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

2026

Claude Agent SDK Credit Pool: A Plain Guide to the June 15 Change

On June 15 Anthropic split Agent SDK billing into a separate monthly pool. Plain guide to what changed, what breaks, and how to keep your tools running.

#claude-agent-sdk#claude-code#tutorials

Jun 16

Why Is Claude Fable 5 Currently Unavailable? What We Know

Claude Fable 5 and Mythos 5 were pulled on June 12 after a US Commerce Department order. Plain guide to what happened, why, and what to do next.

#claude#anthropic#ai-agents

Jun 16

MCP Apps Explained: Interactive UIs for MCP Servers (2026)

What MCP Apps are, how they let MCP servers ship interactive UIs to hosts, the security model, and what to prepare for before the July 28 spec lands.

#mcp#tutorials#ai-agents

Jun 8

MCP Apps vs OpenAI Apps SDK: When to Pick Which (2026)

A plain guide to MCP Apps and the OpenAI Apps SDK in 2026, how they actually relate, the honest differences, code from both sides, and a clear way to pick.

#mcp#ai-agents#tutorials

Jun 8

Deployment Strategies: Recreate, Rolling, Blue-Green, Canary, A/B

Learn the five deployment strategies (recreate, rolling, blue-green, canary, A/B) with diagrams and pick the right one for your next release without guessing.

#devops#kubernetes#tutorials

Jun 6

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? 7 Real Fixes for /doctor, /compact, and MCP Bloat

Claude Code feels slow when context bloats, MCP tools chain in loops, or memory files grow. See the seven fixes with /doctor and /compact walkthroughs.

#claude-code#tutorials

May 23

CannotPullContainerError on ECS Fargate: 7 Root Causes and Fixes

Seven causes of CannotPullContainerError on ECS Fargate: IAM, networking, image tag, architecture, disk, Docker Hub, VPC endpoints. Match the cause and fix it.

#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? (vs Fargate and App Runner)

ECS Express Mode takes one container image and builds the load balancer, HTTPS URL, auto scaling, and monitoring. See when to use it vs Fargate or App Runner.

#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 AutoDream: MEMORY.md Cleanup and the /dream Command

AutoDream cleans Claude Code's MEMORY.md between sessions. /dream runs it on demand. See what gets rewritten and how to turn it off.

#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

How to Build a Claude Code Skill: SKILL.md Format and Setup

Build your first Claude Code skill. See the SKILL.md format, where skills live on disk, the YAML frontmatter fields, and how to test the skill.

#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

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

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

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

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

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

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