AI Development Articles
Browse 127 articles about AI Development.
Claude Opus 4.7: What Developers Actually Need to Know
Claude Opus 4.7 brings major gains in agentic coding, visual reasoning, and document analysis. Here's what changed and what regressed.
Codex as a Super App: OpenAI's Bet on the Everything App for Developers
OpenAI is turning Codex into a super app with computer use, image generation, an in-app browser, and 90+ plugins. Here's what that means for developers.
The Hidden Cost of AI-Assisted Development: What Your Coding Agent Isn't Telling You
AI coding agents recommend services, set defaults, and make infrastructure choices you never review. Here's what that costs and how to stay in control.
What Is a Dark Factory Codebase? The Future of Autonomous Software Development
A dark factory is a codebase where AI agents plan, implement, test, and ship code with no human review. Here's how it works and whether it's ready.
What Is the Jagged Frontier? Why AI Models Improve Unevenly
The jagged frontier explains why AI models excel at hard tasks while failing simple ones. Understanding it helps you pick the right model for each job.
Claude Code Skills vs Slash Commands: When to Use Each
Claude Code Skills auto-invoke based on context while slash commands require manual triggers. Learn the difference and when each approach wins.
Claude Opus 4.7 Review: What's Actually New and Who Should Upgrade
Claude Opus 4.7 brings stronger agentic coding, visual reasoning, and document analysis. Here's what changed and whether it's worth switching.
Codex vs Claude Code: Which AI Coding Agent Should You Use in 2026?
OpenAI's Codex and Anthropic's Claude Code both offer agentic coding with computer use. Compare features, autonomy, and real-world performance.
How to Set Up a Claude.md File That Actually Works
The claude.md file is your AI agent's system prompt. Learn the five-question framework for writing one that keeps Claude focused across every session.
What Is a Dark Factory? The AI Coding Pattern That Ships Code Without Human Review
A dark factory is a codebase managed entirely by AI agents. Learn the five levels of AI coding autonomy and how to build one responsibly.
What Is Context Rot in AI Agents and How Do You Prevent It?
Context rot degrades AI agent output as sessions grow longer. Learn how skills, planning frameworks, and reference files keep Claude Code on track.
7 Things You Must Have Before Deploying an AI Agent to Production
Before shipping a multi-user AI agent, you need model control, guardrails, budget limits, and evals. Here's the production-readiness checklist that matters.
Claude Code Skills: How to Build Standard Operating Procedures for Your AI Agent
Claude Code skills are reusable process documents that load context at the right time. Learn how to build skills that produce expert-level outputs.
Claude Code vs Claude Co-Work: Which Should You Use for Your Business?
Claude Code and Claude Co-Work share the same engine but differ in interface and power. Learn which tool fits your workflow and when to use each.
Claude Opus 4.7 Benchmark Breakdown: Vision, Coding, and Financial Analysis
Claude Opus 4.7 posts major gains in visual reasoning, SWE-bench coding, and financial analysis. Here's what the benchmarks mean for real-world use cases.
Claude Opus 4.7 vs Opus 4.6: What Actually Changed and Should You Upgrade?
Claude Opus 4.7 brings major coding and vision improvements over 4.6, but costs more tokens. Here's what changed and whether the upgrade is worth it.
Claude Sonnet 4 and Opus 4 Deprecation: What You Need to Do Before June 15
Anthropic is retiring Claude Sonnet 4 and Opus 4 on June 15, 2026. Here's what's changing, which models to migrate to, and how to update your API calls.
Context Rot in AI Coding Agents: What It Is and How to Prevent It
Context rot degrades AI agent output quality as sessions grow longer. Learn how skills, planning frameworks, and file-based memory keep Claude Code on track.
GSD Framework for Claude Code: How to Plan and Build Full Applications
The GSD framework breaks large Claude Code projects into plan, execute, and verify phases. Learn when to use it and how it prevents context degradation.
How to Migrate From Claude Opus 4.6 to Opus 4.7
Opus 4.6 is being deprecated June 15, 2026. Here's a practical guide to migrating your workflows, API calls, and agents to Opus 4.7 without breaking things.