ContentPosts from @mshors2852..
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@faun shared a link, 4 weeks, 2 days ago

Build the highest resilience apps with multi-Region strong consistency in Amazon DynamoDB global tables

Amazon DynamoDBjust rolled out a nifty trick: multi-Region strong consistency. It's tailor-made for zero RPO junkies. Even during those pesky Region meltdowns, your data stays fresh as a daisy. Take your pick—go grand with three full replicas or skimp on cash with two replicas and a witness...

Build the highest resilience apps with multi-Region strong consistency in Amazon DynamoDB global tables
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@faun shared a link, 4 weeks, 2 days ago

Data center costs surge up to 18% as enterprises face two-year capacity drought

Data center prices are through the roof, particularly in spots likeNorthern Virginia and Amsterdam. Vacancies languish at a scant1.9%. Blame it on AI's ravenous demand. Hyperscalers and AI outfits are feasting on capacity, crafting an "artificial scarcity" that echoes the real estate scene. Some fol..

Data center costs surge up to 18% as enterprises face two-year capacity drought
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@faun shared a link, 4 weeks, 2 days ago

Inside Netflix’s Title Launch Observability System: Validating Title Availability at Global Scale

Netflix's Title Launch Observabilityshifts focus from just keeping systems ticking over to actually catching the stuff that viewers care about. It sniffs out those pesky glitches before anything hits the screen. A nifty "time travel" feature allows engineers to peek into the future UI, playing time ..

Inside Netflix’s Title Launch Observability System: Validating Title Availability at Global Scale
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@faun shared a link, 4 weeks, 2 days ago

Hidden Complexities of Distributed SQL

Distributed SQL engines shine when it comes to wrangling scattered data. Their secret weapons?Push-down filtersandTopNtricks that slash data transfer and shrink processing time. They deftly juggle complex queries from multiple sources, without the whole data mess piling up. Even the humdinger of ope..

Hidden Complexities of Distributed SQL
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@faun shared a link, 4 weeks, 2 days ago

Understanding Time Series Databases

Time series databasesoptimize storage, retrieval, and analysis of time-stamped data, offering high-speed ingestion and specialized analytics. TSDBs are designed for efficiency and scalability, outperforming traditional databases in time-centric applications...

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@faun shared a link, 4 weeks, 2 days ago

Local Chatbot RAG with FreeBSD Knowledge

Deepseek-r1crushes it for FreeBSD chatbots running locally on hefty GPUs. It dishes out adjustable precision, but don’t expect rubber-stamped approval...

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@faun shared a link, 4 weeks, 2 days ago

New Amazon EC2 P6e-GB200 UltraServers accelerated by NVIDIA Grace Blackwell GPUs for the highest AI performance

Amazon EC2 P6e-GB200 UltraServersroar to life withNVIDIA Grace Blackwell. Imagine a beast with360 petaflopsof FP8 compute and13.4 TBof high-bandwidth memory. Hungry for speed? They deliver, with28.8 TbpsEFAv4 networking, ensuring lightning-fast data flow. And the GPUs chat like old friends, thanks t..

New Amazon EC2 P6e-GB200 UltraServers accelerated by NVIDIA Grace Blackwell GPUs for the highest AI performance
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@faun shared a link, 4 weeks, 2 days ago

Why Policy as Code is a Game Changer for Platform Engineers

Policy as Code (PaC) isn't just another tech trend. It’s shaking up platform engineering. Get instant feedback, dodge production disasters, and automate compliance. It’s like a security blanket for self-service platforms. Enforcing those"golden paths"might actually keep things safe while innovation ..

Why Policy as Code is a Game Changer for Platform Engineers
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@faun shared a link, 4 weeks, 2 days ago

Netflix Tudum Architecture: from CQRS with Kafka to CQRS with RAW Hollow

RAW Hollow, Netflix's brainy in-memory database, torches Tudum's update lag by jamming full datasets right into app memory. This move guaranteesO(1)access time and rock-solidread-after-writeconsistency while flexing to juggle a whopping100 millionrecords...

Netflix Tudum Architecture: from CQRS with Kafka to CQRS with RAW Hollow
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@faun shared a link, 4 weeks, 2 days ago

How to Reduce Technical Debt With Artificial Intelligence (AI)

Technical debt from outdated software slows down businesses, costingover $2.4 trillion annually in the U.S. Using AI in SaaS can smartly reduce debt, but beware AI-induced debt by implementing rigorous oversight and governance principles likeT.R.U.S.T. Responsible AI integration enhances SaaS scalab..