ContentPosts from @billyroberts1..
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@faun shared a link, 4 weeks, 2 days 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, 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, 4 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, 4 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
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@faun shared a link, 4 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, 4 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, 4 weeks, 2 days 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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@faun shared a link, 4 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, 4 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, 4 weeks, 2 days ago

Stop Saying RAG Is Dead

RAG isn’t dead — lazy RAG is.Compressing whole docs into single vectors fails; smarter retrieval needs diversity, reasoning, and richer representations. The future: evaluate what matters, retrieve with intent, and route across specialized, info-preserving indices...