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29 articles on AI engineering, sorted newest first. Use the filter below to narrow by topic.

2026

Claude Agent SDK Cost Tracking: A Practical Guide (2026)

How to measure what your Claude Agent SDK workload really costs before the June 15, 2026 credit change, with code, caveats, and a sizing decision.

#claude-agent-sdk#tutorials

Jun 5

Microsoft RAMPART for Claude Agents: A Hands-On Guide (2026)

Microsoft released RAMPART on May 20, 2026, a pytest-native safety testing framework for AI agents. Here is how to apply it to your Claude agents today.

#ai-agents#claude-agent-sdk#tutorials

May 25

NSA MCP Security Guidance: A Developer's Action List (2026)

The NSA published MCP security guidance on May 20, 2026. Here are the four named controls, the threats they address, and what to do in your server today.

#mcp#tutorials

May 24

Claude Agent SDK vs Vercel AI SDK 6: Which to Pick (2026)

A practical side by side look at the Claude Agent SDK and Vercel AI SDK 6 for production AI agents in 2026, with code, defaults, and a clear pick.

#claude-agent-sdk#ai-agents#tutorials

May 23

Claude Code Slow or Worse? How to Diagnose and Fix It (2026)

If Claude Code feels slower or less capable, here is how to diagnose your setup and the fixes that actually work, calmly explained with no hype.

#claude-code#tutorials

May 23

CannotPullContainerError in ECS: 7 Causes and Fixes (2026)

The CannotPullContainerError in ECS comes from one of seven causes. Read the exact message, match it here, and apply the fix for that specific cause.

#aws#ecs#devops

May 20

AWS Copilot CLI End of Support: Migration Guide for 2026

AWS Copilot CLI reaches end of support on June 12, 2026. What AWS recommends migrating to, how to choose, and a service-by-service map.

#aws#ecs#devops

May 19

Claude Code /goal and Agent View: A Practical Guide

What Claude Code's /goal command and Agent View do, how they work together, how to write a completion condition that holds, and when to actually use them.

#claude-code#ai-agents#tutorials

May 19

How Anthropic's Own Teams Use Claude Code

A plain-English breakdown of Anthropic's internal report on how its own teams use Claude Code: the real workflows, the numbers, and what you can copy.

#claude-code#ai-agents#tutorials

May 19

What Is AWS ECS Express Mode (and When to Use It)

A plain-English guide to Amazon ECS Express Mode: what it is, the three inputs it needs, the infrastructure it builds, its limits, and when to use it.

#aws#ecs#devops

May 19

What Is AWS ECR and How It Works (Beginner Guide)

A plain-English guide to Amazon ECR: what it is, the push and pull flow, IAM auth, lifecycle policies, image scanning, pull-through cache, and cost.

#aws#ecr#devops

May 18

What Is AWS ECS and How It Works (Beginner Guide)

A plain-English guide to Amazon ECS: what it is, how it differs from EC2, what ECR does, when to use it, and the full container deployment flow.

#aws#ecs#devops

May 18

Claude Code Ultraplan: A Hands-On Guide for 2026

Claude Code Ultraplan moves your planning to the cloud while your terminal stays free. Here is what it does, how to use it, and when it actually helps.

#claude-code#tutorials#ai-agents

May 15

Claude Code vs Cursor: 90 Days With Both in 2026

I used Claude Code and Cursor side by side for three months on production work. Here is where each one wins, where it loses, and the one I kept.

#claude-code#cursor#comparisons

May 15

Claude Code Dreaming Explained: A Friendly Guide to AutoDream

What Claude Code Dreaming is, how AutoDream consolidates your memory files between sessions, what the /dream command does, and when to trigger it by hand.

#claude-code#tutorials#ai-agents

May 13

Claude Code Outcomes: A Friendly Guide to Rubric-Graded Agents

How Claude Code Outcomes work, why a separate grading agent improves agent quality, and how to write a rubric that catches the failures you actually care about.

#claude-code#tutorials#ai-agents

May 13

Claude Code Routines: 7 Real Workflows You Can Set Up Today

What Claude Code Routines are, how scheduled, API, and GitHub triggers work, and seven practical workflows you can copy into your own setup this week.

#claude-code#tutorials#ai-agents

May 13

Claude Code: Skills vs MCP vs Subagents vs Hooks (2026)

A plain-English comparison of Claude Code skills, MCP servers, subagents, and hooks. When to pick each, with a decision tree, code, and common confusion.

#claude-code#tutorials#ai-agents

May 9

Claude Managed Agents: A Production Tutorial for 2026

Build your first Claude Managed Agent step by step: agent, environment, session, streaming events, rate limits, and the production gotchas no one mentions.

#claude-agent-sdk#ai-agents#tutorials

May 9

MCP Server Security: Auth, Rate Limits, Audit Logs (2026)

How to secure a Model Context Protocol server in production: OAuth 2.1, RFC 8707 audience binding, rate limiting, audit logs, and the mistakes I keep seeing.

#mcp#tutorials#ai-agents

May 9

Claude Code Skills: A Practical Guide for 2026

What Claude Code Skills are, how to write your first SKILL.md, where skills live, and how they compare to slash commands and subagents.

#claude-code#tutorials#ai-agents

May 5

Claude Mythos Explained: Who Has Access and Why It Matters

What Claude Mythos is, who got access through Project Glasswing, the zero-days it has already found, and what its arrival means for security teams in 2026.

#claude-agent-sdk#ai-agents#tutorials

May 5

WhatsApp Liquid Glass Design: A Plain Guide for iOS 26 Users

A practical guide to the WhatsApp Liquid Glass design on iOS 26: what changes, how to enable it, and what to do if it has not arrived yet.

#whatsapp#ios#design

May 5

Claude Code Hooks: A Friendly Guide for Beginners

Hooks let Claude Code run small commands before and after it does things. This guide explains what they are, how to set them up, and the few mistakes to avoid.

#claude-code#tutorials#ai-agents

May 4

Claude Agent SDK vs LangChain: An Honest Comparison

A calm side by side look at the Claude Agent SDK and LangChain for production AI agents, written by someone who has shipped both.

#claude-agent-sdk#ai-agents#tutorials

May 4

Top 15 MCP Servers Worth Installing in 2026

A friendly, hands-picked list of the best MCP servers to use in 2026, with notes on what each one does, who it is for, and when it actually helps.

#mcp#ai-agents#tutorials

May 4

How to Build Your First MCP Server, Step by Step

A short and friendly walk through of building a Model Context Protocol server in Node.js. Plain code, no jargon, and the small mistakes to watch for.

#mcp#tutorials#claude-code

May 4

Agentic RAG: A Friendly Tutorial With Real Code

Learn what agentic RAG is, how it differs from traditional RAG, and how to build one with the Claude Agent SDK and pgvector. Step by step, with full code.

#rag#ai-agents#tutorials

May 4

Claude Opus 4.7 vs GPT-5: A Calm, Honest Comparison

A side by side look at Claude Opus 4.7 and GPT-5 in 2026, with notes on coding, reasoning, long context, vision, agent work, speed, and price.

#claude-agent-sdk#ai-agents#tutorials

May 4