Datamimic – don't let your coding agent invent its own test world
DATAMIMIC — Governed Test Data for Regulated Enterprises This repository contains the DATAMIMIC Community Edition (CE). CE is fully usable standalone for deterministic synthetic data generation and PII-aware pseudonymization. Start at AGENTS.md and use the project CLI: preserve new intent as model.dm.json, submit an early best attempt via datamimic scaffold ... --format json, repair from the structured issues, declare an expectation per stated requirement, and stop on verified=true.
- ▪DATAMIMIC — Governed Test Data for Regulated Enterprises This repository contains the DATAMIMIC Community Edition (CE).
- ▪CE is fully usable standalone for deterministic synthetic data generation and PII-aware pseudonymization.
- ▪Start at AGENTS.md and use the project CLI: preserve new intent as model.dm.json, submit an early best attempt via datamimic scaffold ... --format json, repair from the structured issues, declare an expectation per stated requirement, and s
Hacker News (Front Page) files mainly under programming. We currently carry 1,703 of its stories. Top-voted stories on Hacker News.
Story provenance
Source · retrieval · rights · ranking — open for full record
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Story provenance
Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.
Record
| Original publisher | GitHub |
| Canonical URL | https://github.com/rapiddweller/datamimic |
| Publication time | Wed, 16 Sep 2026 04:58:36 +0000 |
| Retrieval time | 2026-09-16T05:23:38.509Z |
| Last seen | 2026-09-16T05:23:38.509Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | KG7vHZFfulsI · 1 stories |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
DATAMIMIC — Governed Test Data for Regulated Enterprises This repository contains the DATAMIMIC Community Edition (CE). MIT-licensed, Python-native, MCP-ready. CE is fully usable standalone for deterministic synthetic data generation and PII-aware pseudonymization. The Enterprise Platform adds governed workflows, PII scanning, role-based access, audit logging, scheduling, multi-system execution, and the full operational layer that regulated enterprises require. 👉 Enterprise Platform: datamimic.io | 📘 Docs: docs.datamimic.io | 📅 Book a strategy call: datamimic.io/contact 🤖 AI agent? Start at AGENTS.md and use the project CLI: preserve new intent as model.dm.json, submit an early best attempt via datamimic scaffold ...
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Excerpt limited to ~120 words for fair-use compliance. The full article is at GitHub.