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isolate identities browser context per session
If two automated sessions share cookies, local storage or cache, they are the same session as far as a site is concerned, no matter how careful the rest of your code is. A browser context is the unit that fixes this. Each one is a fresh cookie jar, its own storage and its own cache, with no shared state, so running one context per account or per task keeps their sessions from bleeding into each other.
This page is what a context isolates, how to run one per session in real code, and the sharp caveat that trips people up: isolating storage is not isolating your network identity. Two contexts in one process still share the machine and, unless you say otherwise, the same exit IP.
A context is Playwright's boundary for browser state. Open two of them and you get two independent sets of:
- Cookies. A login in one context does not appear in the other.
- Local storage, session storage and IndexedDB. The DOM-side stores are separate.
- The HTTP cache and service workers. Nothing one context fetched is served to the other from cache.
That is exactly the state a site uses to decide "I have seen this session before". Keep it separate and each context looks like a session that started clean, because from a storage standpoint it did. This is why one context per account or per task is the right default: a task that logs in, does its work and closes its context leaves nothing behind for the next one to inherit.
A single page opened with browser.new_page() lives in a default context, which is fine
for one session. The moment you run more than one session in the same process, make the
context explicit so the boundary is one you drew rather than one you assumed.
Switching from plain Playwright is a two-line change, and after that every method is the
standard Playwright API. The browser object is a real Playwright Browser, so
new_context() and everything on the context object work exactly as documented upstream.
from invisible_playwright import InvisiblePlaywright
# one browser process, one context per task, each with a clean cookie jar
with InvisiblePlaywright(seed=42) as browser:
for task in ("task-a", "task-b", "task-c"):
context = browser.new_context()
page = context.new_page()
page.goto("https://example.com/")
# ... do the work for this task ...
context.close() # cookies, storage and cache for this task go with itEach new_context() call above starts from nothing: no cookie set by an earlier task,
no cached response, no storage key. Closing the context discards all of it. If task B
must not be recognisable as the same visitor that ran task A, this is the mechanism that
keeps them apart at the storage layer.
The async API is identical in shape:
from invisible_playwright.async_api import InvisiblePlaywright
async with InvisiblePlaywright(seed=42) as browser:
context = await browser.new_context()
page = await context.new_page()
await page.goto("https://example.com/")
await context.close()Here is the part that matters most and gets skipped most often.
Separate contexts in one process still share the host machine and, unless you set a per-context proxy, the same exit IP. Isolation of storage is not isolation of network identity. Two contexts with empty, unrelated cookie jars can still be tied together because they:
- Leave from the same IP address. Two "different" sessions arriving from one exit, seconds apart, are one network identity regardless of their cookies.
- Share the same host fingerprint. They run in one browser process on one machine, so the GPU, audio device, fonts and screen are identical across both. A page that reads those surfaces sees the same machine twice.
So the rule to carry off this page: a fresh context makes two sessions look like two clean starts, not like two different people. If the identities only need to not share a login, a context per task is enough. If they need to look unrelated to a site that correlates across sessions, storage isolation alone will not get you there.
When the identities have to look like different people, pair a distinct context with a distinct exit and a distinct fingerprint.
The exit is the cheap half. Playwright lets a context carry its own proxy, so you can route each context through a different egress:
with InvisiblePlaywright(seed=1) as browser:
ctx_a = browser.new_context(proxy={"server": "socks5://gate-a.example.com:1080",
"username": "u", "password": "p"})
ctx_b = browser.new_context(proxy={"server": "socks5://gate-b.example.com:1080",
"username": "u", "password": "p"})The fingerprint is the other half, and it is set when the browser launches: every session
is generated from a seed, and the same seed gives the same GPU, canvas hash, audio context,
fonts and screen every run. To give each identity its own machine as well as its own exit,
launch a separate InvisiblePlaywright per identity, each with its own seed and proxy:
def run_identity(seed, proxy):
with InvisiblePlaywright(seed=seed, proxy=proxy) as browser:
page = browser.new_page()
page.goto("https://example.com/")
# ... this identity's work, on its own machine and its own exit ...
run_identity(101, {"server": "socks5://gate-a.example.com:1080", "username": "u", "password": "p"})
run_identity(202, {"server": "socks5://gate-b.example.com:1080", "username": "u", "password": "p"})By default, with no explicit timezone=, the browser timezone is auto-derived from each
proxy's egress IP, so a distinct exit brings a matching timezone with it rather than a
zone from your own machine. The result is three things that agree per identity: storage,
network exit and fingerprint. That combination is what looks unrelated. A shared exit with
different cookies does not.
If you need this at scale across many workers, the mechanics of one internally consistent, reproducible fingerprint per worker are covered in run parallel browser agents with distinct fingerprints, which states the same honest limit: one shared exit still links them.
invisible_playwright is designed to look like a real browser driven by a real person, and that is why it passes most detection checks: the fingerprint, the TLS handshake and the driver layer read as a genuine Firefox rather than as automation. Context isolation adds clean, separate state on top of that. Neither one, on its own, fixes the parts of a session that are not browser properties at all:
- IP reputation. A clean context on a known, flagged or datacenter address is still on that address. See can websites detect a datacenter proxy IP.
- Per-account quotas and rate limits. Isolating storage does not raise a limit the account already hit. Two contexts hammering one endpoint from one IP create the velocity signal you were trying to avoid.
- Behaviour and timing. Pointer motion, typing rhythm and the pace of your requests are yours to supply. Human pacing between actions is a thing you add, not a thing a context gives you.
You supply those: a clean proxy, sane per-account limits, and pacing that is not uniform. The browser being convincing is necessary, not sufficient, and this page is about one specific necessary piece: keeping sessions from sharing state they should not.
A browser context is the state boundary. One per account or per task gives every session a clean cookie jar, its own storage and its own cache, which keeps their sessions from bleeding into each other. That is real isolation, and it is the correct default whenever you run more than one session in a process.
Just do not read it as more than it is. Storage isolation is not network identity isolation. When the identities must look unrelated, pair each one with its own exit and its own seed-derived fingerprint, and remember that the IP reputation, the account limits and the pacing are still yours to get right.
Does a new browser context clear cookies and storage? Yes. Each context is a fresh cookie jar with its own local storage, session storage, IndexedDB and cache, and closing it discards all of them.
Is one context per account enough to keep them separate? For state, yes: neither account sees the other's login or cache. For looking unrelated to a site that correlates across sessions, no, because both contexts still share the exit IP and the host machine.
Can each context use its own proxy? Yes. Playwright accepts a per-context proxy, so you can route each context through a different exit. Storage isolation without a per-context proxy leaves both on the same IP.
Context per session or a separate browser per identity? Use a context per session for
state isolation within one identity. Use a separate seeded InvisiblePlaywright per
identity when each one also needs its own fingerprint and exit.
Does isolating storage hide that two sessions are the same machine? No. Contexts in one process share the GPU, audio, fonts and screen, so a page reading those surfaces sees the same machine. Different seeds on separate launches are what change the machine.
Will this stop me being blocked? It stops sessions leaking state into each other. It does not fix a bad IP, an account over its quota, or robotic timing, which you supply separately.
- The real product API in Quickstart and Configuration: the two-line launch, the seed, per-launch proxy and the auto-derived timezone.
- Playwright's own browser context documentation for the isolated, incognito-like storage model described above, and its network documentation for setting a proxy per context.
- This project's parallel-agents notes for the shared-exit limit that context isolation does not remove.
See also: run parallel browser agents with distinct fingerprints, Playwright persistent profile: what it fixes and breaks, and why automating the login form is riskier than reusing a session.
Written while maintaining invisible_playwright, a Firefox patched at the C++ level driven by stock Playwright. A context keeps sessions apart; the proxy and the pacing are still yours to get right.
Documentation
Guides
-
Browser Identity
- navigator.webdriver is not the tell you think it is
- hardwareConcurrency, deviceMemory and storage quota
- Screen size and viewport tells in headless browsers
- Playwright headless vs headed: what detectors see
- Playwright User Agent: Why You Should Not Set It
- Client Hints and Sec-Fetch: headers that must agree
- Codec fingerprinting: canPlayType and MediaCapabilities
- Permissions API: the two answers that must agree
- CSS fingerprinting: what media queries reveal
- What privacy.resistFingerprinting actually does
- speechSynthesis.getVoices() returns an empty array
- Browser extensions are a fingerprint surface
- BFCache and pageshow.persisted under browser automation
- Service workers, storage partitioning and automation
- Web Workers: where page-level fingerprint patches fail
- fake-useragent is archived: what changes and what doesn't
- navigator.buildID and the stale build date tell
- navigator.maxTouchPoints and pointer consistency
- navigator.platform and oscpu on a spoofed OS
- navigator.vendor and productSub: the Firefox tells
- Accept-Language header vs navigator.languages
- window.devicePixelRatio: the pref that spoofs it
- Can you be fingerprinted in incognito mode?
- Is changing the user agent enough to avoid detection?
- Can a website tell you are running on a server?
- Can two devices share a browser fingerprint?
- Does clearing cookies stop fingerprint tracking?
- Color-gamut and HDR media queries as a fingerprint
- Battery API fingerprint: does Firefox expose it?
- Is navigator.connection a fingerprint in Firefox?
- Can the Gamepad API fingerprint or detect a bot?
- Do accelerometer and gyroscope APIs leak on desktop?
- prefers-reduced-motion and other OS-setting tells
- Does storage quota estimate reveal disk size?
- Can scrollbar width reveal my operating system?
-
Canvas, WebGL, Fonts and Audio
- Canvas fingerprint noise: why per-call randomising fails
- Firefox WebGL renderer strings: what ANGLE reports
- WebGL parameters: the numbers are the same on every GPU
- Your renderer string says NVIDIA. Your pixels say software.
- Why headless browsers render different fonts
- How to make Linux and macOS report real Windows fonts
- measureText and TextMetrics as a fingerprinting surface
- AudioContext fingerprinting, and why adding noise backfired
- Canvas and WebGL fingerprints, identical across OSes
- Emoji fingerprinting: why emoji look the same on any OS
- Detecting installed fonts in JavaScript by width
- WebGL shader precision as a fingerprint surface
- AudioContext sampleRate and latency as a fingerprint
- Is WebGPU a browser fingerprint?
-
Network, Proxy and WebRTC
- WebRTC leak with a proxy in Playwright and Selenium
- WebRTC ICE candidate spoofing: the fields that give it away
- Playwright proxy in Python: per-context, and what leaks
- Playwright proxy not working? SOCKS5 auth in Python
- Playwright timezone does not match the proxy IP
- JA3 and JA4: why a TLS fingerprint cannot be patched
- Playwright in Docker: it runs, and still gets blocked
- Web scraping keeps getting blocked with good proxies
- Python web scraping blocked? The TLS fingerprint reason
- SOCKS5 vs HTTP proxy: what each does in the browser
- WebRTC IPv6 leak: why a proxy does not stop it
- HTTP/2 fingerprint: the layer above the TLS handshake
- TLS fingerprint vs User-Agent: the contradiction
- WebRTC has no ICE candidates behind a proxy
- WebRTC IP that matches the proxy exit, by design
- How to check if a proxy leaks your real IP
- about:webrtc: read your real ICE candidates
- Offline timezone resolution from a proxy exit IP
- Residential vs datacenter vs mobile proxies explained
- Sticky vs rotating proxy sessions: which to use
- Does a proxy leak DNS? DoH and DNS leaks explained
- HTTP/3 and QUIC fingerprint: what a site sees
- What is ASN and IP reputation in bot detection?
- What does a mobile carrier IP look like to a site?
- IPv6 vs IPv4: which does your proxy expose?
- Geolocation API vs IP location: keep them consistent
- Does chaining two proxies help avoid detection?
-
The Automation Layer
- Function.prototype.toString and the [native code] check
- The ChromeDriver
cdc_variable, and why renaming it fails - Why an attached debugger makes automation detectable
- Execution context was destroyed, and when it means detection
- Human-like mouse movement: Bezier curves are the easy part
- Why a Playwright upgrade broke 97 of 133 tests overnight
- Playwright persistent profile: what it fixes and breaks
- Why humanized mouse movement can fail on hover()
- Why content_frame() returns None for a cross-origin iframe
- Orphaned Firefox processes on Windows: the killed-runner leak
- Firefox launches but Playwright can't drive it: packaging gap
- Why automating login is riskier than reusing a session
- Playwright new_page vs new_context: the viewport tell
- Playwright dialog and popup handling without a tell
- Playwright download files with Firefox and the tell
- Playwright connect_over_cdp does not work with Firefox
- Playwright mobile emulation on Firefox and isMobile
- Playwright isTrusted: are automated clicks real?
- Playwright set_input_files uploads and the tell
- Can websites detect Playwright? What is actually visible
- Does Playwright Set navigator.webdriver to True?
- Does Playwright Leave Traces a Website Can See?
- Does Playwright Change My Browser Fingerprint?
- Can I Use My Real Browser Profile With Playwright?
- Does Playwright Support Firefox Stealth?
- Is Playwright Firefox Harder to Detect Than Chromium?
- Does Playwright Get Detected on the First Request?
- Why Playwright's bundled Firefox is easy to detect
- ghost-cursor human mouse paths with Playwright
- Stock Playwright, patched Firefox: how they connect
- Intercept and mock network requests with page.route
- Record and replay HTTP traffic with HAR in Playwright
- Record a Playwright trace to debug a failed scrape
- Record a video of a Playwright browser session
- Save and reuse login with storage_state in Playwright
- Read and set cookies in a Playwright context
- Set geolocation and permissions per Playwright context
- Handle HTTP basic auth in Playwright (http_credentials)
- Isolate identities with a browser context per session
- Drag and drop elements in Playwright with drag_to
- When to use an HTTP client vs a real browser
- Migrating from requests + BeautifulSoup to a browser
-
AI Agents and Frameworks
- AI browser agents and stealth: what fits and what does not
- browser-use gets detected: what you can and cannot change
- crawl4ai stealth mode and custom browser engines
- Give a LangChain agent an invisible_playwright browser
- Feed invisible_playwright pages into a RAG index
- Computer-use agents and browser fingerprint detection
- Give an MCP browser server a stealth Firefox engine
- Give each AI agent a reproducible browser identity
- Run parallel browser agents with distinct fingerprints
- Why AI browser agents have their own timing signal
- Running an AI browser agent headless on a server
- Give a browser agent a persistent logged-in session
- smolagents: hand the agent an invisible_playwright tool
- Stagehand and stealth: why a Firefox engine won't drop in
- DOM-reading vs screenshot agents: which stealth helps
- Back a computer-use agent with a real browser engine
- AI agent retry loops trip rate limits, not fingerprints
-
Detectors, Explained
- What bot.sannysoft.com actually checks, row by row
- How CreepJS decides you are lying
- What BotD actually detects, and what it does not
- Why a FingerprintJS visitor ID changes
- reCAPTCHA v3 score: why a fresh browser scores badly
- BrowserLeaks canvas and WebGL hash, explained
- What BrowserLeaks actually tests, surface by surface
- Browser trust scores explained: what the number means
- How do websites detect bots?
- What is a browser fingerprint?
- What data does a website collect about your browser?
- Does a VPN stop browser fingerprinting?
- Do websites know you are using a script?
- How accurate is browser fingerprinting?
- Can a website detect a virtual machine?
- Can websites detect a datacenter or proxy IP?
- getClientRects fingerprinting: subpixel geometry as ID
- Notification.permission as a bot-detection signal
- speechSynthesis voices as a cross-platform fingerprint
- Can a website detect typing by keystroke timing?
- Can a website detect Clipboard API access?
- What are mouse-dynamics behavioural biometrics?
-
Testing and Troubleshooting
- How to test bot detection without a false pass
- Playwright detected as a bot: the checklist to fix it
- Firefox preferences that silently do nothing
- Slow browser launch: a per-request timeout is not a budget
- Playwright screenshot returns noise: readback fix
- Canvas fingerprint changes every run: use a seed
- Playwright TargetClosedError: the causes and the fixes
- Why am I blocked with a clean fingerprint?
- Why Does My Playwright Script Get Blocked?
- Is Playwright headless detectable? What sites check
- Can You Run Playwright Without Being Detected?
- Why Playwright Works Locally but Fails in the Cloud
- Does Playwright Trigger reCAPTCHA More Often?
-
Scraping with Playwright
- How to scrape without getting blocked
- How to scrape a site that blocks headless browsers
- How to scrape infinite scroll pages with Playwright
- How to rotate proxies when scraping with Playwright
- How to scrape data behind a login with Playwright
- How to run Playwright in Docker without getting detected
- How to use invisible_playwright in Docker
- Playwright bot detection: how to avoid it in Python
- How to scrape paginated pages with Playwright
- How to download files with Playwright
- How to upload files with Playwright, and verify it landed
- How to handle cookie consent banners in Playwright
- How to handle popups and modals in Playwright
- How to take full-page screenshots with Playwright
- How to generate a PDF with Playwright and Firefox
- How to wait for content to load in Playwright
- How to retry failed requests when scraping Playwright
- How to scrape pages in parallel with Playwright
- How to rate limit your own Playwright scraper
- How to scrape HTML tables with Playwright
- How to scrape iframe content with Playwright
- How to scrape shadow DOM content with Playwright
- How to capture XHR and API responses in Playwright
- How to scrape geotargeted content with Playwright
- How to scrape real estate listings with Playwright
- How to scrape job postings with Playwright
- How to scrape e-commerce product pages with Playwright
- How to track product prices with Playwright
- How to scrape hotel room prices with Playwright
- How to scrape flight prices with Playwright
- How to scrape classifieds listings with Playwright
- How to scrape vacation rental listings with Playwright
- How to scrape car listings with Playwright
- How to scrape apartment rentals with Playwright
- How to track product stock and restocks with Playwright
- How to scrape location-based store prices with Playwright
- How to scrape flexible-date fare calendars with Playwright
- How to scrape product reviews with Playwright
- How to scrape reviews and ratings with Playwright
- How to scrape news article text with Playwright
- How to scrape business directory listings with Playwright
- How to scrape event and ticket listings with Playwright
- How to scrape restaurant menu data with Playwright
- How to scrape stock and financial data with Playwright
- How to scrape social media profiles with Playwright
- How to scrape forum and community threads with Playwright
- How to scrape image galleries with Playwright
- How to scrape video listings and metadata with Playwright
- How to scrape map-based local results with Playwright
- How to scrape sports scores and stats with Playwright
- How to scrape cryptocurrency prices with Playwright
- How to scrape deals and coupon codes with Playwright
- How to scrape to CSV with Playwright
- How to scrape to JSON Lines with Playwright
- How to scrape into a SQLite database with Playwright
- How to export scraped data to Excel with Playwright
- How to extract JSON-LD structured data with Playwright
- How to extract Open Graph and meta tags with Playwright
- How to extract links and build a crawl frontier in Playwright
- How to scrape RSS and Atom feeds with Playwright
- How to download images in bulk with Playwright
- How to extract clean article text with Playwright
- How to scrape a sitemap.xml with Playwright
- How to scrape into a pandas DataFrame with Playwright
- How to clean scraped prices and dates with Playwright
- Scrape search results by driving a form in Playwright
- Scrape a map-based search with Playwright
- Scrape autocomplete and typeahead inputs with Playwright
- Scrape date-picker calendars with Playwright
- Crawl list pages to detail pages with Playwright
- Scrape lazy-loaded images with Playwright
- Extract data from canvas charts with Playwright
- Scrape a multi-step wizard flow with Playwright
- How to resume an interrupted scrape with Playwright
- Incremental scraping: only new items since last run
- Handle 403 and 429 backoff mid-scrape in Playwright
- Scrape load-more button pages with Playwright
- Scrape nested pagination with Playwright
- Scrape an SPA that changes URL via history API
- Use BeautifulSoup with invisible_playwright
- Run stealth Playwright tests with pytest fixtures
- Run invisible_playwright concurrently with asyncio
- Run invisible_playwright in GitHub Actions CI
- Can you run invisible_playwright serverless?
- Run invisible_playwright in Celery task workers
- Schedule invisible_playwright scrapes with cron
- Run invisible_playwright headful on a server with Xvfb
- Use invisible_playwright in an Airflow DAG
- Combine invisible_playwright with httpx for speed
- Wrap invisible_playwright in a FastAPI service
- Run invisible_playwright in a Jupyter notebook
- Block images to speed up scraping (and when not to)
- Wait for a specific API response in Playwright
Comparisons
- Playwright stealth in Python: three levels that work
- Firefox or Chromium for anti-detect automation
- Chromium is not Chrome, and detectors know the difference
- Playwright stealth vs Camoufox: two patched Firefoxes
- Playwright stealth vs Patchright: driver vs engine
- Playwright stealth vs undetected-chromedriver and nodriver
- playwright-stealth vs a patched engine: page vs browser
- puppeteer-extra-plugin-stealth: unmaintained since 2024
- selenium-stealth hasn't been updated since December 2021
- pyppeteer's own maintainer says to switch to Playwright
- invisible_playwright vs rebrowser-patches: the same CDP fix
- invisible_playwright vs fingerprint-suite: injection vs engine
- invisible_playwright vs playwright-with-fingerprints
- invisible_playwright vs Scrapling
- invisible_playwright vs Ulixee Hero
- invisible_playwright vs SeleniumBase UC Mode
- Splash is unmaintained, and it was never a real browser
- invisible_playwright vs DrissionPage
- WebDriver BiDi vs CDP: does the new protocol hide you
- invisible_playwright vs hrequests
- zendriver vs invisible_playwright: Chrome CDP vs Firefox
- botasaurus vs invisible_playwright: framework vs library
- curl_cffi vs invisible_playwright: TLS client vs browser
- pydoll vs invisible_playwright: CDP without a driver
- selenium-driverless vs invisible_playwright stealth
- puppeteer-real-browser vs invisible_playwright
- Migrating from Selenium to Playwright for stealth
- Migrating from Puppeteer to Playwright for stealth
- undetected-chromedriver vs a patched Firefox browser
- scrapy-playwright vs a patched Firefox for stealth
- playwright-extra stealth plugins vs a patched browser
- tls-client vs a real browser: when TLS is enough
- Anti-detect browser or Playwright stealth: which you need
- undetected-playwright vs a patched Firefox binary
Integrations
- Using invisible_playwright with CodeceptJS
- Using invisible_playwright with Crawlee for Python
- Using invisible_playwright with Crawlee for JavaScript
- Using invisible_playwright with scrapy-playwright
- Using invisible_playwright with Robot Framework Browser
- Cypress, WebdriverIO, TestCafe and Nightwatch integration
- Using invisible_playwright with Microsoft's Playwright MCP
- Using the engine from Go, Java, C#, Ruby and Rust
docs/ source folder