ContentPosts from @odirleisias..
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@faun shared a link, 2 months ago

Automate Models Training: An MLOps Pipeline with Tekton and Buildpacks

Tekton plusBuildpacks: your secret weapon for training GPT-2 without Dockerfile headaches. They wrap your code in containers, ensuring both security and performance.Tekton Pipelineslean on Kubernetes tasks to deliver isolation and reproducibility. Together, they transform CI/CD for ML into something..

Automate Models Training: An MLOps Pipeline with Tekton and Buildpacks
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@faun shared a link, 2 months ago

GenAI Meets SLMs: A New Era for Edge Computing

SLMspower up edge computing with speed and privacy finesse. They master real-time decisions and steal the spotlight in cramped settings like telemedicine andsmart cities. On personal devices, they outdoLLMs—trimming the fat with model distillation and quantization. Equipped withONNXandMediaPipe, the..

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@faun shared a link, 2 months ago

DevOps Tools Targeted for Cryptojacking

JINX-0132takes a sneaky approach. It exploits Nomad's initial slip-ups to secretly mine crypto. How? By leveraging GitHub for downloads and dodging those pesky Indicators of Compromise (IOCs). Even big players using Nomad to juggle hundreds of clients aren't safe. A simple misconfiguration and poof—..

DevOps Tools Targeted for Cryptojacking
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@faun shared a link, 2 months ago

Are You Over-Engineering Your Tests? – Think Like a Tester

Over-engineering alert:Automating every last thing? Recipe for disaster. Flaky tests galore! Stick to manual edge cases and sharp, atomic checks instead of drowning in script spaghetti.Abstraction overload ahead!Chasing too much abstraction makes maintenance a headache. Keep tests clean and clear.St..

Are You Over-Engineering Your Tests? – Think Like a Tester
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@faun shared a link, 2 months ago

FinOps X 2025 Cloud Announcements: AI Agents and Increased FOCUS™ Support

AWSjust decreed its new AI-infusedCost Optimization Hub. This gizmo tackles the chaos of tracking overlapping opportunities among millions of resources. Meanwhile,Google CloudunleashedForecasting Enhancements. They claim their AI now wrangles pesky outliers and wild trends, turning financial crystal..

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@faun shared a link, 2 months ago

What I’ve Learned from Designing Landing Zones On Google Cloud

Cloud Foundation FabricandFASTmake Google Cloud feel more like a well-oiled machine than a hair-pulling puzzle. They slice through the setup with killer precision, laying down a rock-solid, enterprise-grade foundation. No IAM madness. No network disasters waiting to explode. Just scalable, secure co..

What I’ve Learned from Designing Landing Zones On Google Cloud
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@faun shared a link, 2 months ago

Building Uber’s Multi-Cloud Secrets Management Platform to Enhance Security

Uber built a Secret Management Platform to consolidate vaults and automate secret monitoring and rotation. They use real-time and scheduled scanning to catch leaks early and reduce exposure. They also enable automatic rotation of20,000secrets per month on average, prioritizing certain types and plat..

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@faun shared a link, 2 months ago

Mastering Terraform Variables: Complex Structures & Input Validation

Object variables inTerraformcrank up your code's modularity. They hand you structured, adaptable input—a game changer for scaling beasts likeEKS Nodegroupin the cloud...

Mastering Terraform Variables: Complex Structures & Input Validation
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@faun shared a link, 2 months ago

AWS: Introducing an agentic coding experience in Visual Studio and JetBrains IDEs

Amazon Q Developer just turbochargedVisual StudioandJetBrains IDEswith a nimble AI sidekick. This brainy assistant patches code, assembles projects, and whips up unit tests, slashing the drudgery that usually swallows developers' days. By juggling context, parsing files, and firing off commands all ..

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@faun shared a link, 2 months ago

Grafana 12 release: observability as code, dynamic dashboards, new Grafana Alerting tools, and more

Grafana 12delivers a whammy withGit SyncandDynamic Dashboards, shaking up how teams tackle observability using newexperimental toolsthat simplify workflow automation.SQL Expressionsrevolutionize your data game, enabling data mashups that once seemed impossible. Meanwhile, the upgraded table visualiz..

Grafana 12 release: observability as code, dynamic dashboards, new Grafana Alerting tools, and more