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Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 3517 posts
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AI Job Replacement Reality Check: What Gets Automated, What Doesn't, and Where Developers Are Headed
WEF: 85M displaced vs 97M new (+12M net). McKinsey: 30% of tasks automated by 2030. Goldman Sachs: 300M jobs affected. Customer service 80% automated, 77% of AI jobs require master's degree — a data-driven map of AI-era
2026-03-22 · 27 min read #ai#jobs#future#career#developerWebAssembly 2025: Beyond the Browser — How Wasm Is Reshaping Server-Side, Edge, and AI Computing
WASI 0.3 native async, Akamai acquires Fermyon, microsecond cold starts — WebAssembly reached production-ready status for server-side in 2025. Complete developer guide from Wasm fundamentals to edge deployment, AI infere
2026-03-22 · 22 min read #webassembly#wasi#edge-computing#serverless#rustSystem Design Interview 2025: Top 30 FAANG Questions and the New AI/ML Design Round
70%+ of senior candidates face system design rounds. 80% of questions focus on 20% of core concepts. Complete guide covering 2025 new AI/ML system design questions, real-time systems (18/30 problems), and the 45-minute f
2026-03-22 · 23 min read #system-design#interview#faang#architecture#scalability2025 Open Source AI Models Showdown: DeepSeek R1 vs Llama 4 vs Qwen 3 vs Mistral
DeepSeek R1 (671B/37B), Llama 4 Scout/Maverick, Qwen 3 (235B MoE), Mistral 8x22B — complete comparison of the 2025 open-source AI model leaders with benchmarks, licenses, deployment guides, and cost analysis.
2026-03-22 · 20 min read #open-source#ai#llm#deepseek#llamaKubernetes 2025 + Developer Productivity: AI Workloads, FinOps, Platform Engineering Era
AI/ML workloads became first-class citizens in K8s. FinOps for cost visibility, Platform Engineering for self-service infrastructure, and GitOps as the default. 84% of developers use AI tools — the secret behind 21% prod
2026-03-22 · 27 min read #kubernetes#devops#platform-engineering#finops#aiDocker Complete Guide 2025: From Container Basics to Multi-stage Builds, Compose, and Production Deployment
From container internals (namespaces, cgroups) to Dockerfile optimization, 90% image size reduction with multi-stage builds, Docker Compose in practice, security best practices, and CI/CD pipelines — a complete Docker gu
2026-03-22 · 21 min read #docker#container#devops#dockerfile#docker-composeData Engineering Complete Guide 2025: Flink vs Spark, dbt, Iceberg, Airflow — Modern Data Stack Deep Dive
Flink vs Spark stream processing comparison, dbt crossing $100M ARR, Iceberg vs Delta Lake vs Hudi lakehouse showdown, ClickHouse vs StarRocks real-time analytics, Airflow 3.0 vs Dagster vs Prefect orchestration — the co
2026-03-22 · 30 min read #data-engineering#apache-flink#apache-spark#dbt#apache-icebergClaude Code Complete Guide: Subagents, Hooks, Agent SDK — Everything About Agentic Coding
Anthropic Claude Code — an agentic coding tool that reads your codebase, edits files, and runs commands from the terminal. Complete guide to subagent parallelism, hook automation, Agent SDK for custom agents, and MCP ser
2026-03-22 · 23 min read #claude-code#anthropic#agentic-coding#agent-sdk#mcpAI's Power Crisis: Why Data Centers Need Nuclear Plants (The Numbers Don't Lie)
Global data centers 415TWh to 980TWh by 2030, a 2x increase. Microsoft $16B nuclear restart, Amazon $20B nuclear campus, Google SMR deal. AI water usage equals global bottled water consumption. B200 at 1,000W per chip: e
2026-03-22 · 22 min read #ai#energy#power#nuclear#datacenterAI Hardware War 2025: NVIDIA Blackwell vs AMD MI350 vs Cerebras WSE-3 vs Google TPU v7
NVIDIA B200 with 208B transistors, Samsung HBM4 first to mass produce, Cerebras 4T transistor wafer, AMD MI350 with 288GB — a complete comparison of every player in the AI chip war by specs, benchmarks, and roadmaps.
2026-03-22 · 26 min read #nvidia#samsung#cerebras#amd#intelVibe Coding: Collins Word of the Year, AI Programming Revolution, and What It Means for Developers
Coined by Andrej Karpathy, crowned Collins Word of the Year 2025. Vibe Coding is reshaping how we write software. Cursor vs Claude Code vs Copilot comparison, survival strategies for professional developers, and the futu
2026-03-22 · 19 min read #vibe-coding#ai#cursor#claude-code#copilotRust in 2025: 45.5% Adoption, TIOBE #13, Linux Kernel — Should Your Team Learn Rust?
Rust organizational adoption hits 45.5% (+17.6% YoY), commercial use grew 68.75%, TIOBE all-time high at 13. Rust is becoming essential in Linux kernel, Android, and cloud infrastructure. Covering learning curve, real-wo
2026-03-22 · 20 min read #rust#programming#systems#linux-kernel#webassemblyMessage Queue Showdown: Kafka vs RabbitMQ vs SQS vs Pulsar vs NATS — 2025 Decision Guide
Kafka 4.0 KRaft GA, RabbitMQ 4.2 stream filtering, Pulsar 4.1, NATS 2.11 — a complete comparison of 6 message queue systems in 2025. Architecture, benchmarks (Kafka 1M msgs/s vs RabbitMQ 50K), pricing, and Spring Boot in
2026-03-22 · 23 min read #kafka#rabbitmq#sqs#pulsar#natsInterest Rates & Bonds Complete Guide for Developers: Fed 3.5%, BOK 2.5%, BOJ 0.75% Era Asset Strategy
Fed 3.5%, BOK 2.5%, BOJ 0.75% — a complete dissection of how interest rates impact tech salaries, stock compensation, real estate, and startup funding. From bond basics, yield curves, duration, Bond ETFs, I-Bonds, TIPS,
2026-03-22 · 25 min read #finance#bonds#interest-rates#investment#401kDeveloper Side Projects to $5K/Month: 2025 Monetization Strategy Complete Guide
Turn your coding skills into revenue. Complete guide covering SaaS, open source sponsorships, tech blogs, AI tools, and freelancing — with real revenue data and 2025 side project monetization strategies.
2026-03-22 · 23 min read #side-project#monetization#indie-hacker#saas#passive-incomeCursor AI 2025 Complete Guide: From Composer 2.0 to .cursorrules — The New Standard in AI Coding
Cursor 2.0 Composer model (4x faster agent), pricing shift to $20 credit-based, .cursorrules strategy, pros/cons vs VS Code — complete guide to mastering the new AI coding IDE standard.
2026-03-22 · 22 min read #cursor#ai-ide#composer#vibe-coding#copilotAsync Processing Patterns Mastery: CQRS, Saga, Event Sourcing — Senior Backend Developer Essential Guide
Netflix processes 260M users, Uber handles petabytes of real-time data — all asynchronously. CQRS, Saga (Choreography vs Orchestration), Event Sourcing, Outbox, Idempotency, DLQ — the complete async patterns guide every
2026-03-22 · 28 min read #async#cqrs#saga-pattern#event-sourcing#event-driven10 Voices Shaping the AI Era: From Jensen Huang to Yann LeCun, the Defining Quotes of 2025
Jensen Huang's "1 trillion dollar AI infrastructure," Sam Altman's "GPT-5 is smarter than me," Dario Amodei's "trillions in revenue before 2030," Yann LeCun's "LLMs are complete nonsense" — the defining quotes of 10 lead
2026-03-22 · 24 min read #ai#nvidia#openai#anthropic#googleToss Bank ML Engineer (MLOps) Complete Guide: From MLFlow to LLM Platform — Tech Stack Deep Dive
Complete analysis of Toss Bank ML Platform Team MLOps Engineer JD. Deep dive into MLFlow, Airflow, JupyterHub, Kubeflow, Triton Inference Server, ScyllaDB Feature Store, and LLM platform — with 30 interview questions and
2026-03-21 · 38 min read #mlops#ml-platform#tossbank#kubernetes#mlflowMarch 2025 Social & Economic Digest: What Every Developer Needs to Know About the World Right Now
Fed holds at 4.5%, Korea enters super-aged society, Trump tariffs slash $123B in consumer tech purchasing power, EU AI Act enforcement begins, global VC hits $425B — essential March 2025 news and financial tips for devel
2026-03-21 · 26 min read #economy#society#current-affairs#finance#real-estate