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In-Process Consistent Hash Load Balancing at a Million Requests per Second

https://engineering.zalando.com/posts/2026/06/client-side-load-balancing.html?v=2](https://engineering.zalando.com/posts/2026/06/client-side-load-balancing.html
2•cjbooms•1h ago

Comments

cjbooms•1h ago
Hi all. Blog author here, happy to take any questions you might have. It's a bit of a long one, but I put a lot of effort into the story arc and readability so it's (hopefully) an easy top to bottom read, that takes you on our journey. It covers some advanced distributed computing topics, such as replicating the exact same hash-ring as our existing load-balancer in the client application (JVM), what we implemented to fade-in new pods slowly so their caches get a chance to warm, and how we attempted to migrate to Availability Zone (AZ) Aware routing to save on AWS' inter-az transfer fees. Hope you enjoy it!
cjbooms•1h ago
Second attempt publishing this. I got caught by the bot filters last night so mods suggested I try again today.

AI's Trillion-Dollar Debt Binge Fuels Century-Old Private Market

https://www.bloomberg.com/news/articles/2026-07-01/ai-s-trillion-dollar-debt-binge-fuels-century-...
1•petethomas•52s ago•0 comments

Europe Is Hot as Hell. Why Doesn't It Want Air Conditioning?

https://www.wsj.com/world/europe/europe-heat-wave-temperatures-air-conditioning-b7fb110d
1•fortran77•1m ago•1 comments

Show HN: A Football Manager Game

https://over.football
1•zieg•1m ago•0 comments

Show HN: Voice-to-SQL – ask a database in plain English (LLM → SQL)

https://huggingface.co/spaces/Chupacharcos/voice-to-sql
1•Squalillo•2m ago•0 comments

Organise news around the story, not the post

https://hiddestokvis.nl/blog/organise-news-around-the-story-not-the-post/
1•hiddestokvis•2m ago•0 comments

Lab-Grown Retinal Cells Show Promise for New Eye Therapies

https://pratt.duke.edu/news/lab-grown-retinal-cells/
1•gmays•3m ago•0 comments

Meta considered buying Kalshi before developing its own prediction market app

https://www.npr.org/2026/06/30/nx-s1-5875468/meta-kalshi-prediction-market-acquisition-talks
3•cdrnsf•3m ago•0 comments

Google's new CAPTCHA asks users to wave hand at camera

https://cybernews.com/privacy/google-captcha-hand-gesture-camera-privacy-fears/
1•cma•4m ago•0 comments

Japan Launches H3 Rocket

https://www.japantimes.co.jp/news/2026/06/12/japan/science-health/japan-h3-rocket-launch/
3•mushstory•6m ago•0 comments

The TikTok AI Slop Report

https://www.kapwing.com/resources/the-tiktok-ai-slop-report/
2•antondd•7m ago•0 comments

Where AI Agents Belong in Data Engineering: The Correctness Layer

https://www.altimate.ai/blog/where-ai-agents-belong-in-data-engineering-the-correctness-layer/
2•zazuke•8m ago•0 comments

Atrophy in preclinical Alzheimer's disease predicts longitudinal decline

https://www.nature.com/articles/s41380-026-03706-0
1•bookofjoe•8m ago•0 comments

Designing DB partitions you don't have to babysit

https://explainanalyze.com/p/designing-partitioning-you-dont-have-to-babysit/
3•rtolkachev•10m ago•0 comments

Rethinking Databases for Humans and AI Agents

https://marcobambini.substack.com/p/rethinking-databases-for-humans-and
2•marcobambini•11m ago•0 comments

Internal Combustion Engine

https://ciechanow.ski/internal-combustion-engine/
1•StefanBatory•11m ago•0 comments

Pollux – a natively vector quantized LLM with 0.76 bits per parameter

https://github.com/alavicka/pollux
1•pollux_llm•11m ago•0 comments

Show HN: Ox – an AI agent that catches tech debt before it's committed

1•riggo•11m ago•0 comments

Upcoming access restrictions to public API endpoints and UI views

https://github.blog/changelog/2026-06-30-upcoming-access-restrictions-to-public-api-endpoints-and...
1•petercooper•12m ago•0 comments

Why mocking Azure 429s gives you false confidence about your retry logic

https://topaz.thecloudtheory.com/blog/chaos-engineering-local-azure-fault-injection/
1•kamilmrzyglod•12m ago•0 comments

Rapid spread of AI may worsen global inequality, UN warns

https://www.theguardian.com/technology/2026/jul/01/un-report-ai-inequality
3•andsoitis•13m ago•0 comments

Show HN: Grammar-to-marser, input a PEG/Pest grammar and get a full rust parser

https://grammar-to-marser.arnedebo.com/
3•ArneCode•14m ago•0 comments

Show HN: Infini-News – 1.36B news articles from Common Crawl, queryable in ms

https://cs2.uni-graz.at/blog/infini-news/
4•ruggsea•14m ago•1 comments

California Is Chasing Wealth That Has Feet

https://progressandpoverty.substack.com/p/california-is-chasing-wealth-that
1•surprisetalk•15m ago•0 comments

Why expertise makes you solve the wrong problem

https://www.thesignalist.io/s/the-cost-of-knowing/
2•kodesko•15m ago•0 comments

Show HN: Yogile – Photo sharing without accounts

https://www.yogile.com
1•tekkertje•16m ago•0 comments

An interactive museum about courage

https://couragemuseum.org/
2•mooreds•17m ago•0 comments

Meta Is Building a Cloud Business to Sell Excess AI Compute

https://www.bloomberg.com/news/articles/2026-07-01/meta-is-building-a-cloud-business-to-sell-exce...
2•jmsflknr•18m ago•1 comments

Understanding Signing Key Configurations and Shadow Keys in FusionAuth JWTs

https://fusionauth.io/community/forum/topic/2968/understanding-signing-key-configurations-and-sha...
1•mooreds•18m ago•0 comments

Canada Officially Joins Eurovision

https://variety.com/2026/tv/global/canada-joins-eurovision-song-contest-1236791260/
3•bhouston•19m ago•0 comments

Nobody Cares About the Code in the Box

https://www.codenaked.com/code-in-the-box
1•code_naked•20m ago•0 comments