Manual code reviews are slow. Pull requests wait hours or days for feedback. In this article, you will set up Claude to automatically review every PR in your GitHub repository, post comments on issues it finds, and approve clean code — all inside GitHub Actions. This is Article 24 in the Claude AI — From Zero to Power User series. You should know Build a Code Review Bot before this article. ...
In the previous tutorial, we learned about TypeScript configuration. Now let’s put everything together and build a complete CLI tool — a bookmark manager that stores, searches, and exports bookmarks from your terminal. This is the final project of the TypeScript tutorial series. We will use Commander for argument parsing, Zod for validation, chalk for colors, and TypeScript for type safety throughout. What We Are Building A CLI tool called bm (bookmark manager) with these commands: ...
In the previous tutorial, we learned about advanced TypeScript patterns. Now let’s learn about tsconfig.json — the configuration file that controls how TypeScript compiles your code. By the end of this tutorial, you will know every important compiler option, understand module resolution, set up path aliases, and configure project references for monorepos. What is tsconfig.json? tsconfig.json is a JSON file at the root of your project. It tells the TypeScript compiler: ...
In the previous tutorial, we learned about tRPC for end-to-end type safety. Now let’s learn about advanced patterns — techniques that experienced TypeScript developers use to write safer, more maintainable code. By the end of this tutorial, you will know discriminated unions for state machines, branded types for preventing ID mix-ups, the builder pattern for type-safe object construction, and type-safe event systems. Supporting Types Used in This Tutorial The examples below use a few shared types. Here they are for reference: ...
Writing blog posts takes hours. Research, outline, drafting, editing — it adds up. In this article, you will build an AI-powered blog writer that automates the process. Give it a topic, and it researches, outlines, and writes a complete article. This is Article 23 in the Claude AI — From Zero to Power User series. You should know Tool Use and Structured Output before this article. Architecture The blog writer follows a five-step pipeline: ...
In the previous tutorial, we learned about Zod for runtime validation. Now let’s learn about tRPC — a library that gives you end-to-end type safety from server to client without writing any API schema. By the end of this tutorial, you will know how to set up tRPC, create procedures, validate input with Zod, use it with Next.js, and understand when tRPC is the right choice. What is tRPC? tRPC lets you call server functions directly from the client with full type safety. No REST endpoints. No GraphQL schemas. No code generation. ...
In the previous tutorial, we learned about testing TypeScript with Vitest. Now let’s learn about Zod — a library that validates data at runtime and generates TypeScript types from schemas. By the end of this tutorial, you will know how to create Zod schemas, validate data, infer types, use transforms, and validate API requests and environment variables. Why Do You Need Zod? TypeScript types only exist at compile time. They disappear when your code runs. This means: ...
In the previous tutorial, we learned about TypeScript with Next.js. Now let’s learn about testing — how to write typed tests, mock dependencies, test async code, and even test your types. By the end of this tutorial, you will know how to set up Vitest, write tests with TypeScript, mock functions and modules, and use expectTypeOf to test types themselves. Why Vitest? Vitest is the modern choice for testing TypeScript projects. It has: ...
In the previous tutorial, we learned about TypeScript with Node.js and Express. Now let’s learn about TypeScript with Next.js — the most popular React framework for building full-stack applications. By the end of this tutorial, you will know how to use TypeScript with the App Router, Server Components, Server Actions, Route Handlers, and typed data fetching. Setting Up Next.js with TypeScript npx create-next-app@latest my-app --typescript cd my-app npm run dev Next.js has built-in TypeScript support. It generates a tsconfig.json automatically and compiles your code without any extra setup. ...
If you are building AI agents, you probably use several tools at once. One tool for evaluations. Another for tracing. A third for guardrails. Maybe a fourth for alerts. Each tool has its own dashboard, its own config, its own billing. Future AGI puts all four into one platform. It is open-source, self-hostable, and production-ready. The Problem with Tool Sprawl Here is a typical AI agent monitoring stack in 2026: ...