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https://vibecolors.life/
1•tusharnaik•27s ago•0 comments

OpenAI is Broke and so is everyone else [video][10M]

https://www.youtube.com/watch?v=Y3N9qlPZBc0
1•Bender•49s ago•0 comments

We interfaced single-threaded C++ with multi-threaded Rust

https://antithesis.com/blog/2026/rust_cpp/
1•lukastyrychtr•2m ago•0 comments

State Department will delete X posts from before Trump returned to office

https://text.npr.org/nx-s1-5704785
2•derriz•2m ago•0 comments

AI Skills Marketplace

https://skly.ai
1•briannezhad•2m ago•1 comments

Show HN: A fast TUI for managing Azure Key Vault secrets written in Rust

https://github.com/jkoessle/akv-tui-rs
1•jkoessle•2m ago•0 comments

eInk UI Components in CSS

https://eink-components.dev/
1•edent•3m ago•0 comments

Discuss – Do AI agents deserve all the hype they are getting?

1•MicroWagie•6m ago•0 comments

ChatGPT is changing how we ask stupid questions

https://www.washingtonpost.com/technology/2026/02/06/stupid-questions-ai/
1•edward•7m ago•0 comments

Zig Package Manager Enhancements

https://ziglang.org/devlog/2026/#2026-02-06
2•jackhalford•8m ago•1 comments

Neutron Scans Reveal Hidden Water in Martian Meteorite

https://www.universetoday.com/articles/neutron-scans-reveal-hidden-water-in-famous-martian-meteorite
1•geox•9m ago•0 comments

Deepfaking Orson Welles's Mangled Masterpiece

https://www.newyorker.com/magazine/2026/02/09/deepfaking-orson-welless-mangled-masterpiece
1•fortran77•11m ago•1 comments

France's homegrown open source online office suite

https://github.com/suitenumerique
3•nar001•13m ago•1 comments

SpaceX Delays Mars Plans to Focus on Moon

https://www.wsj.com/science/space-astronomy/spacex-delays-mars-plans-to-focus-on-moon-66d5c542
1•BostonFern•13m ago•0 comments

Jeremy Wade's Mighty Rivers

https://www.youtube.com/playlist?list=PLyOro6vMGsP_xkW6FXxsaeHUkD5e-9AUa
1•saikatsg•13m ago•0 comments

Show HN: MCP App to play backgammon with your LLM

https://github.com/sam-mfb/backgammon-mcp
2•sam256•16m ago•0 comments

AI Command and Staff–Operational Evidence and Insights from Wargaming

https://www.militarystrategymagazine.com/article/ai-command-and-staff-operational-evidence-and-in...
1•tomwphillips•16m ago•0 comments

Show HN: CCBot – Control Claude Code from Telegram via tmux

https://github.com/six-ddc/ccbot
1•sixddc•17m ago•1 comments

Ask HN: Is the CoCo 3 the best 8 bit computer ever made?

2•amichail•19m ago•1 comments

Show HN: Convert your articles into videos in one click

https://vidinie.com/
3•kositheastro•22m ago•1 comments

Red Queen's Race

https://en.wikipedia.org/wiki/Red_Queen%27s_race
2•rzk•22m ago•0 comments

The Anthropic Hive Mind

https://steve-yegge.medium.com/the-anthropic-hive-mind-d01f768f3d7b
2•gozzoo•25m ago•0 comments

A Horrible Conclusion

https://addisoncrump.info/research/a-horrible-conclusion/
1•todsacerdoti•25m ago•0 comments

I spent $10k to automate my research at OpenAI with Codex

https://twitter.com/KarelDoostrlnck/status/2019477361557926281
2•tosh•26m ago•1 comments

From Zero to Hero: A Spring Boot Deep Dive

https://jcob-sikorski.github.io/me/
1•jjcob_sikorski•26m ago•0 comments

Show HN: Solving NP-Complete Structures via Information Noise Subtraction (P=NP)

https://zenodo.org/records/18395618
1•alemonti06•31m ago•1 comments

Cook New Emojis

https://emoji.supply/kitchen/
1•vasanthv•34m ago•0 comments

Show HN: LoKey Typer – A calm typing practice app with ambient soundscapes

https://mcp-tool-shop-org.github.io/LoKey-Typer/
1•mikeyfrilot•37m ago•0 comments

Long-Sought Proof Tames Some of Math's Unruliest Equations

https://www.quantamagazine.org/long-sought-proof-tames-some-of-maths-unruliest-equations-20260206/
1•asplake•38m ago•0 comments

Hacking the last Z80 computer – FOSDEM 2026 [video]

https://fosdem.org/2026/schedule/event/FEHLHY-hacking_the_last_z80_computer_ever_made/
2•michalpleban•38m ago•0 comments
Open in hackernews

Slack grew with an invite loop. Dropbox with a referral loop. But you'll fail

https://northstardispatch.substack.com/p/the-viral-loop-illusion
5•ayugarg567•6mo ago

Comments

ayugarg567•6mo ago
Slack got 15K DAUs in 6 months & had an internal invite loop. Dropbox grew 100K → 4M in 15 months via referral loops. But your product will fail with them.

We’ve all drooled over stories like GroupMe, which sold for $85M just 370 days after launch. But they leave out nuance and make viral loops sound like magical cheat codes. Plug one in & boom - hockey stick. That’s rarely how it works.

These stories are half-baked.

(For those who don’t know: A viral growth loop is like a flywheel. One user brings in more users → those users bring more → and so on.)

• The reason companies like Slack, Figma, etc., saw such massive success is that their viral loop was deeply embedded in how their product worked.

It came from their product’s native usage. You can’t use Slack without your team. You can’t collaborate on Figma alone. The loop was the UX. Every new user made the product more valuable.

That’s what made it viral, not the other way around.

• A viral growth loop analysis of TikTok, for example, will dig into its discovery algorithm, viral challenges, & how great the app is.

But if that analysis ignores the fact that ByteDance spent $1B on paid advertising to promote TikTok solely in the US in 2018, then it is incomplete.

Actual attribution is crucial for understanding the success of viral loops.

Most breakdowns do not account for the money spent on PR, ads, partnerships, conferences, and other linear growth channels that contribute to the viral loops.

• Acquiring new users through incentivizing your existing users is easy (people love free stuff), but retaining them is extremely hard.

A professional networking company, BranchOut, hit 14M MAUs in 5 months using incentives. Then it tanked to 2M - no clear value prop, users churned.

And since there's no PMF, you won’t be able to incentivize their users effectively.

• Not all growth is good growth. You don’t just want more users. You want the right ones. Loops should bring in qualified users who resemble your ICP. Otherwise, you’ll inflate signups, tank retention, and poison your funnel.

Say you built a tool & threw a $100 BTC referral. Now, college kids & hobbyists start flooding in for the reward.

Your signups spike, activation drops. And worst of all, your real users start getting lost in the clutter. You waste resources chasing growth that was never going to convert.

• Every channel decays. That’s the Law of Shitty Clickthroughs. No loop gives exponential growth forever.

The truth is: great companies treat every growth loop as a temporary advantage.

-- That’s why these loops worked for them.

Every loop that worked sat on top of a product that actually delivered. The loop just got people in, and the product made them stay.

It multiplies what’s already flowing; they don’t start the engine - they just spin the flywheel.

You can’t slap a viral loop onto a weak product & expect magic. If users don’t love it, no amount of invites, incentives, or clever loop design will save you.