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Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 3525 posts
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Building 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#worktreeAzure AI Foundry Agent Service Practical Guide: Enterprise Deployment Decisions for 2026
A practical, current guide to Azure AI Foundry Agent Service for enterprise teams, focused on why managed agents matter, how the tool catalog and remote MCP servers work, and how to make rollout decisions around tracing,
2026-04-12 · 5 min read #azure#azure-ai-foundry#agent-service#ai-agent#mcpOpenAI, Azure, and AWS: An Enterprise Agent Observability and Evals Comparison Guide
A practical comparison of agent observability, evaluations, dashboards, and OpenTelemetry integration across OpenAI, Azure, and AWS, with rollout guidance for platform, product, and infra teams.
2026-04-12 · 4 min read #openai#azure#aws#observability#evaluationLlamaIndex Workflows Practical Guide: How to Ship Event-Driven Agents and RAG to Production
A practical guide to LlamaIndex Workflows for event-driven agent and RAG design, with observability, human-in-the-loop patterns, and production rollout guidance through LlamaDeploy.
2026-04-12 · 5 min read #llamaindex#workflows#agent-workflow#rag#observabilityCloudflare Agents and Durable Objects for AI Apps: A Practical Guide
A practical 2026 guide to Cloudflare Agents and Durable Objects for AI apps, covering the architecture, why state and long-running work matter, how it differs from stateless serverless, and a rollout checklist.
2026-04-12 · 7 min read #cloudflare#cloudflare-agents#durable-objects#ai-agent#mcpGPT-5 for Developers: A Practical Guide to Agentic Coding, Tools, and Cost Control
A practical guide to GPT-5 for developers, covering what changed from earlier workflows, how to choose model sizes and controls, and how to ship agentic coding systems with better latency and cost discipline.
2026-04-12 · 7 min read #openai#gpt-5#coding#agentic-coding#tool-useClaude Code Team Workflows Guide: How to Run a Terminal-First Agent Safely
A practical guide to Claude Code’s terminal-first workflow, showing how teams should split settings, memory, subagents, and hooks, and how that differs from GitHub-hosted background agents.
2026-04-12 · 4 min read #anthropic#claude-code#terminal-ai#subagents#hooks2026 Healthcare & Biotech Trends — GLP-1, Gene Therapy, AI Diagnostics, Digital Health
The GLP-1 revolution, CRISPR gene therapy, AI medical diagnostics, and digital health platforms — the frontlines of healthcare and biotech in 2026.
2026-04-11 · 14 min read #culture#healthcare#biotech#glp-1#gene-therapyClimate Change, Energy Transition, and Space Exploration -- The 2026 Science Frontline
A comprehensive overview of the 2026 science frontier: latest climate data, the renewable energy transition, SpaceX Starship progress, and the Artemis lunar program.
2026-04-11 · 22 min read #culture#climate#energy#space#science2026 Global Economy Outlook — Trade War, Interest Rates, Real Estate, and Investment Strategies
Where is the global economy heading in 2026? A comprehensive analysis covering the US-China trade war, tariffs, interest rate shifts, Korean real estate and stock markets, and investment strategies.
2026-04-11 · 14 min read #culture#economy#global#trade-war#interest-rate2026 Semiconductor Industry Trends — 1nm Process, HBM4, AI Chip Wars, US-China Tensions
Samsung 1nm process announcement, NVIDIA B200, Intel-Google partnership, HBM4 competition, and US-China semiconductor tensions — everything about the 2026 semiconductor industry.
2026-04-11 · 15 min read #ai#semiconductor#samsung#tsmc#nvidia2026 Cybersecurity Trends — AI Threats, Ransomware, Cloud Security, Zero Trust
Analyzing the 2026 cybersecurity landscape. From AI-powered attacks and ransomware evolution to cloud security vulnerabilities, zero trust architecture, and post-quantum cryptography readiness.
2026-04-11 · 13 min read #ai#cybersecurity#ransomware#zero-trust#cloud-security2026 AI & Tech Trends -- Agentic AI, GPUaaS, Sovereign AI, and Quantum Computing
A comprehensive overview of the defining tech trends of 2026: Agentic AI, GPU as a Service, Sovereign AI, quantum-safe cryptography, AI chip competition, and hiring trends.
2026-04-11 · 13 min read #ai#trends#ai-agent#gpu#quantum