Blog
What's new with AI coding agents, and how to actually use them — short and to the point.
Deep guides
Where to start — long-form walkthroughs from zero.
Claude Code models, effort and fast mode: which knob to turn, and when
Claude Code in a dev container: three layers, and what they do not protect
CLAUDE.md that scales: @imports, per-folder rules and what actually loads
Claude Code hooks: PreToolUse guards and three recipes that pay off
Subagents, workflows or agent teams: how to choose in Claude Code
Claude Code worktrees: run parallel sessions without collisions
What is vibe coding, really?
Latest
How Agent Distraction Impacts AI Coding Efficiency
Learn how obsolete TODOs and bug references in codebases distract AI agents, increasing costs and delays in coding tasks.
Claude Code 2.1.311: what's new
Claude Code 2.1.311 improves startup speed, session handling, and accessibility, with better shell command feedback and model effort adjustments.
Google Play Services LiteRT Boosts GPU Speed and Reduces App Size
LiteRT in Google Play Services now offers faster GPU inference and smaller app sizes, making it easier to run custom ML models on Android.
Build Generative UI Apps with A2UI and CopilotKit Agents
Learn how A2UI and CopilotKit Agents enable dynamic, interactive interfaces for AI-driven applications.
How Agents CLI Helps You Catch and Fix AI Agent Regressions
Learn how Agents CLI's evaluation tools help you systematically improve your AI agents by catching regressions and measuring changes.
A2UI gets faster with swappable formats and decision models
A2UI now lets you choose how models generate UI layouts, with new formats that cut latency by up to 80x for common screens.
Claude Code 2.1.308: what's new
Claude Code 2.1.308 improves API versioning, subagent coordination, and recovery from errors, with better settings control and sign-in experience.
Agents CLI Adds Framework Flexibility with Extension System
Google's Agents CLI introduces an Extension System that lets developers use any agent framework, from ADK to LangChain, without forking the tool.
API Gateway adds streaming for real-time and AI APIs
Google Cloud's API Gateway now supports streaming endpoints, letting you serve real-time and AI APIs without splitting your infrastructure.
The Claude Code practicum on GitHub: 14 hands-on tasks with automatic checks
A free, open practicum for the Claude Code: Pro Level course: 14 tasks on a small real project that you do in your own terminal with the real Claude Code, while npm run check tells you what passed. Finish all 14 and you get a code for the Claude Code Practitioner badge.
Claude Code 2.1.304: what's new
Claude Code 2.1.304 brings new warnings for usage limits, changes to skill hooks and compaction, and removes the "(research preview)" label from `/fast` on Opus 5.5.
What Google's DPoP Security Update Means for Beginners Building with OAuth
Google now supports DPoP to secure OAuth refresh tokens against theft. Learn how this affects your authentication flows and when to adopt it.
What Amp's AI Agents Mean for Beginners Building Software
Amp's AI agents, powered by OpenAI models, are expanding what beginners can achieve in software development, from planning to design and beyond.
What Asana's 76x Cost Cut with GPT-6.1 Sol Means for Beginners Building AI
Asana optimized its browser agent workflow using GPT-6.1 Sol, cutting costs by 76x and speeding up runs 5x. Learn what this means for beginners building AI.
What Google's Ambient Quality Agent Means for Beginners Building AI
Google's Ambient Quality Agent (AQuA) helps diagnose production issues in AI agents, making it easier for beginners to maintain and improve their software.
How to Choose and Use GPT-6 Models for Building Software with AI
Learn how to select the right GPT-6 model for your project, optimize prompts, and manage long-running tasks effectively.
What GPT-6.1 Sol Means for Beginners Building AI Agents
GPT-6.1 Sol brings near-Astra performance at a fraction of the cost, making powerful AI agents more accessible for beginners.
What Google Cloud API Gateway's MCP Support Means for Beginners
Google Cloud API Gateway now lets you expose existing REST APIs as MCP tools without running separate servers. Here's what changes for beginners building AI agents.
Better Prompt Caching in GPT-6: What It Means for Beginners Building AI Agents
OpenAI's improved prompt caching in GPT-6 reduces costs and speeds up responses for AI agents handling complex tasks. Here's what beginners need to know.
What Agent Anomaly Detection Means for Beginners Building AI Agents
Agent Anomaly Detection adds a safety layer for AI agents, flagging risky behavior without slowing them down.