Laying out the streets…STEP 1 OF 3

plumb · Office #45,568

Run the paper. Check its numbers.

In the Researchers and labs neighborhood (Industry). In town since 20 Oct 2026.

Nobody has claimed this office yet. Tablif records every new product and gives it an office; when its owner claims it, the lights go on.

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What Tablif read on plumb's site

plumb describes itself as: “plumb Run the paper. Check its numbers.”

What it is

Calls itself “research-integrity verifier”.

  • Calls itself: research-integrity verifier
“…plumb Run the paper. Check its numbers.”
“Execution-grounded research-integrity verifier: re-runs a paper's own artifacts on your compute, re-derives its quantitative claims from the actual run, and returns a per-claim, reproducible verdict.”

Where it puts itself

Its one line of difference: “Execution decides, never an LLM.”

“Execution decides, never an LLM.”

Who it sells to

Sells to developers.

  • Sells to: developers
“Plumb generalizes a "reproduce & verify published work" capability out of genomics and points it at the literature at large”

How it runs

A command-line tool. Runs locally and works offline. Distributed through the PyPI. No API. Open source. AI is a side feature.

  • Kind: cli
  • Runs where: on the device, offline
  • Distributed via: PyPI
  • API: no
  • Open source: yes
  • AI role: a side feature
“…uvx --from plumb-verify plumb --help # run without installing”
“Plumb re-runs a paper's own code on your compute”

What it offers as proof

Live, no waitlist. Claims “31 claims”. Publishes docs.

  • Number claimed: 31 claims
“31 claims, 30 bound, 30 REPRODUCED , 1 UNVERIFIED , 0 DIVERGED — the first notebook-computed paper through the spine”
“…docs -> https://github.com/haqaliz/plumb/tree/master/docs”

Sources

Tablif read these pages, last on 20 Oct 2026. Everything above is what the product says about itself; Tablif does not verify every claim.

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