How Replicas Work in Kubernetes
Understand how Kubernetes uses replicas to ensure your application stays available, handles traffic spikes, and recovers from pod failures automatically.
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Story ManageEngine Team
@arshadmas shared a post, 7 months, 2 weeks ago
Product Marketer, manageengine
GCP monitoring: A comprehensive guide into maximizing cloud performance
Keeping mission-critical workloads healthy on Google Cloud Platform (GCP) isn’t optional—it’s your job. As organizations increasingly move to GCP for its elasticity and scalability, the complexity of managing cloud-native and hybrid environments grows. For ITOps and CloudOps professionals, the chall..
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@anjali shared a link, 7 months, 2 weeks ago
Customer Marketing Manager, Last9
Instrument LangChain and LangGraph Apps with OpenTelemetry
Understand how to trace, monitor, and debug LangChain and LangGraph apps using OpenTelemetry, down to chains, tools, tokens, and state flows.
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@faun shared a link, 7 months, 2 weeks ago
FAUN.dev()
I’m Losing All Trust in the AI Industry
AI bigwigs promiseAGIin a quick 1-5 years, but the revolving door at labs like OpenAI screams wishful thinking. As AI hustles to serve up habit-forming products, the priority on user engagement echoes the well-troddensocial mediaplaybook. Who needs productivity, anyway? Cash fuels AI's joyride, with.. read more
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@faun shared a link, 7 months, 2 weeks ago
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Gemma 3n Introduces Novel Techniques for Enhanced Mobile AI Inference
Gemma 3nshakes up mobile AI with a two-punch combo:Per-Layer Embeddingsthat axe RAM usage andMatFormerthat sends performance into overdrive with elastic inference and nesting.KV cache sharingcranks up the speed of streaming responses, though it taps out at multilingual audio processing for clips up .. read more
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@faun shared a link, 7 months, 2 weeks ago
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EU businesses push for freedom from AI rules and competition
Mistral's"AI for Citizens" isn't just about tech; it's about shaking up public services for the better. Meanwhile, in the EU, a plot twist—50 European firms holler for halting the AI Act, all in the name of staying competitive. They argue speed matters more than red tape. But hey, watchdogs eye them.. read more
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@faun shared a link, 7 months, 2 weeks ago
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From Noise to Structure: Building a Flow Matching Model from Scratch
Train a petite neural net to align velocity flows between distributions. DeployFlow Matching lossfor the job. Harness the precision of theAdamoptimizer to keep it sharp... read more
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@faun shared a link, 7 months, 2 weeks ago
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From Big Data to Heavy Data: Rethinking the AI Stack
Savvy teams morph dense data into AI’s favorite meal: bite-sized chunks primed for action, indexed and ready to go. This trick spares everyone from slogging through the same info over and over. AI craves structured, context-filled data to keep it grounded and hallucination-free. Without structured p.. read more
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@faun shared a link, 7 months, 2 weeks ago
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Context Engineering for Agents
Context engineeringcranks an AI agent up to 11 by juggling memory like a slick OS. It writes, selects, compresses, and isolates—never missing a beat despite those pesky token limits. Nail the context, and you've got a dream team. Slip up, though, and you might trigger chaos, like when ChatGPT went r.. read more
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@faun shared a link, 7 months, 2 weeks ago
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Document Search with NLP: What Actually Works (and Why)
NLP document search trounces old-school keyword hunting. It taps into scalable*vector databasesandsemantic vectorsto grasp meaning, not just parrot words.* Pictureword vector arithmetic: "King - Man + Woman = Queen." It's magic. Searches become lightning-fast and drenched in context... read more
