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Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 3517 posts
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The Complete Business Terminology Guide & Startup Handbook — Everything You Need to Launch a Company
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
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-codingBuilding Multi-Model Apps with Vercel AI SDK 6 and AI Gateway: A 2026 Practical Guide
A practical guide to building multi-model AI apps in 2026 with Vercel AI SDK 6 and AI Gateway, covering agents, MCP, provider routing, fallbacks, human approval, and a Next.js adoption checklist.
2026-04-12 · 7 min read #ai-platform#ai-sdk#ai-gateway#multi-model#fallbacksPydanticAI Practical Guide: Why Python Teams Adopt It for Production Agents in 2026
A practical guide to PydanticAI for teams that need Python-first agent systems, model portability, durable workflows, observability, and evaluation in production.
2026-04-12 · 6 min read #pydantic#pydantic-ai#python#ai-agent#mcpGoogle Agent Development Kit Practical Guide: When ADK Is the Right Choice for Enterprise Agents
A practical guide to Google Agent Development Kit for teams evaluating agent frameworks, with a focus on context management, callbacks, multi-agent composition, and rollout decisions.
2026-04-12 · 6 min read #google-adk#agent-development-kit#ai-agent#multi-agent#session-statePrompt Caching for Agent Apps: A Practical Guide to Lower Cost and Latency
A practical guide to prompt caching for agent applications, including why it matters, how OpenAI and Anthropic differ, prompt structuring patterns, ROI scenarios, common mistakes, and a migration checklist.
2026-04-12 · 7 min read #prompt-caching#latency#cost-optimization#ai-agent#llmopsMastra Practical Guide: Why TypeScript Teams Adopt It for Production AI Agents in 2026
A practical guide to Mastra for TypeScript teams that need agents, memory, workflows, observability, evals, and production deployment in one open-source stack.
2026-04-12 · 6 min read #mastra#typescript#ai-agent#mcp#memoryBrowser and Computer-Use Agents in Practice: Architecture, Guardrails, and an Adoption Checklist for 2026 Teams
A practical guide to browser and computer-use agents for developers and product teams, covering why the category matters now, which architectures work, where the risks are, and how to adopt safely.
2026-04-12 · 9 min read #ai-platform#ai-agent#browser-agent#computer-use#automationGitHub Copilot Coding Agent Practical Guide: Rolling Out the Cloud Background Agent Safely
A practical guide to the latest Copilot cloud agent workflow, with rollout advice for teams, the guardrails that matter, and how it compares with terminal-first tools like Claude Code.
2026-04-12 · 5 min read #github#copilot#coding-agent#cloud-agent#pull-requestCursor Practical Guide: Turning Background Agent, Memories, Bugbot, and Worktrees into Team Habits
A practical guide to adopting Cursor in day-to-day developer workflows, with clear guidance on Background Agent, Memories, Bugbot, worktrees, and rollout habits that teams can actually keep.
2026-04-12 · 4 min read #cursor#background-agent#bugbot#memories#worktree