victor
1.6K posts

victor
@stokebuilder
ceo (@kaiberai) lawyer (ex-@goodwinlaw, @orrick)

So excited to welcome @emilyzsh to Crosby! One of the most important lessons I learned at Ramp is to hire people for slope. As I got to know Emily, it became clear to me that she hones her craft at an exceptional clip. As one reference put it, "her rate of learning is basically vertical.” Coming from A24 Labs and Long Lake, Emily brings a sharp aesthetic sense and an ability to bridge the gap between “what the code does” and “how the customer actually feels” that is both rare and critical to building exceptional experiences.



Today, we’re announcing Viktor’s $75M Series A, led by @Accel . @viktor__com was supposed to be a small experiment. It became the AI coworker 10x'ing real businesses. $15M in annualized revenue run rate. In 10 weeks. – Small companies saving millions of dollars – Sourcing hundreds of thousands in new revenue in their first 30 days – Whole teams getting half their week back – Companies running 40% leaner without cutting output Viktor is not another AI tool. It’s the first true AI employee. The vision that has been with us since 2023 when we started the company has finally been shipped. Back then, it was just the two of us, with a very small but dedicated team, iterating for years. Failing multiple times. Showing products that users didn't even want to test! But we never gave up. Our decisions were often wrong. Certainly more often than not! We kept trying. Now we’ve shipped something people love. Worth every sleepless night. Every sacrifice. The best employees don’t need to be told what to do. Neither does Viktor. Grateful to @Accel, our team, our earliest users, and everyone who believed this category could be bigger than chat.

Fake as fuck alert. @Accel how deep did you go into these revenue numbers





Zack Shapiro's essay on running a Claude-native law firm hit 7.6 million views this week. Every word he wrote is true. Most solo lawyers cannot do what he did. Read his piece. He runs Claude in three modes - Chat, Cowork, and Code. He has full terminal access. He built a custom command-line tool that converts legal documents into spoken audio for his commute. He encoded his analytical frameworks into XML-aware skills that open .docx files at the markup level and write the exact markup Word expects. He spent months refining them. His description of the work: "Closing that gap doesn't require technical skill. It requires investing a few hours." That is the only line in his essay that under-describes what he did. The work feels like a few hours when you understand the architecture. It takes months when you don't. The average US solo lawyer has not built a custom command-line audio tool. Has not opened a .docx at the XML level. Has not designed, evaluated, and bundled six instruction files into a plugin. These are not character flaws. They are reasonable allocations of a busy professional's time. A solo with 14 active matters, two paralegals, and a deposition Friday is not going to spend the second quarter of 2026 teaching themselves Claude Skills architecture. What Zack Shapiro did for his own firm, we do for solos who cannot do it themselves. We run the setup interview. We articulate the playbook from past redlines and past memos. We design the skills around the lawyer's actual judgment - not a generic firm framework, but their framework, drawn from their work product. We wire the Westlaw, the iManage, the DocuSign. We train the paralegals. We hand back a configured Claude environment that operates the way Shapiro's does, customized to the practice, in 14 days flat. His essay told 800,000 US solo lawyers what is possible. We make it real for the ones who can't build it themselves. Shapiro proved the thesis. The configuration is what proves it for everyone else.


Legal ops are one of the most important roles is in house legal AI right now. Anthropic just made them more important. Try to get lawyers to build skills and workflows in markdown files. Even the installation of the recent plug ins are very lawyer unfriendly.










