agentic coding Articles

Designing CLAUDE.md correctly: The 2026 architecture that finally makes Claude code work

Why does Claude Code feel useless to most developers? Because most only configure 1 of 4 layers. They run /init, get a generic CLAUDE.md and wonder why Claude hallucinates file structures, recommends wrong libraries and...

Agentic Coding Tools 2026: The 7 frameworks that will take your development to a new level

Forget individual AI autocomplete suggestions. The future belongs to agents that plan, orchestrate and deliver autonomously. The year is 2026, and the AI coding landscape has completely changed in the last twelve months. Away from simple code completion. Towards...

Agent harness: Why 90% AI agents fail and how you can do better

Executive Summary 90% of developers change the AI model when their agent makes mistakes. This is the wrong strategy. The AI agent is not the model. The agent is the harness - the software infrastructure that makes the model productive. This harness consists of...

The ultimate Supermaster prompt: When APEX meets Boris Cherny

The quality of your AI-supported software development stands and falls with a single factor: the system prompt. While development teams in companies work with AI IDEs such as Cursor, Windsurf or Cline on a daily basis, many overlook a fundamental fact: these...