#game-development#infrastructure#luaLua: The 278K Language Running 20% of the InternetHow a 33-year-old scripting language from Brazil quietly powers Roblox, Cloudflare, and billions of requests daily.7 fevral 202614 dəq.170
#architecture#backend#opinionKafka Is Overkill for 90% of Teams150K orgs run Kafka. Most don't need it. Redpanda, NATS, and SQS handle 90% of messaging workloads at a fraction of the cost and complexity.28 aprel 202615 dəq.8
#ai#llm#machine-learningMixture of Experts Won: Why Every Frontier Model Uses MoE (And What It Means for Self-Hosting)Every major open-source frontier model in 2026 uses MoE. A 120B model now fits on one H100. The self-hosting economics changed forever.4 aprel 202616 dəq.6
#ai#llm#infrastructurevLLM vs TGI vs Ollama: Self-Hosting LLMs Without Burning Money or Losing SleepOllama peaks at 41 tok/s. vLLM hits 793. TGI is in maintenance mode. Here's the self-hosting guide I wish existed before I started.16 aprel 202615 dəq.5
#ai#sustainability#infrastructureAI Data Centers Now Use More Power Than 30 Countries — The Sustainability Crisis Nobody Talks AboutData centers consumed 415 TWh in 2024 — more than the UK. The IEA projects 945 TWh by 2030. Big Tech emissions are rising 23-60% despite net-zero pledges. Here's what's actually happening.28 mart 202615 dəq.5
#monitoring#devops#open-sourceOpenTelemetry Is Eating Datadog's Lunch — The Open-Source Observability Stack in 2026Our Datadog bill hit $47K/month. OpenTelemetry + LGTM stack replaced it for $1,200. The instrumentation war is over — OTel won.21 aprel 202617 dəq.4
#ai#economics#infrastructureThe 10M-Token Context Window vs the $1M/Day Inference Bill: AI's Fundamental Economics ProblemSora cost $15M/day to run. Lifetime revenue: $2.1M. Context windows keep growing. The economics that decide which AI products survive.4 aprel 202616 dəq.4
#infrastructure#cloud#startupKubernetes Is a $6 Billion Mistake for 90% of Startups99% of K8s clusters are overprovisioned. Average engineer cost: $158K. The YAML tax is real. Here's when K8s makes sense and what to use instead.8 aprel 202616 dəq.3
#devops#infrastructure#cicdGitOps Reached 64% Adoption — 81% Report Higher Reliability64% of enterprises use GitOps. ArgoCD: 60% of K8s clusters. Red Hat: 168x faster lead time. Complete guide with scaling challenges and solutions.26 mart 202615 dəq.3
#infrastructure#cloud#devopsTerraform Is Legacy Now — Pulumi, CDKTF, and the Infrastructure-as-Real-Code MovementHashiCorp changed the license, IBM bought them, CDKTF got deprecated. Terraform is becoming the COBOL of infrastructure. Here's what's replacing it.22 aprel 202616 dəq.2
#ai#mlops#agentopsAgentOps: The New MLOps for Autonomous AI SystemsA $47K recursive loop went undetected for 11 days. MLOps can't monitor agents. The new operational stack for autonomous AI is emerging fast.4 aprel 202618 dəq.2
#devops#architecture#careerPlatform Engineering Killed DevOps: 80% of Orgs Have Dedicated Platform Teams NowGartner: 78% of large orgs have platform teams, on track for 80% by end of 2026. Backstage has 89% market share. The shift from DevOps to platforms.23 mart 202615 dəq.2