#TLang
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brodriguesco.bsky.social
T is still early Beta, built in OCaml, distributed only via Nix, and designed with AI agents in mind. It won’t replace R or Python, it coordinates them.

If you’re a data janitor tired of fragile setups and spaghetti notebooks, give T a shot! github.com/b-rodrigues/... 10/10
GitHub - b-rodrigues/tlang
Contribute to b-rodrigues/tlang development by creating an account on GitHub.
github.com
May 6, 2026 at 6:39 AM
brodriguesco.bsky.social
quick-start:

`nix shell github:b-rodrigues/tlang`

Learn more: tstats-project.org

#TLang #DataScience #FunctionalProgramming #NixOS #RStats #Python

4/4
T Programming Language - index
tstats-project.org
April 12, 2026 at 4:26 PM
brodriguesco.bsky.social
Check out the full changelog: tstats-project.org/changelog.html

#TLang #DataScience #NixOS #Reproducibility #RStats #Python
T Programming Language - changelog
tstats-project.org
June 22, 2026 at 8:14 PM
brodriguesco.bsky.social
the language github.com/b-rodrigues/...

a package: github.com/b-rodrigues/...

a pipeline: github.com/b-rodrigues/...
GitHub - b-rodrigues/tlang
Contribute to b-rodrigues/tlang development by creating an account on GitHub.
github.com
February 24, 2026 at 5:18 PM
brodriguesco.bsky.social
If you want to use a new tool to help you set up reproducible #RStats #Python and #JuliaLang pipelines, check out #TLang in this 2 minute announcement trailer youtu.be/LIatS0k0JEI
Reproducible R & Python with Nix: The T Orchestration Engine
YouTube video by Bruno Rodrigues
youtu.be
June 23, 2026 at 2:30 PM
brodriguesco.bsky.social
Fresh release: T 0.51.2 is now stable!
- First-class Serializer registry
- Lens API for deep surgical updates

1700+ tests passed. All demos updated.

Get started: nix shell github:b-rodrigues/tlang

Release notes: github.com/b-rodrigues/...
March 28, 2026 at 3:00 PM
brodriguesco.bsky.social
I think i'm ready for a first public beta: who wants to test this? if you want to help me test this, please add a message here: github.com/b-rodrigues/...
March 18, 2026 at 8:24 PM
rpodcast.bsky.social
It was an absolutely thrill to have @brunorodriguezq.bsky.social join our R/Pharma Hangout!

Plus: I accepted the challenge of creating demos of #rstats {rix} to manage pharmaverse packages as well as #tlang to convert a{targets} pipeline!

🔗 github.com/rinpharma/de...
🔗 github.com/rinpharma/de...
May 23, 2026 at 6:13 PM
brodriguesco.bsky.social
For example, my data science pipeline orchestrator, T, written in Ocaml has:

- 2000+ unit tests (coverage of 60% github.com/b-rodrigues/...)

1/2
May 5, 2026 at 1:45 PM
juedstudien.bsky.social
#Event | Stolpersteine commemorating Jewish Families from Cologne | Online panel discussion | July 7, 2026, 7:00 PM CEST | Details: nsdok.de/Events?tlang...
#jewishstudies #jewsky #Stolpersteine
July 3, 2026 at 8:17 AM
luca-schenato.ch
Sempre rilassante vedere queste discese www.youtube.com/watch?v=8skt...
Urban Downhill in India Red Bull Tlang Ruam 2025 POV. Aizawl, Mizoram
YouTube video by Pedro Burns
www.youtube.com
December 1, 2025 at 4:52 PM
brodriguesco.bsky.social
I'm not a Christian but I love Jesus and wish I had his wisdom! I think Christianity is a religion of peace and love which is why Tlang has a code of ethics directly copied from Sqlite's github.com/b-rodrigues/...

Happy Easter!
April 5, 2026 at 11:43 AM
brodriguesco.bsky.social
First release of T (v0.51.0 "Sangoku"), a DSL for orchestrating polyglot pipelines! If you want to help test this, please let me know in this thread github.com/b-rodrigues/...
March 20, 2026 at 1:07 PM
brodriguesco.bsky.social
A lot of effort is put into allow seamless transfer of objects between languages. See github.com/b-rodrigues/...
GitHub - b-rodrigues/tlang
Contribute to b-rodrigues/tlang development by creating an account on GitHub.
github.com
March 17, 2026 at 8:38 AM
brodriguesco.bsky.social
If you're building data pipelines and care about reproducibility and correctness by design, check out T!

🔗 github.com/b-rodrigues/...

#DataScience #ReproducibleResearch #RStats #Python
GitHub - b-rodrigues/tlang
Contribute to b-rodrigues/tlang development by creating an account on GitHub.
github.com
August 12, 2026 at 7:25 AM
brodriguesco.bsky.social
`propcraft` introduces property-based testing. Instead of writing tests one case at a time, state an invariant: "serializing and deserializing a value always returns the same value" and it gets checked against 100s of generated inputs.

👇
GitHub - b-rodrigues/tlang
Contribute to b-rodrigues/tlang development by creating an account on GitHub.
github.com
August 12, 2026 at 7:25 AM
redbullcontentpool.bsky.social
Speed takes over the streets of India as Red Bull Tlang Ruam 2025 ushers in mountain bike urban #downhill racing on a whole new level. Album available for media > win.gs/4i5zZvR #MTB #DH
November 12, 2025 at 12:31 PM
brodriguesco.bsky.social
As controversial as this might sound to some, I believe that AI-only programming is here to stay. So we need to provide tools that allow LLMs to self-correct as they program. This release (and the previous 3) of T were focusing on just that. This release introduces a new package, `propcraft`.

👇
GitHub - b-rodrigues/tlang
Contribute to b-rodrigues/tlang development by creating an account on GitHub.
github.com
August 12, 2026 at 7:25 AM
brodriguesco.bsky.social
📦 New lightweight `tlang` companion packages for R, Python, and Julia

Orchestrate the big 3 data science languages seamlessly using T!

Learn more: tstats-project.org

2/2
T Programming Language - index
tstats-project.org
May 18, 2026 at 6:53 PM
slyzaking.bsky.social
O tlang gopotsa scene e😭😭
a boy wearing a headband with a g on it is eating chopsticks
ALT: a boy wearing a headband with a g on it is eating chopsticks
media.tenor.com
November 20, 2024 at 8:21 PM
epsteinweb.bsky.social
Parts 5-6/6 — EFTA00606150.jpg
#epsteinweb #efta00606150
https://epsteinweb.org
Available in the iOS app store now!
https://apps.apple.com/us/app/epstein-web/id6758880661
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May 4, 2026 at 1:11 PM
brodriguesco.bsky.social
I then turned `propcraft` on T's own standard library (dogfooding, as it should be), generating thousands of randomized Ints, Floats, Strings, DataFrames, Dicts, dates, and factors, and it surfaced real, previously-hidden bugs:

👇
GitHub - b-rodrigues/tlang
Contribute to b-rodrigues/tlang development by creating an account on GitHub.
github.com
August 12, 2026 at 7:25 AM
brodriguesco.bsky.social
🔍 String and regex functions were operating on raw bytes instead of Unicode code points: multi-byte characters could get split, mis-indexed, or corrupted in `str_substring`, `index_of`, `str_split`, and every PCRE2-backed regex function.

👇
GitHub - b-rodrigues/tlang
Contribute to b-rodrigues/tlang development by creating an account on GitHub.
github.com
August 12, 2026 at 7:25 AM
brodriguesco.bsky.social
None of these were caught by hand-written unit tests. They surfaced because property-based testing explores the input space far more thoroughly than a human ever will: and then hands you back a minimal, reproducible failing case instead of a wall of noise.

👇
GitHub - b-rodrigues/tlang
Contribute to b-rodrigues/tlang development by creating an account on GitHub.
github.com
August 12, 2026 at 7:25 AM
brodriguesco.bsky.social
All of this is now fixed in 0.55.0, alongside a long list of correctness improvements to joins, `drop_na`, `distinct`, `get`, pipeline dependency inference, and more.

Also `t fix`, which can now mechanically apply some of the suggested fixes from `t check`'s diagnostics.

👇
GitHub - b-rodrigues/tlang
Contribute to b-rodrigues/tlang development by creating an account on GitHub.
github.com
August 12, 2026 at 7:25 AM