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@faun shared a link, 4 weeks ago

Lessons from scaling PostgreSQL queues to 100K events

PostgreSQLjuggles 100,000 events per second. Just needs some index wizardry and query twerking. The problem? Table bloat and Write Amplification. Gross. Enter the mightyCOPY—it bulldozes through bulk data, politely ignoring the usualInsertdrag. And those recursiveCTEs? They pull off loose index scan..

Lessons from scaling PostgreSQL queues to 100K events
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@faun shared a link, 4 weeks ago

Parsing 1 Billion Rows in Bun/Typescript Under 10 Seconds

Buntries to swallow files over 4GB and promptly chokes. The culprit? ItsBuffercaps out at 4GB. The fix? Slice files into chunks under 4GB but keep the buffer lean, no more than 128KB, to keep things zippy. Pull out the big guns—workers. This move fires up all CPU cores, slashing processing time from..

Parsing 1 Billion Rows in Bun/Typescript Under 10 Seconds
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@faun shared a link, 4 weeks ago

Scalability is not performance

Boostingscalabilityin distributed systems isn't just a mad dash for speed. It's about morphing resources to tackle shifting demand. Nail scalability, and you balance infrastructure costs with job handling efficiency, all while juggling resource utilization at a sweet spot around 0.5. Crave a drama-f..

Scalability is not performance
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@faun shared a link, 4 weeks ago

AV1 @ Scale: Film Grain Synthesis, The Awakening

AV1 Film Grain Synthesis (FGS)tricks the eye by imitating film grain after compression. Cuts bitrates like a ninja and keeps the artistry alive. Models grasp grain's pattern and punch, ensuring sharp visuals on bandwidth-challenged gadgets. Grainy magic, delivered neatly!..

AV1 @ Scale: Film Grain Synthesis, The Awakening
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@faun shared a link, 4 weeks ago

How Go 1.24's Swiss Tables saved us hundreds of gigabytes

Uncovered a memory regression inGo 1.24. Pored over memory patterns in countless pods like a detective with too much caffeine. Pinpointed sneaky allocation blunders...

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@faun shared a link, 4 weeks ago

Rethinking CLI interfaces for AI

LLMs fumble with CLI tools because they lack context. Tweaking APIs and tools for LLM savvy could cut mistakes and boost context efficiency.Smarter interfaces might keep them from getting stuck in infinite loops or bungling directories, slashing tool calls and making automation crisp and tidy...

Rethinking CLI interfaces for AI
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@faun shared a link, 4 weeks ago

OpenAI deputizes ChatGPT to serve as an agent

OpenAI's ChatGPTnow flexes its muscles as an agent. It juggles complex tasks, dives into spreadsheets, and pokes at APIs. But hey, watch your back—new levels of power mean fresh data security headaches. While it shrugs off most prompt injection attacks, the bot's got strict manners. It always asks b..

OpenAI deputizes ChatGPT to serve as an agent
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@faun shared a link, 4 weeks ago

Tzafon builds the next generation of agentic machine intelligence with Google Cloud infrastructure

Tzafondives headfirst intoGoogle Cloud'sAI-ready playground, juicing up multi-agent systems withNVIDIA GPUsand the nimbleness ofKubernetes...

Tzafon builds the next generation of agentic machine intelligence with Google Cloud infrastructure
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@faun shared a link, 4 weeks ago

Netflix’s first show with generative AI is a sign of what’s to come in TV, film

Netflix has unleashed the power of gen AI inThe Eternaut. Visual effects? Now they're ten times faster. What used to need a blockbuster budget is now a sleek in-app magic trick. Swift. Pocket-friendly. Yet undeniably grand...

Netflix’s first show with generative AI is a sign of what’s to come in TV, film
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@faun shared a link, 4 weeks ago

AWS goes full speed ahead on the AI agent train

AWS Bedrock AgentCorepromises AI agent deployment at ungodly scales. But hang onto your hats: by 2027, up to 40% of these endeavors might implode without a squeak of success...

AWS goes full speed ahead on the AI agent train

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