ContentPosts from @danil-smirnov..
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@faun shared a link, 4 months ago

Atlassian research: AI adoption is rising, but friction persists

AI tools now save 68% of developers over 10 hours a week.Impressive, right? Yet for 50% of them, chaos and bureaucratic nonsense eat up more than 10 precious hours. The culprit? A staggering 63% empathy gap between the developers in the trenches and leaders who overlook big pain points. The result: .. read more  

Atlassian research: AI adoption is rising, but friction persists
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@faun shared a link, 4 months ago

Introducing FlexOlmo: a new paradigm for language model training and data collaboration

FlexOlmoempowers data owners to train models on their own turf, syncing up later to build a powerhouse shared model. Data stays secret, yet the model still crushes it, rivaling its all-data counterpart. And with differential privacy, it keeps snoops at bay, boasting a mere0.7%data extraction rate... read more  

Introducing FlexOlmo: a new paradigm for language model training and data collaboration
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@faun shared a link, 4 months ago

Building Self-Evolving Knowledge Graphs Using Agentic Systems

Graph databasesturn chaos into order usingnodes, edges, and properties. They race through data withindex-free traversal, unveiling complex relationships faster than you can say "data overload." Toss in someAI agents, and watch these databases become brainy creatures that evolve on their own, explori.. read more  

Building Self-Evolving Knowledge Graphs Using Agentic Systems
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@faun shared a link, 4 months ago

Linux Foundation Report Finds Organizations Embrace Upskilling and Open Source to Meet AI-driven Job Demands

AI is set to overhaul 94% of businesses, yet fewer than half possess the crucial AI chops. They scramble to bridge this gap withupskillingandopen-sourcecollaboration. Companies, always finding a loophole, claim upskilling outpaces hiring by 62%. Meanwhile, open source impressively bumps up retention.. read more  

Linux Foundation Report Finds Organizations Embrace Upskilling and Open Source to Meet AI-driven Job Demands
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@faun shared a link, 4 months ago

Using Ansible File Module to Manage Files & Directories

Ansible's file moduleshakes up file and directory management on remote systems, letting you tweak ownership and permissions like a pro. Unlike the copy module, it zeroes in solely on file attributes, keeping it idempotent and streamlining automation across your whole fleet... read more  

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@faun shared a link, 4 months ago

Implementing High-Performance LLM Serving on GKE: An Inference Gateway Walkthrough

Meet theGKE Inference Gateway—a swaggering rebel changing the way you deploy LLMs. It waves goodbye to basic load balancers, opting instead for AI-savvy routing. What does it do best? Turbocharge your throughput with nimbleKV Cachemanagement. Throw in someNVIDIA L4 GPUsand Google's model artistry, a.. read more  

Implementing High-Performance LLM Serving on GKE: An Inference Gateway Walkthrough
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@faun shared a link, 4 months ago

Unpopular opinion: Kubernetes is a symptom, not a solution.

Kubernetesis not the miracle cure everyone claims. It's more like a bucket of complications, allegedly cramping cloud innovation just to wrangle unruly containers. Ditch theYAML circusand zero in on platforms likeWASIand fresh concepts likeUnison. These offer semantic, cross-language cloud deploymen.. read more  

Unpopular opinion: Kubernetes is a symptom, not a solution.
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@faun shared a link, 4 months ago

Monitor Nginx with OpenTelemetry Tracing

Wiring upNGINXwithOpenTelemetryshines a spotlight on your request paths. Logs, traces, metrics—no more fumbling in the dark. Dive into crystal-clear traces for every single request. Spot API or database slowdowns? Connect the dots in a snap. Thank theOpenTelemetry Collectorfor pulling strings like a.. read more  

Monitor Nginx with OpenTelemetry Tracing
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@faun shared a link, 4 months ago

Introducing Cloud Storage bucket relocation

Google's Cloud Storage bucket relocationmakes data moves a breeze. Downtime? Forget about it. Your metadata and storage class stay intact, so you can focus on optimizing costs instead of stressing over logistics... read more  

Introducing Cloud Storage bucket relocation
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@faun shared a link, 4 months ago

Platform Engineering At A Crossroads: Golden Paths Or Dark Alleyways

Platform engineeringisn't just another flashy tech term. It's the backbone of reliability and speed in workflows. But the "golden path" it maps can swiftly morph into a chaoticWild Westof unruly, bespoke processes if you're not careful. Enter theDevEx teamas the cavalry, bringing order with shared t.. read more  

Platform Engineering At A Crossroads: Golden Paths Or Dark Alleyways