
Caiyman.ai Research Team
AI Solutions Architect
Banish brittle web macros. Browserbase’s Open Operator is an open‑source agent that watches you perform a web task once, then turns your clicks into code you can rerun or share with an API. Imagine telling your laptop ‘download last month’s Stripe invoices and email me a summary’—and it just happens.
RPA pioneered drag‑and‑drop bots, but most business users never moved past Excel. Open Operator democratizes automation by accepting plain English and storing actions as a deterministic JSON trace.
Instead of storing XPaths that break on redesigns, Open Operator captures semantic targets—‘button labelled Pay Invoice’—and re‑identifies them with a scoring model on every run.
The JSON trace compiles to editable YAML so you can insert API calls or conditionals between browser steps.
Each run streams logs and screenshots to a dashboard, giving you enterprise‑grade audit trails without Splunk fees.
For workflows that exceed a single page, Amazon’s Nova Act agent chains reinforcement‑learning policies to navigate multi‑step forms. You can import Nova Act as an Open Operator plugin, gaining deeper reasoning without sacrificing transparency.
All secrets live in environment variables, and you can run the headless browser inside a firewalled VPC. Role‑based access ensures junior staff can trigger jobs without editing the definition.
Beginner? Follow the five‑minute Quick Start on GitHub.
Power user? Connect Open Operator with LangChain to build a hybrid agent that decides whether a task needs browsing, an HTTP call, or a shell script.
Ready to kill busy‑work? Caiyman.ai offers white‑glove integration packages and training workshops.

Venture capital investment in AI-powered PropTech companies reached a record $3.2 billion in 2024, signaling a fundamental transformation as artificial intelligence evolves from experimental technology to essential operational infrastructure across commercial and residential real estate markets.

Uniti AI's $4M funding signals a major shift toward AI-powered sales agents in real estate, promising to automate 37% of CRE tasks and deliver $34 billion in efficiency gains by 2030.

Uniti AI's $4M funding validates the transformative potential of LLM-native AI sales agents in commercial real estate, offering 24/7 engagement, 60-second response times, and revolutionary automation capabilities.