2026

The Vibe Coding Trap: Why 'Just Ask AI' Isn't Professional Development

Vibe coding is brilliant for prototypes, but production legal tools require engineering discipline. Here's why the difference matters, and what changes when you build with AI assistance.

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The Claude Legal Plugin Panic: Confusing the Foundation Layer for Competition

Anthropic's legal plugin announcement triggered panic in legal tech stocks. But it's not a disruption, it's a consolidation of existing capabilities.

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The Structured Data Mindset That Unlocks Legal Automation

Legal work is data work. Once you start seeing information as structured data instead of documents, you unlock automation, better knowledge management, and effective AI integration.

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2025

What Lawyers Can Learn From Developer Tools (And Why Your Legal Tech Is Blocking AI Adoption)

Developer tools reveal fundamental inefficiencies in how lawyers work with documents. The fix isn't just about productivity—it's about AI readiness.

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