Announcement May 4, 2026

A2A in Production is in Early Access

Twelve chapters on running multi-agent systems after the v0 - orchestration, auth across agent boundaries, federated memory, partial failure. Four chapters readable today, eight as drafts complete. PDF + EPUB + free updates. $39.

Announcement May 4, 2026

Semantic Search in Production is Out

Twelve chapters on the discipline of retrieval after the v0 - hybrid search done seriously, eval that doesn't go stale, drift, and the re-embedding plan you wish you'd written before the model upgrade. PDF + EPUB + free updates. $39.

Announcement May 3, 2026

MCP in Production is Out

Twelve chapters of practitioner-grade MCP server engineering, drawn from shipping fourteen @yawlabs/* servers. Protocol, transport, schema, auth, error handling, hosting, security, four case studies. PDF + EPUB + free updates. $39.

Announcement May 3, 2026

Claude Code in Production is Out

Twelve chapters of operator-side discipline for running Claude Code as your daily driver. The CLAUDE.md contract, the harness, subagents, memory, capacity, scope, the seven hazards, and what survives across teams. PDF + EPUB + free updates. $39.

Announcement April 29, 2026

Yaw Forum is Live

forum.yaw.sh is live: self-hosted Discourse on AWS for support, tips, feature requests, and showcases. Why a forum, why now, and the boring stack behind it.

Guide April 22, 2026

Claude Code Yaw Mode

An opinionated bundle of rules, skills, and agents for Claude Code - layered, not forked. How the per-session overlay works, what's in the box, and the safety story behind sharing conversation history across sessions without ever clobbering it.

Guide April 22, 2026

Grading MCP Servers A to F: 88 Tests Against the Spec

MCP joined the Linux Foundation. 88 tests across 8 categories grade any MCP server A to F in 30 seconds. Open methodology, CC BY 4.0.

Guide April 21, 2026

Five Tailscale Audits I Now Answer in One Prompt

Five real audit questions - stale devices, "who broke DNS at 2am," ACL diffs, OIDC subject drift, key rotation - and how an agent composes the API calls to answer each in one turn. Plus the four design choices that keep it from turning into a footgun.

Guide April 20, 2026

Local vs Remote MCP Servers: When Each One Is Right

The honest tradeoff between local and remote MCP servers. When to run each, why the distinction matters for AI agents and teams.

Guide April 12, 2026

10 CLI Tools That Replaced My GUI Apps in 2026

I uninstalled ten GUI apps this year. These are the terminal tools that made them unnecessary.

Guide April 11, 2026

Tailscale on AWS: A Practical Guide to the Gotchas Nobody Warns You About

Real-world Tailscale gotchas on AWS: MagicDNS failures, subnet routing surprises, ACL lockouts, and the fixes that actually work.

Guide April 11, 2026

Manage Your Tailscale Tailnet from Claude Code

What the MCP server actually exposes - 99 tools across 16 areas, the safety hints, the profile presets, and how to install it in Claude Code, Cursor, or anything else that speaks MCP.

Opinion April 10, 2026

Why CloudFormation Wins When Terraform's License Is a Liability

Terraform is under the BSL and owned by IBM. CloudFormation has zero licensing risk, managed state, and day-one AWS support. The trade-off has flipped.

Guide April 10, 2026

We Built 9 Open Source MCP Servers - Here's What We Learned

What works, what's rough, and what we'd do differently after building MCP servers for Tailscale, SSH, Caddy, npm, and more.

Guide April 10, 2026

We Audited Every Process and Temp File in Our Electron App

A user sent us 27 performance findings. Here's what was real, what wasn't, and what you can't fix.

Opinion April 9, 2026

The LiteLLM Supply Chain Attack: What Every Developer Needs to Know

A poisoned GitHub Action compromised a popular AI package. 40,000 downloads in 40 minutes. Your CI/CD pipeline is an attack surface.

Opinion April 9, 2026

Your CLAUDE.md Is Lying to Your Agent

AI agents trust your context files blindly. ctxlint catches stale paths, wrong commands, and wasted tokens.

Tutorial April 8, 2026

Lambda Durable Functions: Do They Replace Step Functions?

AWS Lambda can now pause, checkpoint, and resume. Here's when Durable Functions replace Step Functions and when they don't.

Opinion April 7, 2026

The Vibe Coding Backlash Is Real: What the Data Says

A METR study found developers are 19% slower with AI tools. AI code has 2.74x more vulnerabilities. 72% reject vibe coding. Here's why.

Comparison April 7, 2026

Yaw vs Ghostty: Terminal Comparison

A fast native terminal vs a full developer workstation. Different philosophies, real trade-offs.

Opinion April 6, 2026

IBM Bought HashiCorp and 38% of Terraform Users Want Out

The BSL license change was the crack. The IBM acquisition was the earthquake. Now the IaC landscape is fracturing.

Guide April 5, 2026

SSH Just Works in Yaw

Yaw automatically starts ssh-agent and loads your keys. Git push, GitHub, and SSH connections work out of the box.

Opinion April 5, 2026

When an ALB Can Replace Nginx (and When It Can't)

An AWS ALB handles routing, SSL, health checks, and redirects natively. Here's when you can drop Nginx and when you still need it.

Opinion April 3, 2026

Why eksctl Is the Underrated, Killer Tool for EKS

eksctl handles EKS clusters, nodegroups, IRSA, and upgrades in one YAML file. Even alongside Terraform.

Tutorial April 1, 2026

How to Connect Locally to RDS, Elasticache & DynamoDB with Tailscale

One small EC2 instance replaces all your SSH tunnels, bastion hosts, and VPN clients.

Tutorial March 29, 2026

How to Use AI CLI Tools: Claude Code, Codex, and Gemini CLI

A practical guide to the major AI CLI tools, what they do, and how to set them up.

Guide March 26, 2026

Best Terminal Emulators for Windows in 2026

A practical comparison of the top terminal emulators available on Windows today.

Opinion March 23, 2026

Why Isolated Stacks Beat Nested Stacks in CloudFormation

Nested stacks promise reusability but deliver coupled blast radius. Isolated stacks with parameter sharing are simpler and safer.

Opinion March 20, 2026

The Terminal I Wished Existed, So I Built It

A decade of terminal frustration, six tools that should have been one, and why AI changed the math on building it myself.

Comparison March 17, 2026

Yaw vs DBeaver: Do You Need a Separate Database Client?

DBeaver is the go-to database GUI. But what if your terminal already has a database client built in?

Comparison March 14, 2026

Yaw vs MobaXterm: SSH Terminals for Windows Compared

MobaXterm has been a Windows SSH staple for years. We compare it to yaw's modern approach.

Comparison March 12, 2026

Yaw vs Termius: SSH Management Compared

Both manage SSH connections, but one is a full terminal. Here's how they differ.

Comparison March 10, 2026

Yaw vs Tabby: Cross-Platform Terminal Comparison

Both are Electron-based and cross-platform. We compare features, connections, and AI support.

Comparison March 2, 2026

Yaw vs Warp: A Modern Terminal Comparison

Two modern terminals with AI built in. We compare privacy, features, platform support, and pricing.

Comparison February 28, 2026

Yaw vs Windows Terminal: Which One Should You Use?

Windows Terminal is free and built in. Yaw adds SSH management, database connections, and AI. When does the upgrade make sense?

Tutorial February 26, 2026

How to Manage SSH Connections Across Multiple Servers

Practical approaches to organizing SSH access when you're managing dozens of servers.

Comparison February 24, 2026

Yaw vs iTerm2: Mac Terminal Comparison

iTerm2 is the macOS default for power users. Yaw brings connections, AI, and cross-platform parity. We compare the two.

Opinion February 19, 2026

Why Your Terminal Shouldn't Phone Home

Your terminal sees everything. Here's why usage tracking in terminal apps deserves more scrutiny.

Tutorial February 5, 2026

Best Terminal for Claude Code in 2026

Claude Code runs in your terminal. Which terminal gives you the best experience?

Guide January 29, 2026

Best SSH Connection Managers in 2026

Tools for organizing and managing SSH connections across servers, from standalone apps to terminal-integrated solutions.

Guide January 22, 2026

Best Terminals with Built-in AI in 2026

Terminal emulators that integrate AI assistants natively. What's available and how they compare.

Guide January 15, 2026

Best Terminal Emulators for macOS in 2026

From the built-in Terminal.app to modern alternatives. Here are the best options for Mac.