hashgraph-online Headless fallback
Some pages are unscrapable without a real browser — SPA shells, infinite scroll, Cloudflare interstitials, JS-rendered article bodies. Crawlberg ships with an optional headless-Chrome backend driven by chromiumoxide.
Modes
--browser-mode auto # default — try static first, fall back to browser on JS/WAF
--browser-mode always # skip static, go straight to browser
--browser-mode never # static only, fail closed
auto (default)
The engine fetches statically, then inspects the response. It launches headless Chrome and re-fetches when it sees:
- WAF responses from one of 8 detected vendor fingerprints (Cloudflare, Akamai, AWS WAF, Imperva, DataDome, PerimeterX, F5, plus a generic catch-all).
- SPA shells:
<noscript>warnings, near-empty<body>with heavy JS. - Heuristic JS-render-required signals.
This is the right default. The browser only spins up when needed.
always
Skip the static probe entirely. Use when:
- The user already told you the page needs JS.
- You are scraping a site you know is React/Vue/Svelte SPA.
- You need
<script>-emitted state that never lands in static HTML.
crawlberg scrape https://spa.example.com --browser-mode always --format markdown
never
Static only — the browser path is disabled. Use when:
- You are in a hot loop where a stray Chrome launch would blow the budget.
- You are running in a sandbox without a Chrome binary.
- The user explicitly wants only static fetches.
In never mode, JS-only pages return empty/stub content. Inspect
markdown.content and markdown.warnings before treating the result as
final.
Symptoms that point to headless
In --browser-mode never or when you suspect the auto detector missed a
signal:
markdown.contentis short, nav-only, or just a loading message.status_codeis 200 butmetadata.headingsis empty on a page that clearly has headings.markdown.warningsmentions JS-render-required or WAF detection.- 403/406/503 with WAF response headers (
server: cloudflare,cf-mitigated,x-amz-cf-id,set-cookie: __cf_bm=…).
Re-run with --browser-mode always. If that succeeds, leave it set for
that host.
External CDP endpoint
Point at an already-running Chrome (Browserless, Steel, your own) instead of launching locally:
crawlberg scrape https://example.com \
--browser-mode always \
--browser-endpoint ws://browser.internal:9222/devtools/browser/<id> \
--format markdown
The endpoint must be a WebSocket URL — ws:// or wss://. The CLI
rejects anything else with a clear error.
Use external CDP when:
- You are running in containers or CI without a local Chrome.
- You want a shared, warm browser pool across many crawl jobs.
- You need browser-side residential proxies or stealth configuration the local Chrome cannot provide.
Performance cost
Headless Chrome is expensive relative to a static fetch:
- Cold start: 1-3 seconds the first time it launches.
- Per-page overhead: 500 ms-2 s for
NetworkIdlewait, plus the page's own JS load time. - Memory: each tab takes 100-300 MB; long crawls should bound
--concurrent.
Mitigations:
- Stay in
--browser-mode auto— the engine only pays the cost when it needs to. - Use
--browser-endpointto share one warm browser across jobs. - Drop
--concurrentwhen you know the crawl will route through Chrome.
Wait strategies
Pass via --config JSON when you need control:
crawlberg scrape https://example.com --browser-mode always \
--config '{"browser":{"wait":"selector","wait_selector":".article-body"}}'
Supported strategies (the browser.wait field is a string enum; pair
"selector" with a sibling wait_selector):
network_idle(default) — wait until the network goes quiet.selector— wait until the CSS selector inwait_selectorresolves.fixed— wait a fixed duration.
extra_wait adds milliseconds on top of the wait strategy if the page
keeps loading content after the primary signal.
Persistent profiles
crawlberg scrape https://app.example.com --browser-mode always \
--config '{"browser_profile":"prod","save_browser_profile":true}'
Profile names are path-traversal-validated. Use them to keep cookies, localStorage, and login state across runs without re-authenticating.
Source: hashgraph-online/awesome-codex-plugins → plugins/kreuzberg-dev/plugins/plugins/crawlberg/skills/headless-fallback/SKILL.md