#beginner
22 posts tagged beginner.
What is vibe coding, really?
Vibe coding means describing what you want and letting an AI agent write the code. Here is what that actually looks like, what it is genuinely good for, and the three ways it goes wrong.

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.

What Google's ADK for Kotlin 1.0 Means for Beginners Building AI Agents
Google's ADK for Kotlin 1.0 simplifies building AI agents for Android and server-side applications, making it easier for beginners to create production-ready AI tools.

How to Evaluate and Improve AI Coding Agents Effectively
Learn how to move beyond end-to-end benchmarks and use behavioral evaluations to iteratively improve AI coding agents.

How GPT-6 Astra Helps Devin Test Its Own Code
Cognition uses GPT-6 Astra to automate testing and improve code review efficiency in its Devin software engineering agent.

OpenAI's Zero Data Retention changes how you build private AI apps
OpenAI now keeps no record of your API requests unless you opt in, with new safeguards that spot risks across conversations without storing content.

How Google’s Agent Development Kit Secures AI Agents for Beginners
Learn how Google’s Agent Development Kit helps you build secure AI agents with zero-trust architecture, even as a beginner.

Why Go is the best language for AI-assisted coding
Google explains why Go's design makes it uniquely suited for working with AI coding assistants - and what that means for beginners.
Claude Managed Agents now run in your own sandbox and connect to private networks
Self-hosted sandboxes and MCP tunnels let Claude agents work securely with your private data and services—here's what changes for builders.

MCP Stateless Updates Make AI Agents Scale Better
Google's MCP stateless updates remove session bottlenecks, making AI agents more scalable and easier to deploy in production.

Claude's new Apple integration changes how you build iOS apps with AI
Claude now works with Apple's Foundation Models framework, letting Swift developers combine on-device AI with Claude's reasoning in one workflow.

Agent Plugins standardize how AI coding tools share components
A new open format packages AI agent skills and tools together without locking them to one platform.

Claude Code artifacts turn AI sessions into shareable web pages
Claude Code can now package your AI coding sessions as live web pages that update automatically, making collaboration easier.
How to review code you did not write and cannot read
You do not need to know the language to catch most agent mistakes. Five checks that work on any diff, in any language, in under two minutes.