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Ask HN: Experiences of Working in Big Data

1•theginger•1h ago
About 2 years ago I move from web/saas startups to a very large data company. It's been an unusual experience. I work in some cases with some very intelligent and qualified people, but somehow they don't seem to do a great job. My main observation is that people tackle problems head on, rather then let the technology guide them. Golden paths is a topic occasionally discussed, but I feel like no one I work with has really ever really experienced the benefits of following a golden path so has no ability to recognise when they are or are not following one. To me it feels like a bit of a self reinforcing problem across the industry. People are going to do their own things anyway, so those behind the tools don't focus on best practices and developer experience, so the golden paths aren't very golden so there is less incentive to follow them. I am wondering how much of this is down to working in a big org vs working in big data, or maybe the 2 things are tightly intertwined.

GhostLock, a stack-UAF that has existed in ALL Linux distributions for 15 years

https://nebusec.ai/research/ionstack-part-2/
2•djfergus•1m ago•0 comments

Apple Sues OpenAI

https://www.bloomberg.com/news/articles/2026-07-10/apple-sues-openai-for-trade-secret-theft-in-bl...
1•allending•1m ago•0 comments

Two Database Migrations and a Divorce

https://usefathom.com/blog/two-database-migrations-and-a-divorce
2•JsonCameron•3m ago•0 comments

Migrating a production AI agent to GPT 5.6

https://ploy.ai/blog/migrating-a-production-ai-agent-to-gpt-5-6
1•brryant•3m ago•0 comments

Staying in the Game

https://toni.org/2026/07/10/staying-in-the-game/
1•joshbetz•4m ago•0 comments

Apple sues OpenAI, two former employees for trade secrets theft

https://www.reuters.com/legal/litigation/apple-sues-openai-alleging-misappropriation-trade-secret...
4•coloneltcb•4m ago•0 comments

Outcry as Meta lets users make AI images from public Instagram profile pics

https://www.bbc.com/news/articles/cp9lee19y1yo
2•doener•5m ago•1 comments

Building intuition about LLM parameter counts

https://www.gilesthomas.com/2026/07/llm-parameter-counts
1•gpjt•7m ago•0 comments

Coder_eval – an evaluation framework for CLI and Skill builders

https://github.com/UiPath/coder_eval
1•aoetalks•7m ago•0 comments

Ask HN: What data have the frontier AI companies not ingested yet?

1•lysace•8m ago•0 comments

Apple Sues OpenAI, Alleging It Stole Trade Secrets

https://www.wsj.com/tech/apple-openai-lawsuit-f86bd58c
7•m348e912•8m ago•1 comments

Apple sues OpenAI alleging trade secret theft, says scheme was 'at every level'

https://www.cnbc.com/2026/07/10/apple-openai-lawsuit-trade-secrets.html
6•nope96•8m ago•0 comments

What Is Stopping MOFs Being More Widely Used?

https://www.ccdc.cam.ac.uk/discover/blog/what-is-stopping-mofs-being-more-widely-used/
1•giardini•9m ago•1 comments

LingBot-World 2.0

https://github.com/Robbyant/lingbot-world-v2l-2026-07-10/
1•_____k•10m ago•0 comments

Book Review: The Book of Abraha

https://www.astralcodexten.com/p/your-book-review-the-book-of-abraham
1•paulpauper•10m ago•0 comments

Eight of the Nation's Top Last Names Stayed the Same Since 1790

https://www.census.gov/library/stories/2026/04/2020-census-names-data.html
2•paulpauper•12m ago•0 comments

Maura Gillison, Who Transformed the Treatment of Mouth and Throat Cancers, Died

https://www.wsj.com/health/healthcare/maura-gillison-cancer-research-dies-f89b6c90
1•kamaraju•13m ago•0 comments

DOI Restores Clear ESA Enforcement by Rescinding Misguided "Harm" Definition

https://www.doi.gov/pressreleases/department-interior-restores-clear-esa-enforcement-rescinding-m...
2•petethomas•14m ago•1 comments

Software Engineer's Firing Ruled Illegal in a Rare Win for a Tech Worker

https://www.nytimes.com/2026/07/10/business/atlassian-tech-worker-wrongful-termination.html
2•ytpete•14m ago•1 comments

My Jewish Culture

https://american-innocence.com/p/my-jewish-culture
1•paulpauper•15m ago•0 comments

Crawlie Cloud: monitoring for your marketing sites SEO and GEO (+ MCP server)

https://crawlie.dev/
1•seandotexe•19m ago•1 comments

Skillgrade: "Unit tests" for your agent skills

https://github.com/mgechev/skillgrade
1•handfuloflight•19m ago•0 comments

AI Fiction Is Easy to Detect Because It's Stupid and Bad, Research Finds

https://www.404media.co/ai-fiction-is-easy-to-detect-because-its-stupid-and-bad-research-finds/
2•cdrnsf•19m ago•0 comments

The Frank Zappa Interview That Still Feels [?] Today (1984) [video]

https://www.youtube.com/watch?v=PUJ9aFS2GbA
1•mdp2021•19m ago•1 comments

Clojure FFI layer for libgdx-core

https://github.com/damn/com.badlogic.gdx/tree/main
1•resatori•21m ago•0 comments

All you never wanted to know about corporate bond market issuance

https://www.ft.com/content/47a66129-548e-45c6-8855-0691616e92da
1•JumpCrisscross•25m ago•0 comments

Package Management as Org Chart

https://nesbitt.io/2026/07/10/package-management-as-org-chart.html
1•zaik•25m ago•0 comments

AI developers are buying up old books in Germany in large numbers

https://logos-pres.md/en/news/ai-developers-are-buying-up-old-books-in-germany-in-large-numbers/
1•koeploade•25m ago•0 comments

iPod: No wireless. Less space than a nomad. Lame. (2001)

https://slashdot.org/story/01/10/23/1816257/apple-releases-ipod
1•simonebrunozzi•26m ago•0 comments

Show HN: Spacemap.co – A 3D, real-time, real-scale map of the solar system

https://spacemap.co/b/399/Earth
1•juliie•27m ago•0 comments