
Technical Writer
✨ Why This Is a Good Vibe Coding Job
Vals AI is at the epicenter of the vibe-coding movement, creating the benchmarks that determine which LLMs actually work for real-world tasks. This role lets you evaluate the frontier models used in tools like Cursor and Claude, turning raw performance data into the industry's standard for model reliability.
The Mission
Vals AI is looking for a storyteller to bridge the gap between complex machine learning research and the enterprises needing to trust AI. You will become the voice of a company that benchmarks the world's most advanced LLMs, helping the industry understand which models are actually capable of handling sophisticated workflows and which are just hype. This is a high-intensity role where you define the editorial strategy for how model performance is communicated to the world.
What You Will Do
Working alongside Stanford-trained researchers and elite engineers, you will produce deep-dive reports on model performance and agentic reliability. This isn't just about documentation; it’s about setting the standard for AI evaluation. You will:
- Translate raw benchmark data into accessible, sharp narratives on frontier model capabilities.
- Interview technical leaders to ghostwrite high-impact takes on the evolving AI landscape.
- Operate at 'model-release speed,' shipping insights and analyses hours after new technology drops.
Why This Fits the Vibe Coding Era
At Vals, you are essentially writing the manual for the next generation of AI-assisted development. Since the company focuses on measuring model 'vibes' vs. reality, you'll have front-row access to the latest LLM iterations before anyone else. This role rewards high-velocity creators who can use AI tools to research and iterate quickly. The position is based in San Francisco and offers top-tier rewards, including a $1,500 monthly housing stipend and significant equity.
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Source: ashby
Last reviewed: Oct 2, 2026. How we source and review jobs.