What Your Agent Is Doing When You're Not Watching
AI agents don't fail loudly — they fail invisibly. What observability means in practice, how to set it up, and why it matters for builders and users alike.
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2026
What Agents Need (And What They Actually Are)
An agent is four components: LLM, tools, loop, stopping condition. Simple. What it actually needs to work is a longer list, and most (legal) tech wasn't designed to provide it.
Read moreThe 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.
Read moreThe 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.
Read moreThe 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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