Today we're launching Thurgood, a platform that helps "vibe coding" attorneys and legal tech builders turn proof-of-concept applications into production-grade software. You can try it now at thurgood.law.
But this post isn't really about features. It's about the gap between building something useful and getting it into the hands of people who need it.
The Enterprise Software Hamster Wheel
Here's a familiar story: A law firm identifies a workflow problem. They evaluate vendors for six months. They pick one and spend another six months on implementation. Eighteen months later, they ask for a feature they desperately need. The vendor says it's on the roadmap. Maybe next year.
Meanwhile, the firm is paying six figures annually for software that almost does what they need.
Legal tech companies face the same trap from the other side. They're stitching together APIs from five different vendors, managing separate contracts, and spending engineering cycles on integration work instead of building their actual product.
Everyone's running on the hamster wheel. Nobody's getting where they want to go.
Vibe Coding Attorneys Are Showing What's Possible
Something shifted in the last year. Attorneys like Jamie Tso and Artur Serov have started building their own tools and open-sourcing them for others to learn from. Jamie's recent LegalQuant hack-a-thon showed off 20 amazing prototype, vibe-coded apps built by attorneys in just 7 days. They're proving what's possible when legal professionals take software development into their own hands.
But here's the thing: there's a significant gap between a working prototype and a production application that other legal professionals can actually use. Security hardening. Scalable infrastructure. Ongoing maintenance. Branding and distribution. These challenges require expertise most solo builders don't have.
Will every attorney build their own apps? Of course not. But the ones who do shouldn't have to become infrastructure experts to share what they've created.
That's where we come in. As a partner, not just a platform.
Your Sherpa From Experiment to Production
Thurgood serves as a sherpa through the journey from experiment to production.
Thurgood Cloud Agent can port any open source legal tech repository to case.dev infrastructure, making it production-grade and secure. From there, we partner with developers to set up their own domain, build their brand, and figure out monetization if that's of interest. The finished application gets included in the case.dev gallery, where other legal professionals can discover and use it.
You built something useful. We'll help you get it into the hands of the people who need it.
Production-Grade Infrastructure Under the Hood
When Thurgood Cloud Agent ports an application to case.dev, it gains immediate access to enterprise-grade infrastructure:
40+ AI models through a single endpoint. No more managing API keys across OpenAI, Anthropic, and Google. One integration, access to everything.
Production-ready services. Serverless databases, OCR, transcription, text-to-speech. The building blocks legal applications actually need, already wired up and ready to use.
Encrypted document storage with semantic search. Upload documents, search them by meaning, and build RAG applications. GraphRAG-powered knowledge retrieval is built in.
700+ legal skills. Authentication patterns, compliance workflows, practice-specific templates. Domain expertise encoded into reusable components from agentskills.legal.
Security is built in from day one: client data never trains AI models, code and data remain isolated, and applications can deploy behind firewalls with existing identity providers. GitHub integration supports code review workflows for teams that need it.
Building a New Legal Tech Ecosystem
The case.dev gallery creates a new distribution channel for legal technology. A solo practitioner who builds a client intake tool can reach thousands of attorneys. A paralegal who automates a workflow can share it with the profession. The barrier between "I built something useful" and "other people can use this" disappears.
"Vibe coding is the foot in the door to owning your destiny," said Max Sonderby, our Head of Product and Engineering. "Under the hood, it's battle-tested primitives under one compliance perimeter. That gives firms massive leverage in a way boards can get behind. It beats months of procurement to pay too much for software that gets 40% of the job done."
The Real Opportunity
Here's what gets me excited: we're not just launching a product. We're opening up a new model for how legal tech gets built and distributed.
Some firms will use Thurgood directly to solve workflow problems they've been waiting years to address.
Some legal tech companies will build on case.dev APIs and ship products faster than their competitors.
And some vibe coding attorneys will bring us their prototypes and we'll help them turn experiments into real products that reach the people who need them.
Whether you build from scratch or we help you get there, the direction is clear. The future of legal tech software development isn't waiting 18 months for a vendor roadmap. It's describing what you need and watching it come to life.
Get Started
Thurgood is live at thurgood.law. Developers with open source legal tech projects can use the free tier. Firms seeking custom applications or their own vibe coding environment can contact us about enterprise plans.
If you've built something useful and want help getting it into production, reach out. We'd love to be your sherpa.
The hamster wheel is optional now. Let's build something better.
