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A small build with a way to check it

A research brief with receipts

Collect two pinned release records into a compact evidence brief. Preserve the release URL and source excerpt before anyone writes a summary.

Actual upstream run5–10 min setup estimateEvidence: 2026-10-19

What goes in. What comes out.

Input
Two pinned releases: Docling 2.140.0 and vLLM 0.32.0.
Output
A JSON brief with project, version, publication date, original URL and bounded evidence excerpt.
You need
Python and internet access. Standard library only; public GitHub rate limits apply.

Build it

  1. Download build.py into an empty working folder.
  2. Run the research command. It reads the two fixed, public release endpoints.
  3. Follow each sourceUrl and compare the version and excerpt before using the brief.
Download the runnable Python script ↗
python build.py research --output result.json

Run scripts only after reading them. Use an isolated environment. These examples do not install models, send mail or change business records.

Check the result

  • Wrong project or version stops the run.
  • No source-less claim or AI-written summary is added.
  • Network errors stop the run without writing a successful result.
Inspect the actual captured output →