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@faun shared a link, 7 months, 1 week ago
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Chat with your documents tool — RAG (vector DBs + cosine sim.) & Claude API implementation

RAGdominates legal circles by embedding private briefs intoFAISS. Imagine zero hallucinations. Plus, it keeps pristine audit trails and trims costs like a pro. Handles up to1 TBof data, responding in a blink. It's got the brains ofTri-lingual MiniLMand the agility of a quantizedcross-encoder. All wi.. read more  

Chat with your documents tool — RAG (vector DBs + cosine sim.) & Claude API implementation
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@faun shared a link, 7 months, 1 week ago
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Amazon CEO says AI agents will soon reduce company's corporate workforce

Amazon's CEO foresees an "agentic future." AI will bulldoze into human roles, shrinking corporate jobs as it fuels efficiency.With a whopping 1,000 generative AI projects brewing,Amazon's AI shopping assistant already lends a hand to tens of millions.Internal buzz reveals AI's hustle is squeezing so.. read more  

Amazon CEO says AI agents will soon reduce company's corporate workforce
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@faun shared a link, 7 months, 1 week ago
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Gemini Embedding now generally available in the Gemini API

Gemini Embeddingdoesn't just stand on MTEB's Multilingual leaderboard; it struts. More than 100 languages bow to its prowess, stretching up to a max2048 input token length. It wieldsMRLtechniques like a wizard’s wand for slick optimization. Curious? It's yours for a paltry$0.15 per 1M tokensthrough .. read more  

Gemini Embedding now generally available in the Gemini API
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@faun shared a link, 7 months, 1 week ago
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AI Agent Benchmarks are Broken

Ah,WebArena—where getting math wrong gets a pass. Out of ten benchmarks, eight stumbled in spectacular style, misjudging things by a staggering100%. Enter theAI Benchmark Checklist (ABC), a 43-point lifeline designed to yank these tests out of the abyss and show what AI can actually do... read more  

AI Agent Benchmarks are Broken
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@faun shared a link, 7 months, 1 week ago
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Denmark Moves Toward AI Copyright Rules for Voice and Appearance

Denmark is changing the game by allowing individuals to own their likeness, combatting deepfake threats effectively. Scarlett Johansson's showdown with OpenAI in 2024 highlights the need for legal protection against deepfakes... read more  

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@faun shared a link, 7 months, 1 week ago
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Introducing Deep Research in Azure AI Foundry Agent Service

Azure AI Foundry's Deep Researchdangles a carrot for developers: API access toOpenAI's research model. Imagine crafting agents that don't just analyze the web—they do so with a brainy, source-backed edge. Models likeGPT-4o and GPT-4.1sharpen task focusing, with a bit of grounding fromBing Search, de.. read more  

Introducing Deep Research in Azure AI Foundry Agent Service
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@faun shared a link, 7 months, 1 week ago
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AI Can’t Even Fix a Simple Bug — But Sure, Let’s Fire Engineers

GitHub Copilot hilarity:This overzealous code whisperer pumped out broken .NET code like a kid armed with a fire hose. Developers watched in disbelief as the chaos turned into a test of executive confidence. Meanwhile, AI's becoming the scapegoat for layoffs. Truth is, some companies played musical .. read more  

AI Can’t Even Fix a Simple Bug — But Sure, Let’s Fire Engineers
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@faun shared a link, 7 months, 1 week ago
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We’re Light-Years Away from True Artificial Intelligence, Says Murderbot Author Martha Wells

Murderbot, Martha Wells' brainchild, unravels capitalist chaos with flair. Apple's TV take earns a punchy 96% onRotten Tomatoesbecause it's just that good. Wells reminds us, though—real-worldAIdoesn't even come close to her cunning creation.ChatGPT? It's just a data matchmaker, no sentience here. He.. read more  

We’re Light-Years Away from True Artificial Intelligence, Says Murderbot Author Martha Wells
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@faun shared a link, 7 months, 1 week ago
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NGINX Basics

NGINXisn't just a web server; it's the lean, mean, speed machine you've always wanted. But, frankly, it's best understood by diving in and getting your hands dirty. Break stuff. Fix stuff. Repeat. That's how you hit pro status... read more  

NGINX Basics
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@faun shared a link, 7 months, 1 week ago
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How I build software quickly

Spike it, then polish it:Jump into rough draft coding. Discover those hidden gems. Avoid crafting convoluted code castles.Beware distractions:Use timers and programming partners like life rafts in a code swamp... read more  

DevOpsDayLA is Southern California's premier conference focused on the human side of technology delivery. For 15 years, we've brought together SoCal practitioners who understand that great software isn't just about tools, it's about people working together effectively.

The 2026 Lens: DevOps in an AI World: You're working in a world where AI is everywhere, embedded in your tools, requested by your management, and reshaping how teams deliver software. Whether you're embracing these changes or navigating the challenges they create, your experience matters.

We're looking for stories about how you and your organizations are adapting your mindsets, processes, and team dynamics in this rapidly evolving landscape. How did your team integrate AI into existing workflows? What changed about collaboration when AI entered the picture? Where do humans remain critical in automated processes? How do you build the next generation of engineers when entry-level work is automated? What are the real implementation challenges you're facing in Southern California's entertainment, gaming, aerospace, retail, healthcare, and manufacturing companies?

What makes DevOpsDayLA different: We focus on culture, collaboration, and cross-industry implementation stories rather than pure technical deep-dives. We're all about the people and processes that make technology successful in an AI world, not the technology itself.

We especially welcome new speakers, under-represented voices, and fresh perspectives from across SoCal's diverse tech landscape.

Attending

To attend DevOps Day LA purchase a  SCALE ticket via the SCALE website. Your ticket will provide access to both events.

Sponsor

DevOpsDayLA sponsors have the opportunity to offer job opportunities, demonstrations of the latest tools, and world-class service offerings to facilitate organizations’ DevOps journey. The conference is presented with the support of the Southern California Linux Expo (SCALE). It provides a relaxed, casual, and diverse environment where experienced professionals, evangelists, agile practitioners, developers, job seekers, business executives, educators, students, and curiosity seekers can connect and attend talks on current topics.

For additional information, please contact us at los-angeles@devopsdays.org.

Speak at DevOpsDay LA

DevOpsDay LA sessions are selected through our calling for presentations for our 2026 event. We have posted a list of desired topics and best practices for submissions.

Friday, March 6, 2026 - 10:00 to 17:00