That said, I think tooling is the easy part—between larger organizations like Roost and Z...


Getting Started | @skyware/labeler
The power of community moderation at your fingertips.

AT Moderation Architecture | bryan newbold
The AT network is becoming more heterogeneous in practice, with independent PDS hosts, apps, and alternative bsky AppViews establishing themselves. This means that more complex inter-service moderation scenarios are starting to get attention. While the labeling system was released all the way back i...
Labels are a way to categorize content and users on BlueSky. They are part of the moderation tools but they can be do lots of interesting things like foster community.
AT Moderation Architecture | bryan newbold (⛱️ sabbatical mode)
The AT network is becoming more heterogeneous in practice, with independent PDS hosts, apps, and alternative bsky AppViews establishing themselves. This means that more complex inter-service moderation scenarios are starting to get attention. While the labeling system was released all the way back i...
Labelwatch
Bluesky doesn’t have a single moderation team deciding what you see. Instead, it has labelers — and nobody’s watching the watchers. Labelwatch monitors every public labeler: who’s labeling, what they’re labeling, and whether their behavior is stable, bursty, or going dark.
Four Functional Quadrants for Trust & Safety Tools: Detection, Investigation, Review & Enforcement (DIRE) <div> <br> </div>
Public discourse and regulatory debates about online trust and safety have long been dominated by a focus on rules, not tools: preoccupied mostly by the questio
The Moderation article
The internet was antiblack from day one. A breakdown of AT Protocol's moderation stack and Blacksky's plan to build community-controlled protection.

On the coordination for better moderation systems
There is a need for better moderation systems on the fediverse. But getting people to coordinate to build and adopt such systems is proving to be a challenge.

New Paradigms in Trust and Safety: Navigating Defederation on Decentralized Social Media Platforms
Defederation on decentralized social media offers new possibilities for online governance. Experts consider how it can be used responsibly, in a way that balances speech and safety.
Trust and Faith in Our Web
I’m not Brennan, but I’m very interested in decentralization and a fan of AtProto specifically, so I’d like to weigh in. First I should mention I’ve personally never been able to get into microblogging, so I haven’t touched bluesky myself, despite having an account for ATProto reasons. But I agree it’s concerning that the company chooses to continue to host the content of harmful individuals and calling that act “neutral”. I’m certainly against the idea of the “marketplace of ideas” as it’s cle...

Hey interoperability nerds: I need a word for actors in distributed social media systems that provide content moderation services. Blockparty is an example. Bluesky labelers and algorithm providers are examples. Blacksky is an example because of its content rules (but having a PDS doesn't matter).
'Safety as Public Infrastructure? The Future of Moderation in the Open Social Web' Talk by Saskia Welch, Aditya Singh and Sebastian Vogelsang More info: ctalx.c-base.org/fediday-2026/talk/MGDNUN/ Click your tickets here: berlinfedi.day ⁂ […] berlin.social/@berlinfediday/11724669250279…