







“Interoperability” is the act of making a new product or service work with an existing product or service: modern civilization depends on the standards and practices that allow you to put any dish
Interoperable Serendipity
If you had asked my thoughts on interoperability some years ago, I wouldn't have had much to say. Nowadays, it has become one of my most revered ideals. And today, I want to take you along for a journey towards its summum: Interoperable Serendipity.

Eventual Interoperability – Pieter Colpaert
A pragmatic approach to interoperability: model your data richly for your own needs, then allow the eventual creation of one‑to‑many alignments.

Blaine Cook
Hi! I'm Blaine, a software programmer living in the Slocan Valley who works on decentralized technologies (<a href="https://www.eff.org/deeplinks/2019/10/adversarial-interoperability">this</a> kind, not that kind) in order to give communities the autonomy to self-determine in online spaces.


The Direction of Interoperability
Talking in terms of horizontal or vertical interoperability is too constrictive a mental model to understand what interoperability does. Doing better matters, and it's right within reach.

Infrastructure as Code is Artisanal Automation
“Artisanal” refers to something made in a traditional way by hand by a skilled craftsman, requiring both time and expertise.

Web Components Interoperability | Unpacked
Web Components Interoperability — explained clearly with diagrams.
Two Types of Interoperability Without Sharing Lexicons - Wesley's notes
Sharing lexicons is not the only way to leverage atproto’s interoperability
Two Types of Interoperability Without Sharing Lexicons - Wesley's notes
Sharing lexicons is not the only way to leverage atproto’s interoperability
Experiences with recombinant computing: Exploring ad hoc interoperability in evolving digital networks
This article describes an infrastructure that supports the creation of interoperable systems while requiring only limited prior agreements about the specific forms of communication between these systems. Conceptually, our approach uses a set of “meta-interfaces”—agreements on how to exchange new behaviors necessary to achieve compatibility at runtime , rather than requiring that communication specifics be built in at development time —to allow devices on the network to interact with one another. While this approach to interoperability can remove many of the system-imposed constraints that prevent fluid, ad hoc use of devices now, it imposes its own limitations on the user experience of systems that use it. Most importantly, since devices may be expected to work with peers about which they have no detailed semantic knowledge, it is impossible to achieve the sort of tight semantic integration that can be obtained using other approaches today, despite the fact that these other approaches limit interoperability. Instead, under our model, users must be tasked with performing the sense-making and semantic arbitration necessary to determine how any set of devices will be used together. This article describes the motivation and details of our infrastructure, its implications on the user experience, and our experience in creating, deploying, and using applications built with it over a period of several years.

Data Mesh Architecture: Interoperability, Co-Operation, and Co-Regulation
This paper examines the emergence of data mesh architectures and data intermediaries as key components in emerging data economies. It explores how data mesh arc
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).
A while ago, I came up with the term Interoperable Serendipity. I was thinking of Solid at the time, but it totally applies to ATProto as well, and I'd love to see it embraced there! I just opened a discussion in the community forum to talk about it: discourse.atmosphere.community/t/interoperable-serendipity/1…
Interoperable Serendipity
discourse.atmosphere.community"Teams working across organizational boundaries, sharing structured data, and building on each other’s work with ease." I know it's called "adversarial interop", but it actually feels like "community interop", at least right now
Toni Schneider
Conference Takeaways I’m back from ATmosphereConf in Vancouver, and I'm processing what I saw and heard. The atproto developer community could not have been nicer and more welcoming. Here are some takeaways. ... toni.org/2026/04/03/conference-takeawa…
In policy circles I keep hearing about "horizontal" and "vertical" interoperability, notions that I haven't encountered in tech standards. I sat down to write about why it's a limiting understanding of interoperability and how we can do better. berjon.com/interoperability/
The Direction of Interoperability
berjon.com