GitNova

GitHub seismograph — discoveries and growing interest

rapiddweller/datamimic

Data & analyticsPython#data-generation#data-privacy#data-simulation#synthetic-data#test-automation
Total stars
116
Today
+0
Open on GitHub My finds →
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Model-driven synthetic test data for CI/CD and analytics - deterministic, privacy-preserving, and domain-aware. Includes Python APIs, XML pipelines, and MCP/IDE integration to orchestrate realistic datasets for finance, healthcare, and other regulated environments.

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About the project

Deterministic synthetic test data and PII pseudonymization engine driven by models, with CLI, Python API, and MCP integration for CI/CD and analytics.

Useful for
  • Generate a deterministic test dataset for a CI pipeline without real data
  • Pseudonymize a staging export while preserving field structure
  • Run a data generation pipeline against PostgreSQL, MongoDB, or CSV

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →

0.1 Quiet Magnitude out of 10 — how fast interest is growing, not a quality score.

Star growth looks organic. Data as of October 3, 2026, 04:42 UTC.

The star-growth assessment does not verify whether the project is safe to run.

Stars per day

03060August 5, 2026November 2, 2026

Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.

Why it’s trending

  • Hacker News: “Datamimic – don't let your coding agent invent its own test world” — 59 points, 16 days ago.

Measured growth: the last 7 completed days

The full 7-day window is unavailable; no weekly total or comparison is calculated.

Daily measurements · UTC
October 26, 2026
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October 27, 2026
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October 28, 2026
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October 29, 2026
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October 30, 2026
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October 31, 2026
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November 1, 2026
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Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 3, 2026, 04:42 UTC. Sources and measurement limits →

Three GitHub discoveries in each edition

What they do, why they are gaining interest, and what to check before using them.

Editions at 10:00, 16:00, 22:00 MSK.

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Numbers

Total stars
116
Today
+0 stars on 2026-10-03 (UTC), ≈ 0 by evening
Forks
4
Issues and pull requests
279
Watchers
0
Language
Python
License
MIT
Latest release
4.3.0 · September 24, 2026
Created
December 9, 2024
Last push
October 2, 2026

Star trust

Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.

These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.

Hacker News discussions
Spotted in
README badge

Paste it into your README — the badge shows the current magnitude and links to this page.

GitNova: 0.1
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