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Dynamic Workflows in Claude Code: When the AI Writes Its Own Orchestration

by daniel
claude-code dynamic-workflows ai-agents developer-tooling anthropic

Dynamic Workflows in Claude Code: When the AI Writes Its Own Orchestration

Most of us still build our agent workflows by hand: send a prompt, copy the output, paste it into the next prompt, correct, repeat. With Dynamic Workflows, Anthropic inverts this pattern — Claude writes the orchestration itself. An assessment of what changes technically and when the effort is worthwhile.


The Real Turning Point Is Hidden in an Example

Jarred Sumner ported the JavaScript runtime Bun from Zig to Rust. Roughly 750,000 lines of Rust, 99.8 per cent of the existing test suite passing, eleven days from the first commit to the merge. Not by hand, and not in a long pair-programming session with Claude, but using Dynamic Workflows — the orchestration feature that Anthropic released on 28 May 2026 alongside Claude Opus 4.8 as a Research Preview.

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The .claude/ directory is not a black box – it is your control centre

by daniel
Claude Code AI Engineering Developer Tools Claude Productivity

The .claude/ directory is not a black box – it is your control centre

There is a moment almost everyone who starts using Claude Code in earnest will recognise: at some point you notice a .claude/ directory appear in the project root. You open it briefly. You take a look inside. You close it again. And you carry on as before.

That is an expensive mistake – not in money, but in wasted control.

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The IDE in the Age of Autonomous Development Agents – Market Analysis March 2026

by daniel
IDE AI Agents SDD BMAD Claude Code Cursor Spec-Driven Development Developer Tools 2026

The IDE in the Age of Autonomous Development Agents – Market Analysis March 2026

The use of a classic IDE – whether VS Code, Cursor, Windsurf or JetBrains – is being fundamentally called into question by a growing number of teams. SDD/TDD frameworks such as Superpowers, BMAD or GSD are increasingly finding their way into established companies and product developments. Is the end of the IDE as we know it foreseeable? An in-depth market analysis.

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Anthropic Academy: 13 Free Courses for AI-Powered Software Development

by daniel
anthropic claude ai-education developer-training mcp claude-code free-courses

Anthropic Academy: 13 Free Courses for AI-Powered Software Development

As an instructor at the FFHS and other higher technical colleges, it matters to me not only to stay at the cutting edge myself, but also to pass on the best learning resources to my students. Today I would like to share a resource that I recommend to anyone who wants to engage seriously with AI-powered software development: the Anthropic Academy.

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Claude Code Configuration: 50+ Settings You Should Know

by daniel
anthropic claude-code developer-tools configuration productivity ai-coding

Claude Code Configuration: 50+ Settings You Should Know

“I’ve been using Claude Code for a while now, but I had no idea you could configure all of this!” – I hear this regularly from developers in my courses. Time to change that.

Claude Code is far more than an AI coding assistant. It is a highly configurable development tool with over 50 environment variables, hierarchical settings levels and granular permission controls. In this article I will show you the most important configuration options.

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Claude Code Security: Anthropic's New AI Tool Shakes Up the Cybersecurity Industry

by daniel
anthropic claude-code cybersecurity ai-security vulnerability-scanning devops appsec

Claude Code Security: Anthropic’s New AI Tool Shakes Up the Cybersecurity Industry

On 20 February 2026, Anthropic unveiled Claude Code Security, a new feature that has thrown the cybersecurity world into turmoil. The markets reacted immediately: CrowdStrike fell by 8%, Cloudflare by 8%, Palo Alto Networks by 6%. What is behind it – and what does it mean for development teams?

What Is Claude Code Security?

Claude Code Security is a new feature in Claude Code that scans codebases for security vulnerabilities and proposes targeted patches. The decisive difference from conventional tools: it does not work rule-based.

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