Cross-portal reporting
Pull metrics from three SaaS consoles without maintaining three brittle selector files.
SKIP THE SCRAPER REPO
Google results teach you pip install selenium. There is another lane: describe the browser task in plain language and let Tabbit Agent run it in isolated tab groups—real sessions, visible progress, no selector maintenance.
Free · macOS & Windows · No invite code
From Selenium scripts to natural-language Agent runs—pick how much engineering you want in the loop
Pick your stack
Python dominates this keyword because Selenium and Playwright are excellent libraries. But “automation” and “Python project” are not the same job. Choose the lane that matches your team.
Fit check
Open Tabbit, state the outcome in the omnibox, and Agent work runs in an isolated tab group. Your login cookies stay local, pages stay visible for audit, and repeatable flows become Skills—no pip, no WebDriver path drama.
Searching “python browser automation” but do not want a repo? Tabbit is the parallel lane built for knowledge workers.
Same job, different interface
Both paths open pages and click buttons. One path ships a maintenance backlog; the other ships the result.
from selenium import webdriver
from selenium.webdriver.common.by import By
driver = webdriver.Chrome()
driver.get("https://app.example.com/reports")
driver.find_element(By.CSS_SELECTOR, "button.export").click()
# TODO: handle modal, wait for download, parse CSV...Export last week's usage report from the dashboard I'm on. Save a summary table and @ the open analytics tab as context.
Tabbit keeps the browser you already use—no separate driver binary or headless cluster.
Side-by-side
| Dimension | Tabbit Agent | Selenium | Playwright | DIY Python |
|---|---|---|---|---|
| Setup | Describe task | WebDriver + deps | Browser binaries | Custom stack |
| Logged-in SaaS | Local session | Cookie export | Storage state files | Manual auth |
| Maintenance | Agent adapts | Locator updates | Trace + fix tests | You own all |
| Audit trail | Watch tab group | Logs/screenshots | Trace viewer | Build it |
| Best for | Ops & research | Legacy suites | E2E QA | Data engineers |
Tabbit path
No virtualenv. No chromedriver mismatch. Open Tabbit and delegate to Agent.
Tell the omnibox what to finish—exports, form fills, multi-site checks. @-reference open tabs as context.
Work happens in an isolated tab group while you keep browsing. Peek in anytime—unlike opaque headless workers.
Repeatable flows become Skills—type / to rerun the same automation next week without reopening your IDE.
Where it shines
Pull metrics from three SaaS consoles without maintaining three brittle selector files.
Open dozens of sources, extract structured notes—delivered as a brief, not a Jupyter notebook.
Natural-language instructions replace one-off Selenium macros that break on the next UI refresh.
Validate an automation idea in Tabbit first; promote only the stable parts to Playwright later.
FAQ
Using Python libraries—usually Selenium or Playwright—to programmatically control a browser for testing, scraping, or repetitive tasks. It requires coding, dependencies, and ongoing selector maintenance.

Download Tabbit and run your first browser automation task with natural language—not Selenium.