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Mehul Arora

@infiniteregrets.bsky.social
28 followers 48 following 32 posts
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Reposted by Mehul Arora
s2.dev @s2.dev · 28/08/2026
anything | 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.
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Mehul Arora @infiniteregrets.bsky.social · 30/07/2026
github.com/s2-streamsto...
github.com
GitHub - s2-streamstore/mastra-pubsub: Mastra Durable Agents PubSub implementation backed by S2.
Mastra Durable Agents PubSub implementation backed by S2. - s2-streamstore/mastra-pubsub
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Mehul Arora @infiniteregrets.bsky.social · 30/07/2026
You 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.
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Reposted by Mehul Arora
sbalogh.bsky.social @sbalogh.bsky.social · 07/07/2026
we 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.dev
opbox
opbox 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.
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Mehul Arora @infiniteregrets.bsky.social · 29/06/2026
Seems like Local AI is getting more and more relevant, so I wrote about it! s2.dev/blog/local-ai
s2.dev
Serving Local AI on my Jetson through Durable Streams
Its time to self-host!
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Mehul Arora @infiniteregrets.bsky.social · 15/05/2026
www.npmjs.com/package/@s2-...
npmjs.com
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Mehul Arora @infiniteregrets.bsky.social · 15/05/2026
You can plug @s2.dev into your anthropic sdk based chat app and make your chats durable!
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Mehul Arora @infiniteregrets.bsky.social · 01/05/2026
s2.dev/docs/integra...
s2.dev
TanStack AI - S2
Persist TanStack AI chat sessions on S2 streams to replay history and resume after disconnects.
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Mehul Arora @infiniteregrets.bsky.social · 01/05/2026
oh and tanstack ai too!
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Mehul Arora @infiniteregrets.bsky.social · 21/04/2026
www.npmjs.com/package/@s2-...
npmjs.com
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Mehul Arora @infiniteregrets.bsky.social · 21/04/2026
Make your aisdk chat app crash proof by using s2.dev as the persistence layer behind useChat!
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Mehul Arora @infiniteregrets.bsky.social · 18/03/2026
Sorry folks, if you are going to video conference over a database, it better be a Stream Store. s2.dev/blog/video-c...
s2.dev
Video Conferencing with Durable Streams
Building a video conferencing app powered by S2 streams
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Mehul Arora @infiniteregrets.bsky.social · 04/03/2026
`s2 apply`: s2.dev/docs/cli/app...
s2.dev
Apply - S2
Declaratively create or reconfigure basins and streams from a spec file
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Mehul Arora @infiniteregrets.bsky.social · 04/03/2026
Terraform provider: registry.terraform.io/providers/s2...
registry.terraform.io
Terraform Registry
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Mehul Arora @infiniteregrets.bsky.social · 04/03/2026
There'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.
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Mehul Arora @infiniteregrets.bsky.social · 27/02/2026
The 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
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Reposted by Mehul Arora
s2.dev @s2.dev · 25/02/2026
The 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/ga
s2.dev
General availability & our seed round
S2 is now GA. Plus, $3.85M in seed funding led by Accel.
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Mehul Arora @infiniteregrets.bsky.social · 22/02/2026
Checkout parallax: github.com/s2-streamsto...
github.com
GitHub - s2-streamstore/parallax: Distributed multi-agent research engine with dynamic strategy planning, durable stream-based coordination, and controlled synthesis
Distributed multi-agent research engine with dynamic strategy planning, durable stream-based coordination, and controlled synthesis - s2-streamstore/parallax
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Mehul Arora @infiniteregrets.bsky.social · 22/02/2026
I wrote about it here: s2.dev/blog/distrib...
s2.dev
Coordinating adversarial AI agents
Durable streams for scalable AI agent coordination and parallel reasoning.
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Mehul Arora @infiniteregrets.bsky.social · 22/02/2026
It was fun to run multi-agent research cohorts and have them connect over durable streams, making infinitely many reasoning topologies possible!
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Reposted by Mehul Arora
s2.dev @s2.dev · 16/02/2026
Curious about the architecture of S2? This is how we cook infinite durable streams for you.
s2 cell architecture diagram
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Mehul Arora @infiniteregrets.bsky.social · 30/01/2026
It's out! github.com/s2-streamsto... and then just run: s2 -i
github.com
GitHub - s2-streamstore/s2: Durable Streams API
Durable Streams API. Contribute to s2-streamstore/s2 development by creating an account on GitHub.
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Mehul Arora @infiniteregrets.bsky.social · 30/01/2026
just got finished no-lifing on building a TUI for s2, wdyt?
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Reposted by Mehul Arora
shikhar @schmizz.net · 21/01/2026
s2-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...
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Reposted by Mehul Arora
shikhar @schmizz.net · 27/12/2025
Thankful to the @s2.dev team for all the progress we made this year! Really excited for 2026. Some highlights 🧵
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Mehul Arora @infiniteregrets.bsky.social · 12/11/2025
had a fun time chasing an issue that adding RUST_BACKTRACE=full just OOMKilled one of our pods
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Mehul Arora @infiniteregrets.bsky.social · 02/11/2025
just 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
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Reposted by Mehul Arora
s2.dev @s2.dev · 30/09/2025
Distracted boyfriend spurning durable objects to check out durable streams
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Mehul Arora @infiniteregrets.bsky.social · 30/09/2025
I wrote about it: s2.dev/blog/durable... Try it here: s2.dev/demos/y-s2?r...
s2.dev
Behind y-s2: serverless multiplayer rooms
Powering reliable real-time collaboration with S2
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Mehul Arora @infiniteregrets.bsky.social · 30/09/2025
Excited to share y-s2, an open-source serverless backend for real-time collaborative applications using Yjs and @s2.dev!
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Reposted by Mehul Arora
shikhar @schmizz.net · 01/09/2025
After 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
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Reposted by Mehul Arora
sbalogh.bsky.social @sbalogh.bsky.social · 26/08/2025
I wrote a bit about how we verify linearizability of @s2.dev using Porcupine! s2.dev/blog/lineari...
s2.dev
Linearizability testing S2 with deterministic simulation
How we validate strong consistency
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Reposted by Mehul Arora
shikhar @schmizz.net · 05/08/2025
s2.dev got a refresh ✨
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Mehul Arora @infiniteregrets.bsky.social · 01/08/2025
Our 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
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Mehul Arora @infiniteregrets.bsky.social · 29/07/2025
Music credits: www.youtube.com/watch?v=Ln7q... IRC in 23 lines of bash with S2 by Stephen Balogh: gist.github.com/infiniteregr...
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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!
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Reposted by Mehul Arora
shikhar @schmizz.net · 01/07/2025
Agents need granular streams. And yes, @s2.dev fits the bill nicely! s2.dev/blog/agent-s...
screenshot of blog post titled `Stream per agent session`
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Reposted by Mehul Arora
sbalogh.bsky.social @sbalogh.bsky.social · 26/06/2025
Super cool XTDB plugin from @chuck.cassel.dev, which implements the write-ahead log using @s2.dev streams: github.com/chucklehead-...
github.com
GitHub - chucklehead-dev/s2-log
Contribute to chucklehead-dev/s2-log development by creating an account on GitHub.
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Mehul Arora @infiniteregrets.bsky.social · 24/06/2025
Change 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!
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Reposted by Mehul Arora
sbalogh.bsky.social @sbalogh.bsky.social · 11/06/2025
Had 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
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Reposted by Mehul Arora
shikhar @schmizz.net · 03/06/2025
You 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-...
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Reposted by Mehul Arora
shikhar @schmizz.net · 30/05/2025
Kind 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...
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Mehul Arora @infiniteregrets.bsky.social · 28/05/2025
Package: www.npmjs.com/package/@s2-... Docs: s2.dev/docs/integra...
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Mehul Arora @infiniteregrets.bsky.social · 28/05/2025
We 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.
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Reposted by Mehul Arora
Chris @chris.blue · 16/05/2025
S2 is starting to do some really interesting stuff…
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Reposted by Mehul Arora
shikhar @schmizz.net · 14/05/2025
S2 now supports timestamps! 🕰️ How we made streams understand time: s2.dev/blog/timesta...
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Reposted by Mehul Arora
shikhar @schmizz.net · 02/05/2025
Adding 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
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Reposted by Mehul Arora
Vaibhav Rabber @vrong.me · 03/04/2025
Create streams on the fly with ease. Just turn on this setting for your basin. @s2.dev
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Reposted by Mehul Arora
shikhar @schmizz.net · 02/04/2025
I blogged about our DST journey with @s2.dev s2.dev/blog/dst
s2.dev
DST for async Rust
Taming distributed systems with deterministic simulation testing.
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Mehul Arora @infiniteregrets.bsky.social · 02/04/2025
The 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
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