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Apple TV is hitting its stride

Since its inception, Apple TV, née Apple TV Plus, has built a reputation on quality over quantity. It has far fewer shows and movies than the likes of Netflix or Disney Plus, but generally speaking, the projects it does put out are quite good. It's a strategy that has brought comparisons to the HBO of […]

2026-07-03 原文 →
AI 资讯

Mystery box shows are complicated for everyone — even the actors

Silo is such a complicated show that even its showrunner gets confused sometimes. While filming the final seasons of the Apple TV sci-fi thriller, Graham Yost remembers two instances where he messed up details: once it was an actor who realized that a conversation they were about to shoot should've already taken place, the other […]

2026-07-02 原文 →
AI 资讯

Comcast’s split could make or break Peacock

NBCUniversal executives are about to find out whether Peacock will sink or swim in the streaming industry. Now that Comcast is planning to split NBCUniversal, Peacock, and Sky from its broadband and wireless businesses, Peacock will be forced to stand on its own - without the backing of a combined company that pulled in more […]

2026-07-01 原文 →
AI 资讯

Comcast is splitting in two

Comcast has announced plans to separate itself into two publicly traded companies, spinning off its NBCUniversal and Sky broadcasting arms. The shake up aims to protect the media conglomerate's profitable broadband and wireless brand, which will retain the "Comcast" company name, as its media and entertainment business - now collectively named "NBCUniversal" - faces increasing […]

2026-06-29 原文 →
AI 资讯

Kafka Partitioning Strategies: How to Get It Right Before It Costs You

Most engineers don't think seriously about Kafka partitioning until something breaks in production. A topic that worked fine at low volume starts falling behind. Events that should be in order aren't. All of it traces back to a partitioning decision that was made quickly and never revisited. Why Partitioning Actually Matters Partitions are the unit of parallelism in Kafka. Every consumer in a group is assigned one or more partitions, and it processes those partitions alone. No two consumers in the same group share a partition. That means your partition count sets a hard ceiling on how many consumers can work in parallel: if you have 6 partitions, the 7th consumer in your group sits idle no matter how much load you're under. Partitioning also controls ordering. Within a single partition, events are strictly ordered. Across partitions, there are no guarantees. So how you distribute events across partitions determines what ordering guarantees your consumers can actually rely on. Get this wrong and you'll spend a long time debugging why events from the same user are being processed out of sequence. The partition key controls both of these things. It determines which partition an event lands in, and that decision has consequences that are expensive to reverse. Partitioning Strategies Partition by Key This is the most common strategy and the right default when ordering matters. You supply a key when producing an event, Kafka hashes it using the murmur2 algorithm, and takes the modulo against the partition count to decide where it lands. producer . send ( ' orders ' , key = b ' user_4821 ' , value = event ) Every event with the same key always lands in the same partition. That's what guarantees ordering within a key. All events for user_4821 go to partition 3 (or wherever the hash resolves), and your consumer reads them in the exact sequence they were produced. I default to this for almost everything I build now and only go keyless when I have a specific reason to. Use key

2026-06-28 原文 →
产品设计

Ad-free streaming is a luxury now

This is The Stepback, a weekly newsletter breaking down one essential story from the tech world. For more news about the streaming industry, follow Emma Roth. The Stepback arrives in our subscribers' inboxes at 8AM ET. Opt in for The Stepback here. How it started Streaming was once a reprieve from cable. Not only could […]

2026-06-28 原文 →
产品设计

This might be the new best smart speaker

Hi, friends! Welcome to Installer No. 134, your guide to the best and Verge-iest stuff in the world. (If you're new here, welcome, hope you're okay in all this heat, and also you can read all the old editions at the Installer homepage.) This week, I've been reading about Polymarket lies and Jalen Brunson and […]

2026-06-27 原文 →