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ricochet 🐇

@ricochet.rs

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Putting R, Julia, and Python in production with 🤍🐇 ricochet.rs #rstats #julialang #python

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@ricochet.rsOct 12, 2026, 3:17 PM

We now support @jupyter.org notebooks! Deploy as a static site, run on a schedule, or invoke via REST API.

@ricochet.rsOct 12, 2026, 3:17 PM

Or view all tasks and app workers server wide to keep track of memory hogs 🐷 and long running processes.

@ricochet.rsOct 12, 2026, 3:17 PM

Monitor your Shiny app or FastAPI usage with live worker monitoring. RAM, CPU, and connections in the UI. All of which are exposed to an internal @prometheus.io 🔥 server.

@ricochet.rsOct 12, 2026, 3:17 PM

📣 Jupyter notebooks 📓, CPU monitoring ⚙️, and UI improvements and more just shipped in v0.24 of ricochet!

🧵 Take a look below! 👇🏼

Full release notes: docs.ricochet.rs/releases/v0....

#rstats #julialang #python #databs

@josiah.rsOct 5, 2026, 12:58 AMReposted by @ricochet.rs

reeeee feeling giddy about the next release of @ricochet.rs live monitoring of app (shiny in this case) processes—max ram, CPU, and connections.

a screenshot of ricochet's upcoming Running worker tab that shows CPU and RAM usage for runnin application worker
@ricochet.rsOct 1, 2026, 4:07 PM

The source code for the example app 👇
github.com/ricochet-rs/...

@ricochet.rsOct 1, 2026, 4:07 PM

v0.20 of ricochet supports the _server.yml standard which means you can now deploy {plumber2}, {mcptools}, {nanonext}, and {fiery}!

This app is built with {plumber2}:

gallery.ricochet.rs/app/penguins...

@ricochet.rsOct 1, 2026, 4:07 PM

Every package has its own bespoke way to start an app: - plumber::pr_run() - plumber2::api_run() - shiny::runApp() The _server.yml standard defines a launch_server() function that is in each “engine” (a package 📦) with the same arguments: config, host, port. Keep the messy config to the yaml

@ricochet.rsOct 1, 2026, 4:07 PM

App deployment in R got a whole lot simpler thanks to {plumber2}🪠 and the _server.yml standard! 🧵1/4

👀 📜 ricochet.rs/blog/server-...
#rstats #databs

@josiah.rsAug 31, 2026, 2:48 PMReposted by @ricochet.rs

🌍 Scalable spatial viz📍 Or, why Lonboard from @developmentseed.org is so fast! 💨 And how R-spatial is embracing the pattern 🐇

TL;DR
- Forsake GeoJSON
- Embrace GeoArrow

✨The inaugural @ricochet.rs blog post!

#rspatial #gischat #databs #rstats
ricochet.rs/blog/high-pe...

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