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Apache Iceberg Is Brilliant (and Your 12-Person Startup Doesn't Need It)

https://medium.com/fika-ventures/ducklake-why-early-stage-startups-should-stop-cosplaying-as-netflix-a5484cf320cd
2•emmawirt•2h ago

Comments

waldopat•1h ago
Here's a founder/product perspective. This maps well to the skateboard => scooter => bicycle => motorcycle => rocket ship product metaphor that's often used. Each phase teaches different design patterns, constraints, and failure (and success) modes for different inflection points of a startup's journey.

But here's the reality. What got you technically to PMF may hold you back from your Series A and next steps. Technical debt is just the natural cost of growth, but (here's the kicker) optimizing tech stacks too early can lead to slower execution time. Most startups never reach exponential scale anyways. Put another way, starting with "rocket ship" does not immune the startup from rewrites, refactoring or throw away code.

The real systems and management challenge is building architectures that are intentionally temporary or modular. Simple enough that throwing them away later isn’t traumatic and rebuilds aren’t a sign of failure but success.

emmawirt•1h ago
yeah I really love the 'intentionally temporary' framing, that's actually a way better way to articulate what was I was getting at than how I wrote it. The trauma of throwing things away is real, I see it constantly in DD. People treat migration like an admission of failure when it's usually the opposite, you outgrew something, which is a good problem to have.
Someone•1h ago
FTA: The design assumes S3 eventual consistency is your enemy

S3 has done better than that since December 2020. https://aws.amazon.com/blogs/aws/amazon-s3-update-strong-rea...:

“Effective immediately, all S3 GET, PUT, and LIST operations, as well as operations that change object tags, ACLs, or metadata, are now strongly consistent. What you write is what you will read, and the results of a LIST will be an accurate reflection of what’s in the bucket. This applies to all existing and new S3 objects, works in all regions, and is available to you at no extra charge! There’s no impact on performance, you can update an object hundreds of times per second if you’d like, and there are no global dependencies”

emmawirt•1h ago
yeah you're totally right, good catch. S3 has been strongly consistent since 2020. That weakens the specific framing but the broader point about Iceberg's design assumptions still holds: the architecture was built for a world of eventual consistency and massive concurrent writes, and a lot of that complexity doesn't disappear just because S3 improved. But I should have been more precise there, appreciate the correction.

The smallest insects evolve anucleate neurons [pdf]

https://gbragafibra.github.io/papers/Polilov2012_wasp_neurons.pdf
1•Fibra•2m ago•0 comments

Scrap Labs – Metal 3D Printer

https://www.scraplabs3d.com/
1•cgg1•3m ago•0 comments

Collio is Live – your co-worker is here

https://collio.chat/
1•serin-ai•3m ago•1 comments

Patch Tuesday, February 2026 Edition

https://krebsonsecurity.com/2026/02/patch-tuesday-february-2026-edition/
1•todsacerdoti•3m ago•0 comments

Ask HN: What makes early-stage AI accelerators useful (and what doesn't)?

1•rdi_berkeley•4m ago•0 comments

Instantspaces – Remove space switching animation on macOS

https://github.com/flawnn/instantspaces
1•flawn•5m ago•0 comments

Go 1.26 Introduces Two Language Changes, New Performance Improvements

https://www.phoronix.com/news/Go-1.26-Released
1•mikece•7m ago•0 comments

Waku: The Minimal React Framework Reaches Alpha

https://www.infoq.com/news/2026/02/waku-react-framework/
1•mikece•8m ago•0 comments

The Singularity Is Always Near

https://kevinkelly.substack.com/p/the-singularity-is-always-near
1•lbrito•10m ago•0 comments

Discord clarifies approach to age assurance

https://discord.com/safety/how-discord-is-building-safer-experiences-for-teens
1•dm•10m ago•0 comments

Hacker News Alternative Where People Are Positive About AI

4•dunk010•10m ago•5 comments

Show HN: Berkeley Xcelerator – early-stage AI and agentic AI accelerator

https://rdi.berkeley.edu/xcelerator
1•rdi_berkeley•11m ago•0 comments

5-century tree-ring record reveals intensification of West Mediterranean storms

https://cp.copernicus.org/articles/21/2205/2025/
1•PaulHoule•12m ago•0 comments

Russia Further Restricts Telegram, Escalating Internet Clampdown

https://www.nytimes.com/2026/02/10/world/europe/telegram-throttled-internet-russia.html
1•jbegley•12m ago•0 comments

Private RAG and marketplace to sell your knowledge to AI agents

https://ragora.app
1•mregmi405•15m ago•1 comments

Debugging random slow writes with GIN indexes in PostgreSQL

https://iamsafts.com/posts/postgres-gin-performance/
1•fanf2•18m ago•0 comments

FOSDEM 2026: RISC-V Hardware Is Here. What About Software? [video]

https://fosdem.org/2026/schedule/event/983NCX-what-about-riscv-software/
1•pjmlp•20m ago•0 comments

The Future of the Global Open-Source AI Ecosystem: From DeepSeek to AI+

https://huggingface.co/blog/huggingface/one-year-since-the-deepseek-moment-blog-3
2•mariuz•20m ago•0 comments

Ask HN: What useful knowledge do you have that LLMs don't?

1•toephu2•20m ago•1 comments

Show HN: Give your OpenClaw agent a serverless back end

2•knutmartin•23m ago•0 comments

10xBench – one-shot coding in Astro, React and Tailwind

https://10xbench.ai/
1•psmyrdek•26m ago•1 comments

Chasing Satellites with My Geodesic Dome [video]

https://www.youtube.com/watch?v=_NwdWkWjH_c
1•emsign•27m ago•0 comments

Lamp Rubbers

https://www.thoughtmerchants.com/opinion/lamp-rubbers
1•deltamidway•27m ago•0 comments

Humanity's Last Programming Language

https://xeiaso.net/blog/2026/markdownlang/
3•jhvkjhk•29m ago•0 comments

An Innocuous Blog Post about vPMU in QEMU

https://vulpinecitrus.info/blog/qemu-vpmu-heterogenous-cpu/
1•mmozeiko•30m ago•0 comments

The Linux Load Average

https://logical.li/blog/load-average/
2•herTTTz•31m ago•0 comments

US embassy in London denies visas to executives over minor offences

https://www.ft.com/content/a38dd4ce-08ce-48d8-b112-47167e4a703c
3•samaysharma•32m ago•2 comments

Adventures in Neural Rendering

https://interplayoflight.wordpress.com/2026/02/10/adventures-in-neural-rendering/
1•ingve•34m ago•0 comments

Localstack will require an account to use starting in March 2026

https://blog.localstack.cloud/the-road-ahead-for-localstack/
3•theHound•34m ago•0 comments

It's Over. The iPad Won

https://www.macworld.com/article/3056614/the-ipad-wins.html
3•tosh•34m ago•1 comments