ContentPosts from @ab_niazi..
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@faun shared a link, 3 months ago

How to Reduce Technical Debt With Artificial Intelligence (AI)

Technical debt from outdated software slows down businesses, costingover $2.4 trillion annually in the U.S. Using AI in SaaS can smartly reduce debt, but beware AI-induced debt by implementing rigorous oversight and governance principles likeT.R.U.S.T. Responsible AI integration enhances SaaS scalab..

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@faun shared a link, 3 months ago

Local Chatbot RAG with FreeBSD Knowledge

Deepseek-r1crushes it for FreeBSD chatbots running locally on hefty GPUs. It dishes out adjustable precision, but don’t expect rubber-stamped approval...

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@faun shared a link, 3 months ago

Understanding Time Series Databases

Time series databasesoptimize storage, retrieval, and analysis of time-stamped data, offering high-speed ingestion and specialized analytics. TSDBs are designed for efficiency and scalability, outperforming traditional databases in time-centric applications...

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@faun shared a link, 3 months ago

Netflix Tudum Architecture: from CQRS with Kafka to CQRS with RAW Hollow

RAW Hollow, Netflix's brainy in-memory database, torches Tudum's update lag by jamming full datasets right into app memory. This move guaranteesO(1)access time and rock-solidread-after-writeconsistency while flexing to juggle a whopping100 millionrecords...

Netflix Tudum Architecture: from CQRS with Kafka to CQRS with RAW Hollow
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@faun shared a link, 3 months ago

Why Policy as Code is a Game Changer for Platform Engineers

Policy as Code (PaC) isn't just another tech trend. It’s shaking up platform engineering. Get instant feedback, dodge production disasters, and automate compliance. It’s like a security blanket for self-service platforms. Enforcing those"golden paths"might actually keep things safe while innovation ..

Why Policy as Code is a Game Changer for Platform Engineers
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@faun shared a link, 3 months ago

Backup for GKE supports cross-project backup and restore

Backup for GKEjust got a power-up. Now, you can zip data from one Google Cloud project and unpack it in another. This shake-up makes disaster recovery smoother, teamwork easier, and security tighter by keeping backups out of the wrong hands. All the control, none of the headache. No scripts needed...

Backup for GKE supports cross-project backup and restore
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@faun shared a link, 3 months ago

Docker Desktop 4.43: Expanded Model Runner, Reimagined MCP Catalog, MCP Server Submissions, and Smarter Gordon

Docker Desktop 4.43 cranks up AI integration with theModel Runner. OpenAI APIs? Now they're putty in your hands. Fine-tune model runtime with ease. EnterDocker’s Gordon—the multitasker extraordinaire who juggles threads like a caffeinated circus performer. Enjoy speeds and accuracy that make old ver..

Docker Desktop 4.43: Expanded Model Runner, Reimagined MCP Catalog, MCP Server Submissions, and Smarter Gordon
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@faun shared a link, 3 months ago

Automatic Helm Deployments with Ansible on Minikube: Jenkins & Grafana

Ansiblewields its off-the-shelf modules like a charm bracelet, linking arms withDockerandKubernetes. It turns the rut ofHelmsetup into a dance, orchestrating across machines like a seasoned conductor. Declare your Kubernetes resources with the flair of a playwright using Helm charts. Then, invite au..

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@faun shared a link, 3 months ago

Kubernetes List API performance and reliability

Kuberneteshas a meltdown during list calls in massive clusters. Imagine the apiservers screaming fromout-of-memorypains when dealing with over 100k pods. Enterv1.31+, lending a hand with an in-memory watch cache to lighten the load. But let's be real—v1.34is the hero we need, finally syncing paginat..

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@faun shared a link, 3 months ago

Docker Brings Compose to the Agent Era: Building AI Agents is Now Easy

Docker Composenow makes building and cranking up intelligent agents a breeze, effortlessly meshing with smart frameworks likeVercel AI SDKandGoogle's ADK. Unburden your machine by tossing compute-heavy tasks to the cloud withDocker Offloadfor that sweet GPU boost. Keep local resources untangled and ..

Docker Brings Compose to the Agent Era: Building AI Agents is Now Easy