Reposted by Mehul Aroras2.dev @s2.dev · 28/08/2026anything | tsf Launching tail.surf: live gists for terminals, apps, and agents. Pipe any output into tsf and get a stable URL. Follow live, scrub back in time, or replay the full history. 161
Mehul Arora @infiniteregrets.bsky.social · 30/07/2026You can now use S2 as a backend for Mastra Durable Agents! The @ s2-dev/mastra-pubsub adapter maps each durable topic to an S2 stream, with live delivery, replay after refreshes or process restarts, and distributed leases for coordinating thread ownership across processes. 142
Reposted by Mehul Arorasbalogh.bsky.social @sbalogh.bsky.social · 07/07/2026we just released opbox.dev, which is a fun way to bring real-time sync to directories of plain textfiles (markdown, code, what have you..) on disk youtube.com/watch?v=ewhP...opbox.devopboxopbox is an experimental open-source daemon that syncs directories of plain text files between machines in real time — CRDT merges, any editor, end-to-end encrypted, offline-friendly. 1222
Mehul Arora @infiniteregrets.bsky.social · 29/06/2026Seems like Local AI is getting more and more relevant, so I wrote about it! s2.dev/blog/local-ais2.devServing Local AI on my Jetson through Durable StreamsIts time to self-host! 063
Mehul Arora @infiniteregrets.bsky.social · 15/05/2026You can plug @s2.dev into your anthropic sdk based chat app and make your chats durable! 142
Mehul Arora @infiniteregrets.bsky.social · 21/04/2026Make your aisdk chat app crash proof by using s2.dev as the persistence layer behind useChat! 173
Mehul Arora @infiniteregrets.bsky.social · 18/03/2026Sorry folks, if you are going to video conference over a database, it better be a Stream Store. s2.dev/blog/video-c...s2.devVideo Conferencing with Durable StreamsBuilding a video conferencing app powered by S2 streams 131
Mehul Arora @infiniteregrets.bsky.social · 04/03/2026There's two new ways to manage S2 as code! The Terraform provider lets you manage resources with full lifecycle support. Available on the Terraform Registry at s2-streamstore/s2. Or you can use the CLI by `s2 apply` which takes a declarative JSON spec and creates/reconfigures specified resources. 232
Mehul Arora @infiniteregrets.bsky.social · 27/02/2026The s2.dev dashboard now has a Data Plane studio to make it convenient to work with streams. You can: -Do one-shot reads, live tail from any stream, start from an offset, seq no., or timestamp -Append records in multiple modes -Run stream commands -Inspect records with command record aware rendering 032
Reposted by Mehul Aroras2.dev @s2.dev · 25/02/2026The S2 cloud service is now GA! We also raised a $3.85M seed round led by Accel with participation from Y Combinator, and other funds and angels like @t3.gg @chris.blue @fulmicoton.bsky.social s2.dev/blog/gas2.devGeneral availability & our seed roundS2 is now GA. Plus, $3.85M in seed funding led by Accel. 2146
Mehul Arora @infiniteregrets.bsky.social · 22/02/2026It was fun to run multi-agent research cohorts and have them connect over durable streams, making infinitely many reasoning topologies possible! 133
Reposted by Mehul Aroras2.dev @s2.dev · 16/02/2026Curious about the architecture of S2? This is how we cook infinite durable streams for you. 174
Mehul Arora @infiniteregrets.bsky.social · 30/01/2026just got finished no-lifing on building a TUI for s2, wdyt? 262
Reposted by Mehul Arorashikhar @schmizz.net · 21/01/2026s2-lite is here – an open source @s2.dev Stream Store! It's a single binary you can run anywhere. Powered by SlateDB, so you can point it at an object storage bucket for durable streams with real-time reads. github.com/s2-streamsto... 1226
Reposted by Mehul Arorashikhar @schmizz.net · 27/12/2025Thankful to the @s2.dev team for all the progress we made this year! Really excited for 2026. Some highlights 🧵 684
Mehul Arora @infiniteregrets.bsky.social · 12/11/2025had a fun time chasing an issue that adding RUST_BACKTRACE=full just OOMKilled one of our pods 000
Mehul Arora @infiniteregrets.bsky.social · 02/11/2025just tried out the real-time TodoMVC example with @livestore.dev + @s2.dev as the durable sync provider, and honestly its crazy how fast it is! local SQLite, works offline, real-time updates and no complex setup, just works 1144
Mehul Arora @infiniteregrets.bsky.social · 30/09/2025Excited to share y-s2, an open-source serverless backend for real-time collaborative applications using Yjs and @s2.dev! 161
Reposted by Mehul Arorashikhar @schmizz.net · 01/09/2025After a bout of hallucination, I had GPT5 generate some backronyms for itself: - Generally Pretends Truthfully - Gullible People’s Trick - Greatly Pretends Things - Generated, Probably Twisted - Guessing, Passing, Tricking - Good at Pretending Truths - Generally Produces Tall-tales 021
Reposted by Mehul Arorasbalogh.bsky.social @sbalogh.bsky.social · 26/08/2025I wrote a bit about how we verify linearizability of @s2.dev using Porcupine! s2.dev/blog/lineari...s2.devLinearizability testing S2 with deterministic simulationHow we validate strong consistency 074
Mehul Arora @infiniteregrets.bsky.social · 01/08/2025Our Star Wars quickstart got good feedback, and now you can view the stream from the dashboard too 🫣 This comes in real handy for live debugging and observability — especially in systems built around agentic workflows, microservices, or event sourcing using @s2.dev 043
Mehul Arora @infiniteregrets.bsky.social · 29/07/2025@s2.dev can now automatically delete streams where all records have fallen out of retention or it was never written to, based on a configurable time threshold. The option is called "delete-on-empty" and you can set it up on the default stream configuration for your basin from the dashboard or CLI! 153
Reposted by Mehul Arorashikhar @schmizz.net · 01/07/2025Agents need granular streams. And yes, @s2.dev fits the bill nicely! s2.dev/blog/agent-s... 084
Reposted by Mehul Arorasbalogh.bsky.social @sbalogh.bsky.social · 26/06/2025Super cool XTDB plugin from @chuck.cassel.dev, which implements the write-ahead log using @s2.dev streams: github.com/chucklehead-...github.comGitHub - chucklehead-dev/s2-logContribute to chucklehead-dev/s2-log development by creating an account on GitHub. 064
Mehul Arora @infiniteregrets.bsky.social · 24/06/2025Change data capture from Postgres is simple with the right tools. We collaborated with sequinstream.com on an integration so you can use @s2.dev to ship real-time features faster! 053
Reposted by Mehul Arorasbalogh.bsky.social @sbalogh.bsky.social · 11/06/2025Had a lot of fun with this 😄 – a multiplayer, "instant re-playable" pseudoterminal that uses @s2.dev streams as a transport instead of SSH: s2.dev/blog/s2-term 064
Reposted by Mehul Arorashikhar @schmizz.net · 03/06/2025You can now safely share @s2.dev streams directly with end clients like browsers, apps, or agents! No proxying required. Check it out, s2.dev/blog/access-... 0114
Reposted by Mehul Arorashikhar @schmizz.net · 30/05/2025Kind words from Chris about S2! I felt strongly that we needed to not hitch our wagon to Kafka. It is not even a priority for us, for now. This may seem like a strange analogy... but if Kafka is OLAP, we want to be OLTP. See this demo to understand what I mean: s2.dev/docs/integra... 1103
Mehul Arora @infiniteregrets.bsky.social · 28/05/2025We were inspired by Vercel's take on resumable streams in the Chat SDK, and thought — what if we took it a step further with S2? With the @s2-dev/resumable-stream npm package, you can use S2 as the backend for stream resumption in AI chat applications. 122
Reposted by Mehul AroraChris @chris.blue · 16/05/2025S2 is starting to do some really interesting stuff… 043
Reposted by Mehul Arorashikhar @schmizz.net · 14/05/2025S2 now supports timestamps! 🕰️ How we made streams understand time: s2.dev/blog/timesta... 0169
Reposted by Mehul Arorashikhar @schmizz.net · 02/05/2025Adding a familiar tail command to the @s2.dev CLI felt natural! Some folks have compared Stream Store to a "serverless named pipe." It's an intuitive analogy, and here are some ways S2 is so much more: - Record-oriented - Durable on object storage - Built-in concurrency control 032
Reposted by Mehul AroraVaibhav Rabber @vrong.me · 03/04/2025Create streams on the fly with ease. Just turn on this setting for your basin. @s2.dev 045
Reposted by Mehul Arorashikhar @schmizz.net · 02/04/2025I blogged about our DST journey with @s2.dev s2.dev/blog/dsts2.devDST for async RustTaming distributed systems with deterministic simulation testing. 01710
Mehul Arora @infiniteregrets.bsky.social · 02/04/2025The S2 CLI makes it super easy to manage basins and streams - but now you can also do a lot from within the dashboard! @s2.dev 043
Reposted by Mehul AroraJulia Evans @b0rk.jvns.ca · 25/03/2025just added an Accessibility page talking about what Wizard Zines has been doing to make things more accessible for screen reader users wizardzines.com/accessibility/ 29110
Reposted by Mehul AroraLuke @lukehedger.dev · 21/03/2025Just watched @sbalogh.bsky.social HYTRADBOI talk and I love the idea behind @s2.dev: using a stream as your database ✨ The simplicity of the API/concepts is going to make it accessible to teams who'd otherwise have to reach for ~kafka to get a similar architecture www.hytradboi.com/2025/f2cc03c...hytradboi.comServerless primitives for the shared log architecture 0103
Reposted by Mehul Aroraquettabit @quettabit.bsky.social · 04/03/2025Bytewax connector for @s2.dev is out now! bytewax.io/blog/s2-conn...bytewax.ioAnnouncing the Bytewax Connector for S2! – bytewaxWe’re excited to introduce the Bytewax connector for S2 (Stream Store). S2’s philosophy—that **the stream deserves to... 043
Reposted by Mehul Arorasbalogh.bsky.social @sbalogh.bsky.social · 26/02/2025I have a talk about S2 at HYTRADBOI this friday! www.hytradboi.com/2025/hytradboi.comHYTRADBOI 2025HYTRADBOI is a fun online conference about databases, programming languages, and everything in between. 152
Reposted by Mehul AroraHYTRADBOI @hytradboi.bsky.social · 26/02/2025Talk 24: "Serverless primitives for the shared log architecture" by Stephen Balogh (@sbalogh.bsky.social) 185
Reposted by Mehul Arorasbalogh.bsky.social @sbalogh.bsky.social · 24/02/2025S2 now has an official Java SDK! github.com/s2-streamsto...github.comGitHub - s2-streamstore/s2-sdk-java: Java SDK for S2Java SDK for S2. Contribute to s2-streamstore/s2-sdk-java development by creating an account on GitHub. 144
Reposted by Mehul Arorashikhar @schmizz.net · 23/02/2025Is Kafka a log? No Is a Kafka topic a log? No, the topic-partition is the log. A Kinesis stream is not a log either. The stream-shard is. S2 does not bury the core abstraction everyone can get behind. An S2 stream is a log. 281
Reposted by Mehul AroraPolar Signals @polarsignals.com · 11/02/2025📣 Today on the blog, check out this awesome case study with @s2.dev sharing some of their successes with Polar Signals Cloud (spoiler, they're huge!) 🧊 www.polarsignals.com/blog/posts/2...polarsignals.comDoubling Throughput with Continuous Profiling and Optimization“68.37% of CPU [...] with a one-line code change [...] went down to 31.82%” 052
Reposted by Mehul AroraFrederic Branczyk @brancz.com · 11/02/2025On a more personal level, we are honoured that we got to work with @schmizz.net and the rest of the @s2.dev team ahead of their launch and managed to play a small role in their really awesome product! 083
Reposted by Mehul AroraThor @thorfour.dev · 11/02/2025I absolutely love seeing our customers use our product to make theirs better! Check out our block to learn how @s2.dev did just that 031
Reposted by Mehul AroraVaibhav Rabber @vrong.me · 11/02/2025Really excited to announce @s2.dev components for Bento 🎉 You can now integrate S2 streams as inputs and outputs in your pipelines. Get started: s2.dev/docs/integra...s2.devBento - S2 023
Mehul Arora @infiniteregrets.bsky.social · 31/01/2025You can easily power your next IoT project's data streaming pipeline with S2, and I wrote a blogpost showing exactly how you can do it! s2.dev/blog/iots2.devBlazing-fast IoT data pipeline for infrared monitoringHomebrew project to monitor shared spaces using an infrared thermal imaging sensor and S2. 054
