Articles

Cloud browsers for AI agents keep state, stealth, and observability in one runtime so your workflows stop flaking when scripts leave localhost.

Connect Gemini Computer Use to Steel sessions for managed browsers, replay-grade observability, and anti-bot help without rebuilding your agent loop today.

Keep AI agent logins alive by pairing Steel Sessions, Profiles, and Credentials so workflows can pick up where they left off without reauth hacks.

Handle credentials, approvals, and stored browser state for AI agents without exposing secrets to models or operators.

Legitimate automation gets flagged when network, fingerprint, behavior, or challenge handling looks synthetic. Fix those layers first with Steel sessions, proxies, and CAPTCHA handling.

Mobile mode in Steel swaps the entire session identity: viewport, touch stack, Chrome build, and fingerprint. It is not just the `User-Agent` header. Use it when the mobile site is cleaner or when traffic must look like a real phone; skip it when the desktop surface is already reliable.

Compare Steel, Browserbase, Kernel, Browserless, and Smooth for AI browser infrastructure with benchmarks, trust surfaces, and trade-offs buyers can audit.

Show legal and compliance teams how Steel sessions keep court dockets, FOIA pulls, and filings automated with stateful profiles and audit-ready evidence.

Show RAG teams how Steel sessions, Files, and observability keep browser data collection repeatable, auditable, and ready for knowledge base ingestion.

Neutral Browserless vs Steel guide sizing lifecycle speed, observability defaults, BrowserQL flexibility, and which workflows each platform actually fits.

Steel CLI keeps browser workflows fast by handling session lifecycle, passthrough commands, and agent skills so you debug less code and ship reliable runs.

Steel's Files API gives browser agents session-scoped and global storage so uploads, downloads, and datasets survive beyond one run without hand-rolled file shuttles.

Decide when to stay on Steel Local and when to move to Steel Cloud using real concurrency and trust trade-offs.

Persistent profiles keep retries honest because every session starts from the same user data directory: cookies, local storage, extensions, and browser settings. Instead of scripting a login before every action, create one profile with `persistProfile: true`, reuse it by passing `profileId`, and refresh it when state changes.

Stagehand already plans the run: prompts, schemas, and `.page.act()` instructions stay exactly as they are. Point its `cdpUrl` at the Steel session you created and Stagehand keeps steering the browser while Steel provides the isolated runtime, evidence, and guardrails the agent loop was missing.

Stop handing raw passwords to agents by vaulting secrets once and injecting them into Steel sessions under your rules.

Run Steel browser sessions in the right region first, then layer proxies only when you need a different IP footprint, so latency, residency, and debugging stay predictable.

Explain how Steel sessions, Credentials, Profiles, and evidence exports meet enterprise expectations for secret custody, approvals, and audit trails.

Add human approvals to browser agents without restarting the session that already holds state.

Show how Steel's sessions, credential injection, approvals, and evidence capture limit prompt injections without killing browser agent state or audits.

Verdict-first guide that helps ops teams pick Skyvern, Steel, or traditional RPA by mapping workflow scope, evidence needs, staffing cost, and failure modes.

Keep your Browser Use agents exactly as they are. Point their `BrowserSession` at a Steel session over CDP and you get sub-second startup, 24 hour browser lifetimes, live viewer links, and reliable cleanup without changing a single task prompt or tool definition.

How to size queues, concurrency, and proxy fleets so browser automation runs hundreds of Steel sessions without flaking.

Keep the Selenium tests, page objects, and reporting stack you trust. Swap the grid underneath with Steel sessions that start in under a second, run up to 24 hours, and record every run so failures come with evidence. You still call `webdriver.Remote`; Steel just hosts the browser, manages lifecycle, and gives you replay URLs tied to each `sessionId`.

Replayable traces are the difference between fixing an agent in minutes and guessing for hours. Steel streams every session live and stores durable HLS recordings so you can prove what the browser saw before you edit a single line of code.

Show healthcare teams how to automate payer and EHR portals with Steel sessions, credentials, files, and replay evidence without breaking auth or audit rules.

Decide when to stay on vendor APIs and when to run end-to-end browser automation, grounded in real constraints.

Browser agents die in production when runtimes drift, anti-bot stacks misread them, or evidence goes missing. Fix the five root causes with stateful Steel sessions.

Neutral Browserbase vs Steel verdict covering workflow fit, lifecycle speed, observability stack, compliance cues, and when each option should be default.

Why browser automation spend spikes at scale and how to keep Steel session, proxy, and CAPTCHA costs predictable.

Decide when to self-host Steel Browser instead of paying for Steel Cloud, plus ops checklist, cost math, and deployment paths you can trust before running agents.

Embed Steel live sessions with debugUrl iframes and stream past sessions via HLS so teammates can watch, take over, or audit every run.

Your Playwright project already knows how to drive Chromium. Point its CDP socket at `wss://connect.steel.dev?apiKey=...` and the same code runs inside Steel's managed browsers with the evidence, proxies, and observability you could not get from local Chrome.

Track startup p95, first-action success, completion without retries, manual interventions, and evidence coverage to judge browser agent reliability with Steel.

Show GRC teams to run security questionnaires inside Steel sessions with approvals, credential injection, and Files archives so evidence ships with responses.

Use this production checklist to harden browser agents: plan-tier gating, session controls, evidence logging, and recovery rituals that withstand scale.

Chrome extensions belong in browser-agent workflows when you need repeatable in-browser logic that Playwright or prompts cannot keep stable; Steel's Extensions API lets you upload once, inject per session, and keep the lifecycle sane.

Diagnose why a Playwright script that passes locally fails in Steel Cloud by aligning runtimes, anti-bot posture, and evidence loops.

Point your existing `puppeteer.launch()` call at `wss://connect.steel.dev?apiKey=...` and the same scripts run inside Steel's managed browsers. You keep your code, selectors, and reporters while Steel supplies sub-second session startup, 24-hour lifespan, and automatic capture of live view plus replays.

Design browser automation audit trails with Steel embeds, HLS replays, agent logs, and retention deadlines so every run keeps evidence you can prove later.

Keep Claude Computer Use prompts untouched; Steel supplies reliable sessions, viewer links, replay evidence, CAPTCHA helpers, and disciplined cleanup.

Pair OpenAI Computer Use with Steel sessions for stable browsers, replay-ready evidence, and managed anti-bot tooling without rewiring your agent loop.