ContentPosts from @tvelmachos..
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@faun shared a link, 3 weeks, 2 days 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, 3 weeks, 2 days 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, 3 weeks, 2 days 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, 3 weeks, 2 days 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, 3 weeks, 2 days 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, 3 weeks, 2 days ago

LangSmith and LangGraph Platform are now available in AWS Marketplace

LangSmith and LangGraph Platform just hit AWS Marketplace, ready to turbocharge AI deployment and fine-tune your workflow right in your AWS VPC...

LangSmith and LangGraph Platform are now available in AWS Marketplace
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@faun shared a link, 3 weeks, 2 days 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, 3 weeks, 2 days ago

Deploy a full stack voice AI agent with Amazon Nova Sonic

Amazon Nova SoniconAmazon Bedrockditches piecemeal speech gadgets for a seamless whole. Real-time voice chat with a splash of dynamic customization at its core...

Deploy a full stack voice AI agent with Amazon Nova Sonic
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@faun shared a link, 3 weeks, 2 days ago

Open-source skills can save your career when AI comes knocking

94%of companies expect AI to skyrocket their value. But here’s the twist:70%of AI transformations hinge more on humans than machines. Upskilling speeds things up by62%over hiring and improves retention by a whopping91%...

Open-source skills can save your career when AI comes knocking
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@faun shared a link, 3 weeks, 2 days 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