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How do you prevent PII from leaking into test fixtures and staging datasets?

https://github.com/certifieddata/pii-scan
1•dk970•1h ago

Comments

dk970•1h ago
We've been bitten by this a few times — real email addresses ending up in CSV test fixtures that got committed to repos. Curious how data engineering teams actually handle this in practice. Do you gate on it in CI? Manual review? Just trust the process? We built a small local CLI scanner for this — deterministic pattern matching, no network calls, exits non-zero on HIGH risk findings so you can block PRs. Happy to share if useful but mostly curious what others are doing.

Show HN: Clify – generate a CLI from any API docs, use it as agent tooling

https://github.com/derrickko/clify
1•dko•1m ago•0 comments

I made a Claude skill that refuses to write code for you

https://github.com/Tech-Matt/claude-mentor-skill
1•Tech-Matt•8m ago•0 comments

Astronautas da Artemis II levaram mensagem espiritual à órbita lunar

https://spacenewshub.substack.com/p/astronautas-da-artemis-ii-levaram
1•baldaci•12m ago•0 comments

Ex-Meta worker investigated for downloading 30k private Facebook photos

https://www.bbc.com/news/articles/cvg049xz1ygo
2•1659447091•15m ago•0 comments

MCP has 97M installs. It's also an open door into every dev environment

https://rawtext.io/tools/97-million-installs-zero-questions/
1•just_a_watcher•16m ago•0 comments

New York Times Got Played by a Telehealth Scam and Called It the Future of AI

https://www.techdirt.com/2026/04/07/the-new-york-times-got-played-by-a-telehealth-scam-and-called...
1•hn_acker•17m ago•2 comments

Ralph for Beginners

https://blog.engora.com/2026/04/ralph-for-beginners.html
2•Vermin2000•18m ago•1 comments

The Tailwind in "Strong" 2025 Returns: A Weaker Dollar

https://nicolaswalker.com/experiments/base
2•nickwalker•19m ago•0 comments

Show HN: No AI tool could annotate my files and cite text accurately

https://old.reddit.com/r/LLMDevs/comments/1sbusn8/new_pdfviewer_notes_panel_search_downloader_tool/
1•ieuanking•19m ago•0 comments

RIP (finally) to the blockchain hype (2025)

https://www.cio.com/article/3838169/rip-finally-to-the-blockchain-hype.html
3•bariumbitmap•20m ago•0 comments

Experts rank nature's most painful stings

https://www.bbc.com/future/article/20260406-whats-the-most-painful-sting-in-the-world
1•1659447091•21m ago•0 comments

A Close Look at Security Envelope Patterns

https://www.inconspicuous.info/p/a-close-look-at-security-envelopes
1•adamfuhrer•21m ago•0 comments

Show HN: A Zod alternative with runtime schema introspection

https://docs.cleverbrush.com
1•andrew_zol•23m ago•0 comments

Tool to Export X Bookmarks (Free) & Categorize Them

1•xarchive•24m ago•0 comments

Some Rays of Sunshine Pass Through the Human Body

https://lightdoctormartinmooreede.substack.com/p/some-rays-of-sunshine-pass-through
1•bilsbie•25m ago•0 comments

Show HN: Pitlane — Open platform that takes AI agents from prompt to production

https://www.getpitlane.com
1•Gsollet1•26m ago•0 comments

DeepMind's paper on p0wning Claws and what we learned

https://suthakamal.substack.com/p/your-claw-has-a-backdoor
2•suthakamal•28m ago•0 comments

Show HN: Imaysellit – Buyers make offers, not fixed prices

https://imaysellit.com/
2•imaysellit•28m ago•0 comments

Bipartisan calls to remove Trump from office grow over Iranian 'genocide' threat

https://www.yahoo.com/news/articles/bipartisan-calls-remove-trump-office-180848465.html
11•MilnerRoute•30m ago•1 comments

Is your app idea worth building?

https://www.build-check.com/
4•germerlo•30m ago•0 comments

"I got an email from Mythos Preview while eating a sandwich in a park."

https://twitter.com/i/status/2041584808514744742
1•blinding-streak•30m ago•1 comments

A DNA Archive Built to Identify Missing Migrants Has Vanished

https://undark.org/2026/04/07/missing-migrants-dna-database/
2•EA-3167•31m ago•0 comments

Genetic architecture of sleep in a GWAS of wearable-measured sleep traits

https://www.nature.com/articles/s41467-026-71252-y
1•brandonb•33m ago•0 comments

Neglect of the modern Invoice

https://www.withsahel.com/blog/own-your-invoicing-value-communication
2•iajiboye•33m ago•1 comments

Hollywood in the 60s and the Good AI Future

https://opcraft.co/writing/2026/04/getting-the-good-ai-future/
2•velcrovan•35m ago•1 comments

Japan Needs More Oil and Gas. US Drillers Need Capital. Why Aren't They Meeting?

https://www.governance.fyi/p/japan-and-east-asia-investing-more
3•bigbobbeeper•40m ago•0 comments

Free models you can use with your OpenClaw (no credit card needed)

2•stosssik•40m ago•0 comments

Query and manage Marketplace databases from the dashboard

https://vercel.com/changelog/query-and-manage-marketplace-databases-from-the-dashboard
1•stosssik•41m ago•0 comments

The Biggest Oil Disruption in History Is Accelerating the Energy Transition

https://oilprice.com/Energy/Energy-General/The-Biggest-Oil-Disruption-in-History-Is-Accelerating-...
2•toomuchtodo•41m ago•0 comments

Claude Is Dead

https://www.javiertordable.com/claude-is-dead/
3•tordable•42m ago•2 comments