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Saturday, 12 September 2026 Reading Room

Tech

Weekend Apple deals: AirPods 5, Pro 3, Apple Watch Series 12, AirTag 2, Studio Display, MacBook, more

It’s time for your 9to5Toys Lunch Break weekend edition to scope out all of this week’s best Apple deals. The all-new AirPods 5, Apple Watch Ultra 4, and Apple Watch Series 12 pre-orders are live, and we are already tracking some deals on them. We also also have a $50 price drop on AirPods Pro 3 as well as a return all-time lows on AirTag 2. Just be sure to scope out the ongoing M6 Mac mini…

9to5mac.com ·

Weekend Apple deals: AirPods 5, Pro 3, Apple Watch Series 12, AirTag 2, Studio Display, MacBook, more

We haven't written up this one. 9to5Mac has the full story — the link below goes straight to it.

Read the original at 9to5mac.com →

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Building a rate limiter, why even use Redis.

Well I failed a amazon OA because of a rate limiting question, So I have built this rate limiter from first principles and haven't followed any tutorial.

  • Using Redis for rate limiting avoids race conditions and millisecond collisions.
  • Redis combines hash map and skip list for fast lookups and efficient memory usage.
  • Traditional databases suffer from concurrency bugs, unlike Redis.

·dev.to

One Python Agent Core, Four Ways to Run It: Nova on Server, Web, TUI, and Desktop

Nova is an open-source personal AI agent runtime for developers. One Python core is available through terminal, web, desktop, and API, so you get a single local workspace for model providers, tools…

  • Nova is an open-source AI agent runtime with a single workspace.
  • It provides four interfaces: terminal, web, TUI, and desktop.
  • The agent core drives all four interfaces with consistent loop and storage.

·dev.to

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