From Scripts to Algorithms: My Leap from LA to an AI Startup in San Francisco

I used to spend my days wrestling with deadlines in a sun-drenched Los Angeles apartment, the glow of my laptop screen competing with the haze of traffic on the 101. As a freelance writer, I crafted everything from brand copy to personal essays, chasing the next byline while wondering if there was more to the story — both professionally and personally. Then, out of the blue, a cold message landed in my LinkedIn inbox. It wasn’t a pitch or a request for a guest post. It was an invitation to consider a role at an AI startup called Corgi, coming directly from their chief of staff. I was skeptical. Why would a tech company need a writer? And why San Francisco? But curiosity won. A few video calls, a writing test, and a leap of faith later, I found myself packing up my life and heading north. What I stepped into wasn’t just a new job — it felt like entering a different ecosystem altogether.

The Pace Is Different — In Ways You Don’t Expect

The first thing that struck me wasn’t the tech jargon or the standing desks (though there were plenty of both). It was the rhythm of work. In LA, my freelance life had a certain ebb and flow: bursts of creativity followed by quiet periods of pitching and waiting. Deadlines were firm, but the days themselves felt malleable. I could take a walk along the beach to clear my head or shift my schedule to chase inspiration. At Corgi, the pace was less about inspiration and more about iteration. Meetings started early, often before 8 a.m., and flowed into one another with a precision that felt almost mechanical. There was a constant hum of progress — sprints, stand-ups, demo days — all designed to move fast and test assumptions quickly. It wasn’t stressful so much as relentless. I learned quickly that in this world, “done” is rarely the end; it’s just the beginning of the next version. Adapting meant letting go of the perfectionist writer in me and embracing the idea that good enough, tested, and improved is often better than perfect and delayed.

Writing for Machines (and the Humans Who Build Them)

I went in thinking my role would be straightforward: help craft the company’s voice, write blog posts, maybe polish investor decks. What I didn’t anticipate was how deeply writing would intertwine with the product itself. At an AI startup, language isn’t just marketing — it’s data, it’s interface, it’s sometimes even part of the model’s training. I found myself working closely with engineers to define how the AI should respond to user prompts, not just what it should say, but how it should say it — tone, clarity, empathy. I started thinking about ambiguity in instructions, the weight of a single word in a chatbot reply, and how cultural context could trip up a model trained mostly on English-language corpora. It was humbling. My background in storytelling helped me anticipate how users might interpret responses, but I also had to learn the basics of how language models actually work — tokens, embeddings, fine-tuning — not to become an engineer, but to speak their language. Suddenly, my red pen wasn’t just fixing grammar; it was helping shape how a machine understands human intent.

The Culture Shock Was Real (and Surprisingly Welcoming)

Moving from LA to San Francisco brought the expected changes: fog instead of sunshine, hills that made my calves scream, and a coffee culture that took its pour-overs very seriously. But the professional culture shift was more nuanced. In the entertainment-adjacent writing world I’d left behind, networking often felt performative — a mix of self-promotion and cautious optimism. At Corgi, the vibe was different. People were earnest, almost to a fault. There was less talk about “personal branding” and more about solving hard problems. Feedback was direct, not cruel, but devoid of the softening layers I was used to. At first, I missed the casual warmth of LA’s creative scenes. But over time, I came to appreciate the transparency. No one was pretending to have it all figured out. Everyone was learning, failing fast, and iterating — including the leadership. The chief of staff who messaged me? She ended up being one of my most trusted mentors, not because she had all the answers, but because she asked the right questions and created space for me to grow into the role.

Layoffs, Uncertainty, and the Forever Shift in Tech

It would be naive to write this story without acknowledging the shadow that looms over much of tech today: the era of the forever layoff. Even as I settled into my role, whispers of restructuring floated through other companies — friends at larger firms describing rounds of cuts, hiring freezes, and the anxiety of not knowing if your team would still exist in six months. At Corgi, we weren’t immune to market pressures. I saw leadership grapple with tough calls about runway, prioritization, and what it meant to stay agile without burning out the team. What surprised me was how openly these conversations happened. Instead of secrecy and speculation, there were all-hands meetings where leaders explained the why behind decisions, shared financial context, and invited questions. It didn’t erase the stress, but it built a different kind of trust. I realized that in this new world, stability isn’t about permanence — it’s about clarity, adaptability, and knowing you’re part of a team that’s trying to navigate change with integrity, even when the map keeps redrawing itself.

Conclusion: A New Kind of Story

Leaving LA for an AI startup in San Francisco didn’t just change my zip code — it changed how I think about work, creativity, and what it means to contribute in a world where humans and machines are learning to collaborate. I still write. I still chase the perfect turn of phrase. But now, I do it with a sense that my words might do more than entertain or persuade — they might help shape how technology understands us. It’s not the Hollywood ending I once imagined. But it’s a story I’m proud to be living. And honestly? After the fog lifts and the city reveals its golden light, I’ve come to think there’s a kind of beauty in this new world, too.