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Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 3525 posts
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Docker & Kubernetes Essentials — From Containers to Orchestration
Everything about containers: Docker fundamentals, Dockerfile best practices, Kubernetes core concepts (Pod/Service/Deployment), Helm, and real-world deployment.
2026-04-12 · 15 min read #devops#docker#kubernetes#container#orchestrationAWS Core Services Overview & 2025-2026 Tech Trends Recap
A comprehensive guide to AWS core services (EC2, Lambda, S3, RDS, EKS, etc.) and a retrospective on major tech trends from 2025-2026.
2026-04-12 · 12 min read #ai#aws#cloud#ec2#lambdaWebSocket Real-Time Communication & Observability/Monitoring Complete Guide
From WebSocket/SSE/gRPC real-time communication principles to building observability with OpenTelemetry, Prometheus, and Grafana.
2026-04-12 · 13 min read #devops#websocket#realtime#observability#monitoringThe Complete Guide to Software Testing Strategies — From Unit Tests to Chaos Engineering ♪ Listenable
Test pyramid, TDD, BDD, unit/integration/E2E testing, performance testing, and chaos engineering. A comprehensive guide to every testing strategy that guarantees software quality.
2026-04-12 · 18 min read #devops#testing#unit-test#integration#e2eAdvanced CI/CD Pipeline Guide — GitHub Actions, ArgoCD, Tekton, and Security Pipelines ♪ Listenable
Beyond basic build-and-deploy: security scanning, static analysis, container signing, GitOps, and multi-environment deployments. A comprehensive guide to building production-grade CI/CD pipelines.
2026-04-12 · 18 min read #devops#ci-cd#github-actions#argocd#tektonThe Complete Guide to Package Managers — How npm, uv, RPM, and Homebrew Work and How to Publish Software
How does npm work? Why is uv so fast? What is RPM? How do you submit software to Homebrew? A deep dive into how package managers work and how to distribute your own software.
2026-04-12 · 15 min read #devops#npm#uv#rpm#homebrewThe Growth Process (Feedback Loops) & Source Code Leak Response
How do we grow? The science of feedback loops, the art of retrospectives, and how to respond when a source code leak occurs -- procedures and prevention.
2026-04-12 · 15 min read #culture#growth#feedback-loop#security#source-codeThe Art of Contracts & Real Estate Knowledge — Essential Legal Literacy for Modern Life ♪ Listenable
From contract drafting and negotiation strategies to property transactions, mortgage structures, and title deed analysis. A comprehensive guide to the legal knowledge every adult needs.
2026-04-12 · 18 min read #culture#contract#real-estate#legal#housingThe Complete Business Terminology Guide & Startup Handbook — Everything You Need to Launch a Company ♪ Listenable
Business terms (BM, ARR, MRR, CAC, LTV...), company formation procedures, entity types, tax registration, funding rounds — a complete A-to-Z startup guide.
2026-04-12 · 20 min read #culture#business#startup#entrepreneurship#termsThe Complete Guide to Open Source Monetization — How to Make Money While Giving Away Code for Free ♪ Listenable
Everything about open source monetization: 7 business models, success stories, licensing strategies, and community building.
2026-04-12 · 17 min read #culture#open-source#business#monetization#startupManaged Agent Platforms Comparison Guide: OpenAI AgentKit vs Azure AI Foundry Agent Service vs Amazon Bedrock AgentCore
A practical comparison of three managed agent platforms as of 2026-04-12, including product fit, governance, tooling, deployment, and rollout checklists grounded in official docs.
2026-04-12 · 5 min read #ai-platform#managed-agents#agent-platform#comparison#openaiOpenAI RFT with Custom Graders: A Practical Guide for Product and Platform Teams
A practical guide to OpenAI reinforcement fine-tuning with custom graders, including when to use it, how to prepare data, how to evaluate checkpoints, and how to roll it out safely.
2026-04-12 · 5 min read #ai-platform#openai#rft#reinforcement-fine-tuning#custom-gradersCloudflare AI Gateway Practical Guide: Observability, Reliability, and Cost Control for AI Traffic
A practical, current guide to Cloudflare AI Gateway as of April 12, 2026, covering observability, caching, retries, rate limiting, model fallback, and Dynamic Routing.
2026-04-12 · 5 min read #ai-platform#cloudflare#ai-gateway#observability#cachingGemini CLI Practical Guide: How Developers Should Decide Whether to Adopt a Terminal-First AI Agent
A practical 2026 guide to Gemini CLI for developers who want to understand where it fits versus IDE-first tools, how plan mode, hooks, MCP, and scripting work, and how to roll it out safely on a team.
2026-04-12 · 7 min read #gemini-cli#google-gemini#terminal-ai#ai-agent#mcpOpenAI AgentKit and the New Agent Evaluation Workflow: A Practical Guide to Datasets, Trace Grading, and Prompt Optimization
A practical guide for engineering, product, and platform teams on how OpenAI AgentKit changes agent evaluation, with a rollout framework for datasets, trace grading, and automated prompt optimization.
2026-04-12 · 8 min read #ai-platform#agentkit#agent-evals#trace-grading#prompt-optimizationAmazon Bedrock AgentCore Practical Guide: How to Build Secure Production Agents in 2026
A practical guide to Amazon Bedrock AgentCore for teams that need secure, production-ready agents, with clear coverage of Runtime, Memory, Gateway, observability, and rollout checks.
2026-04-12 · 6 min read #aws#bedrock#agentcore#ai-agent#mcpDeep Research Agents Practical Guide: How Developers and Knowledge Workers Should Use Them in 2026
A practical 2026 guide to OpenAI deep research for developers and knowledge workers, covering what it is, why it matters now, prompting patterns, MCP-connected workflows, pitfalls, and a simple decision checklist.
2026-04-12 · 7 min read #deep-research#ai-agent#mcp#chatgpt#research-workflowAI Gateway Platforms Comparison Guide: Vercel AI Gateway vs Cloudflare AI Gateway vs Amazon Bedrock AgentCore Gateway
A practical comparison of AI gateway layers as of 2026-04-12, showing where Vercel AI Gateway, Cloudflare AI Gateway, and Amazon Bedrock AgentCore Gateway belong in the stack.
2026-04-12 · 4 min read #ai-platform#ai-gateway#comparison#vercel#cloudflareOpenAI Responses API and Agents SDK Practical Guide: How Teams Should Redraw Their Architecture in 2026
A practical guide to OpenAI Responses API and Agents SDK based on the March 11, 2025 launch, focused on architecture choices, when to keep Chat Completions, when to move off Assistants API, and how built-in tools plus tr
2026-04-12 · 10 min read #openai#responses-api#agents-sdk#ai-agent#chat-completionsGemini 2.5 for Developers: A Practical Guide to Pro, Flash, and Flash-Lite
A practical guide to Gemini 2.5 as of April 12, 2026, covering how to choose Pro, Flash, or Flash-Lite, how reasoning changes workflow design, and what teams should actually ship in production.
2026-04-12 · 6 min read #google#gemini#gemini-2-5#coding#agentic-coding