T

Tzafon

Scales headless browser fleets with Rust

Member of Technical Staff - Applied AI

Full-Time
$150k - $400k/yr+ Equity package + Referral bonus of $5,000
Expert
San Francisco, CA, USA
In Person
AI & Machine LearningApplied Machine Learning
H1B Sponsorship Available

About the job

Requirements
  • Expert-level proficiency in Python and machine-learning frameworks, including PyTorch.
  • Deep experience with large language model fine-tuning and evaluation infrastructure.
  • A track record of shipping machine-learning systems to production.
  • Strong opinions on what makes an effective evaluation.
  • Experience with Weights & Biases, MLflow, or similar experiment-tracking tools.
Responsibilities
  • Build evaluation infrastructure for agent systems.
  • Create benchmarks that measure real capability.
  • Design data pipelines for behavioral data collection and analysis.
  • Implement fine-tuning pipelines using Weights & Biases and distributed training infrastructure.
  • Work with the post-training team on reinforcement learning from human feedback and behavioral optimization.
  • Build tools for model introspection and capability mapping.
  • Ship continuous evaluation systems that catch regressions before users do.
Desired Qualifications
  • Experience building evaluation frameworks at artificial-intelligence labs or large-language-model companies.
  • Experience implementing reinforcement learning from human feedback, Constitutional AI, or direct preference optimization.
  • Published work on model evaluation or benchmarking.
  • Contributions to open-source machine-learning infrastructure.
  • Experience with multi-agent systems or tool-use models.

About the company

Tzafon builds AI-driven browser automation infrastructure that scales thousands of headless browsers. Its Rust-based products, Waypoint and Northstar, let developers deploy large fleets of headless browsers instantly and manage them through open-source tooling. The company differentiates itself by focusing on high-performance, scalable infrastructure and enabling machine agents to interoperate via open-source software, with expertise from Cambridge, EPFL, Google, and Jane Street. Its goal is to advance web automation and AI software engineering by providing scalable, interoperable tools for developers and enterprises.

Company Size

11-50

Company Stage

Seed

Total Funding

$13.7M

Headquarters

San Francisco, California

Founded

2024

Get referred to Tzafon

See people who can refer or advise you

Simplify Jobs

Simplify's Take

What believers are saying

  • Lightcone 0.1 Fast became default in May 2026 and Slack rollout started.
  • Northstar-medium-alpha shipped in 2026, giving Tzafon another production surface beyond browsers.
  • The July 2025 $9.7 million pre-seed funded compute, product, and go-to-market expansion.

What critics are saying

  • Browserbase Agents launched June 30, 2026, bundling browsers, search, identity, and proxies.
  • Tzafon now spans infrastructure, models, and agents, diluting focus against better-funded rivals.
  • Computer-use requests add 1,974-token overhead, pressuring margins and making usage expensive at scale.

What makes Tzafon unique

  • Rust-built WayPoint launches 1,000 browsers per second and scales past 10,000 sessions.
  • Tzafon open-sources browser infrastructure, unlike closed managed-agent platforms like Browserbase.
  • Lightcone unifies browser control, Slack workflows, and model APIs inside one stack.

Help us improve and share your feedback! Did you find this helpful?

Benefits

Health Insurance

Dental Insurance

Vision Insurance

401(k) Retirement Plan

Company Equity

Employee Referral Bonus

Growth & Insights and Company News

Headcount

6 month growth

66%

1 year growth

66%

2 year growth

100%
NextTech Today
Jul 31st, 2025
Tzafon Raises $9.7M to Launch AI Agent Lightcone

Tzafon raises $9.7M to launch AI agent Lightcone.

Tech.eu
Jul 30th, 2025
Tzafon raises $9.7M pre-seed to scale AI compute and launch Lightcone

Tzafon will use the funding to scale its AI infrastructure, advance its autonomous agent, and launch Lightcone, a seamless assistant across apps and platforms.

WebProNews
Jul 30th, 2025
Tzafon Raises €8.3M for AI Development

Swedish AI startup Tzafon, based in Stockholm, has raised €8 million to advance its "Lightcone" on-device AI technology. Founded less than a year ago, Tzafon aims to enhance AI compute and develop autonomous AI systems. This funding, supported by global investors, highlights Europe's growing AI sector and Sweden's innovative landscape, positioning Tzafon to redefine scalable, independent AI solutions.

EU-Startups
Jul 30th, 2025
Sweden's Tzafon raises a total of €8.3 million to scale AI compute and take "agentic AI to new heights"

Stockholm-based Tzafon today announced the final close of its €8.3 million pre-Seed funding round, to scale its computational capabilities, advance its autonomous AI agent technology, and launch "Lightcone," an agent that can act on your behalf across any app or platform.

FinSMEs
Jul 30th, 2025
Tzafon Secures $9.7M in Pre-Seed Funding

Tzafon, a San Francisco-based AI company, has raised $9.7 million in Pre-Seed funding. The round was led by HV Capital with participation from Streamlined VC, Kakao VC, Oliver Jung, and angels from OpenAI and xAI. The funds will be used to scale compute infrastructure, accelerate product development, and strengthen market position. Tzafon, led by CEO Noah Löfquist, specializes in building action-oriented AI agents to automate complex digital tasks.