Skyvern Blog

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Jan 24, 20268 min read
UiPath Reviews, Pricing & Best Alternatives (Updated July 2026)
You've been comparing UiPath alternatives and realized the licensing model doesn't fit your use case, or your automations keep breaking after website updates. UiPath works well for enterprise teams running thousands of stable desktop processes, but browser workflows expose its limitations because it requires manual configuration for each site and breaks when layouts change. This review covers what you'll actually pay, where UiPath fits, and which alternatives handle adaptive web automation bette
Suchintan SinghComparisons
May 29, 202512 min read
Web Bench: A Fresh Approach to Comparing AI Browser Agents (Updated June 2026)
Every agent vendor right now claims state-of-the-art performance on browser tasks. Skyvern, Browser-use, OpenAI's Operator are all shipping numbers that look strong on paper. But the benchmark most teams use to compare these agents, WebVoyager, covers just 643 tasks across 15 websites. That's a narrow slice of the internet, and it mostly tests agents on read-heavy tasks where the real friction hasn't kicked in yet. The harder problems are logging in, solving 2FA, filling out forms, and downloadi
Suchintan SinghEngineering & Research
Sep 24, 20269 min read
Browser Use vs Browserbase: my honest comparison
Browserbase and Browser Use can both automate work in a browser, from collecting product data to filling out forms. Choosing between them comes down to what you want to build: a task you hand to an AI agent, a custom agent inside your application, or browser infrastructure for scripts you already run. I’m Skyvern’s co-founder and CEO by the way. We build a competing product, so I have a stake in this comparison. But I promise I won't promote our product (even though it's a great alternative to
Suchintan SinghComparisons

Latest

View all 273 posts

Sep 24, 20269 min read
Browser Use vs Browserbase: my honest comparison
Browserbase and Browser Use can both automate work in a browser, from collecting product data to filling out forms. Choosing between them comes down to what you want to build: a task you hand to an AI agent, a custom agent inside your application, or browser infrastructure for scripts you already run. I’m Skyvern’s co-founder and CEO by the way. We build a competing product, so I have a stake in this comparison. But I promise I won't promote our product (even though it's a great alternative to
Suchintan SinghComparisons
Sep 23, 20269 min read
9 Best Tools for Security Questionnaire Automation
Security questionnaires are important for closing big enterprise deals. But tracking down answers, gathering evidence, and getting approvals is repetitive, time-consuming work. Security questionnaire automation tools help you reuse that work. The right tool finds approved answers. It flags questions for experts. It also helps send the completed questionnaire in the buyer’s format. The choice comes down to where you get stuck. Do you need a better answer library? A place for buyers to find secu
Suchintan SinghLegal & Compliance Automation
Sep 23, 20268 min read
6 Stagehand alternatives for browser automation in 2026
If you're looking for Stagehand alternatives, you probably want an AI browser agent that: * Works natively with Python scripts. * Can navigate and scrape complex websites efficiently. * Stays reliable as your workload grows from a few runs to thousands of browser jobs. That's the kind of workflow I built Skyvern for (Skyvern CEO here). I know, I know, Skyvern CEO's recommending Skyvern as a good alternative. Please just stay with me for a second here. Yes, Skyvern is a good Stagehand alt
Suchintan SinghComparisons

Latest in Company News

View all 29 posts

Dec 18, 20252 min read
Skyvern – We raised $2.7M to fix browser automation (open source)
0:00 /0:57 1× We just raised a $2.7M seed round to fix one of the most boring but expensive problems in business: manual browser work. Every company has "that" workflow. Maybe it’s a team logging into vendor portals to download invoices. Maybe it’s navigating a 10-page government form that hasn't been updated since 2005. We built Skyvern to automate this. Think of it as AI with hands. The Problem: The "Maintenance Tax" of Automation For the last deca
Suchintan SinghCompany News
Aug 7, 20251 min read
Skyvern x SOC-2
You might be wondering.. "Isn't Skyvern Open Source?" "Why do they need to be SOC-2 Compliant?" "What's Type 2 compliance"? Our codebase has always been publicly available, meaning anyone could review our security practices. But that's not enough. We conducted an in-depth independent audit, validating that our controls meet rigorous AICPA standards for security, availability, and confidentiality. The assessment covered everything from encryption keys to incident-response workflows, providing o
Suchintan SinghCompany News
Jul 15, 20251 min read
Why Open Source SaaS?
Founders who want 𝘀𝗽𝗲𝗲𝗱, 𝗳𝗹𝗲𝘅𝗶𝗯𝗶𝗹𝗶𝘁𝘆, 𝗮𝗻𝗱 𝗿𝗲𝗮𝗹 𝗼𝘄𝗻𝗲𝗿𝘀𝗵𝗶𝗽 are doubling down on open-source AI stacks. Here are 8 open-source AI tools launched or majorly upgraded in 2023–24 that can supercharge your business — across product, ops, marketing, and dev — without locking you into anyone’s platform. 👇 1. Llama 2 (Meta): Industry-grade LLM, open and fine-tunable. Build your own GPT-like assistants or AI products without paying API fees — and stay in control of y
Suchintan SinghCompany News

Latest in Changelog

View all 13 posts

Sep 10, 20268 min read
Skyvern August Changelog: Building Agents just got 10x easier
Everything we shipped in August 2026 — weeks of August 3, 10, 17, and 24.
Suchintan SinghChangelog
Aug 10, 20267 min read
Skyvern Changelog — July 2026
Everything we shipped in July 2026 — weeks of June 30, July 6, 13, 20, and 27.
Suchintan SinghChangelog
Jul 1, 20265 min read
Skyvern Changelog — June 2026
Everything we shipped in June 2026 — weeks of June 1, 8, 15, and 22. Workflows Are Now Agents We renamed Workflows to Agents across the product, the public API, and the docs. The API now lives under /agents (e.g. POST /v1/run/agents) and accepts an agent_id alias for workflow_id — same wpid_ value, echoed back in responses. It's fully backwards-compatible: your existing workflow_id inputs, /workflows endpoints, SDK methods, and bookmarked doc URLs all keep working. Workflow Studio (Beta) M
Suchintan SinghChangelog

Latest in Product Updates

View all 35 posts

Apr 1, 20267 min read
New Month, New Docs (Updated for July 2026)
We just shipped something we should have shipped a long time ago: real documentation. If you've ever tried to use Skyvern and found yourself digging through GitHub issues, Discord threads, or old blog posts to figure out how something works, that's on us. We had the classic startup problem: we were shipping features faster than we could explain them. So we built skyvern.com/docs from the ground up. Not a README with some curl examples. Actual, structured documentation that covers everything fr
Suchintan SinghProduct Updates
Jan 30, 20263 min read
Launch Week - Day 5 - Simpler Pricing Model
Automation pricing is usually optimized for the vendor, not the user. You pay per step, per action, per minute, or per obscure unit that only makes sense if you already understand the internals of the system. The result is predictable: people under-automate, over-optimize prematurely, or stop experimenting altogether because they don’t trust the bill. We’re changing that. Today we’re launching a new pricing model for Skyvern, designed around a single goal: make it obvious what automation cost
Suchintan SinghProduct Updates
Jan 29, 20262 min read
Launch Week - Day 4 - SOP Upload to build new Workflows
Most companies already know how their work gets done. It’s written down somewhere: * internal SOPs * runbooks * onboarding docs * Notion pages no one wants to maintain The problem isn’t lack of documentation. It’s that documentation doesn’t run. Today we’re shipping SOP Upload, a way to turn existing process documentation directly into executable browser automation. The gap between “written” and “working” Traditional automation tools assume you’ll start from scratch: * re-specify t
Suchintan SinghProduct Updates

Latest in Comparisons

View all 95 posts

Sep 24, 20269 min read
Browser Use vs Browserbase: my honest comparison
Browserbase and Browser Use can both automate work in a browser, from collecting product data to filling out forms. Choosing between them comes down to what you want to build: a task you hand to an AI agent, a custom agent inside your application, or browser infrastructure for scripts you already run. I’m Skyvern’s co-founder and CEO by the way. We build a competing product, so I have a stake in this comparison. But I promise I won't promote our product (even though it's a great alternative to
Suchintan SinghComparisons
Sep 23, 20268 min read
6 Stagehand alternatives for browser automation in 2026
If you're looking for Stagehand alternatives, you probably want an AI browser agent that: * Works natively with Python scripts. * Can navigate and scrape complex websites efficiently. * Stays reliable as your workload grows from a few runs to thousands of browser jobs. That's the kind of workflow I built Skyvern for (Skyvern CEO here). I know, I know, Skyvern CEO's recommending Skyvern as a good alternative. Please just stay with me for a second here. Yes, Skyvern is a good Stagehand alt
Suchintan SinghComparisons
Sep 16, 20267 min read
Browser Use vs Stagehand: Which One Should You Pick?
Browser Use and Stagehand both let you use AI to automate browser tasks, such as collecting product data or filling out forms. When you’re deciding which to build with, their feature lists only tell you so much. You want to know how much code you’ll need to write, whether the automation completes your task correctly, and what repeated runs will cost. I'll be upfront: we build Skyvern, a competitor to both, but this blog post won't shill our product (you can try it here though). I’m keeping thi
Suchintan SinghComparisons

Latest in Browser Automation

View all 17 posts

Sep 14, 20266 min read
5 Best AI Browser Agents in 2026
The best browser agents can reliably and repeatedly handle jobs you would do by clicking through a web browser, like filling out a form, collecting documents, or updating customer records. So if you’re tired of wasting time filling out forms and clicking dropdowns, this article is for you. Before I continue, full disclosure: I am Skyvern’s CEO, a browser agent SDK written in Python built to automate workflows. It’s built specifically to handle complex business workflows, like dealing with heav
Suchintan SinghBrowser Automation
Sep 14, 20267 min read
Page Object Model (POM) in Test Automation
I know why you’re looking into Page Object Model: you’re tired of fixing the same CSS selectors across five different tests every time someone changes a form. You copied the login steps a few times, the test suite grew, and now a small UI change means an afternoon of maintenance. POM gives those repeated interactions a home. Your test scripts call a method like signIn(), and a page object handles the fields and buttons underneath. When a shared selector changes, you have one place to fix it. I
Suchintan SinghBrowser Automation
Jun 27, 202613 min read
Browser MCP in 2026: What It Is, How It Functions, and the Best Servers Available
Most browser automation scripts fail the moment a site changes its layout. A button moves, a class name updates, and your carefully crafted Selenium script stops working. Skyvern solves this by giving AI agents live browser access instead of hardcoded selectors. The agent sees what's actually on the screen, decides what to do next, and adapts when things change. That's the difference between brittle scripts that need constant maintenance and automation that keeps working. This guide covers what
Suchintan SinghBrowser Automation

Latest in Agentic Process Automation & RPA

View all 14 posts

Jul 27, 202617 min read
What Is Agentic Automation? The Ops Team Guide (July 2026)
Long gone are the days when 'automate it' meant recording a click path and hoping the portal never changed. That model breaks too often, costs too much to maintain, and falls apart the moment a vendor redesigns a form. Agentic automation takes a different architectural approach, and for ops teams managing portal-heavy workflows, the distinction matters considerably more than the marketing around it. Here's what it actually means and how to think about whether it fits your situation. TLDR: * A
Suchintan SinghAgentic Process Automation & RPA
Jul 27, 202617 min read
RPA vs AI Agents: Comparing Methods and Choosing Right (July 2026)
The days of treating RPA and AI agents as two versions of the same thing are catching up with teams managing real production workflows. One replays a recorded sequence and breaks when the page changes. The other reads the current state of the page and reasons through whatever it finds. The comparison below maps out where each approach holds up, where it breaks, and how to match your actual workflow conditions to the right tool. TLDR: * RPA automates a fixed path and breaks silently when porta
Suchintan SinghAgentic Process Automation & RPA
Jul 18, 202617 min read
APA Control Plane for Agentic Automation (July 2026)
If you're running agentic process automation across more than a handful of portals, the wall where individual agents fall short is familiar. State doesn't persist across session timeouts. Exceptions have nowhere to go. There's no audit trail when something goes wrong. APA control plane agentic process automation is the infrastructure layer that solves those problems, and understanding how it works changes how you think about building automation that actually holds up in production. Skyvern is an
Suchintan SinghAgentic Process Automation & RPA

Latest in Web Scraping & Data Extraction

View all 6 posts

Oct 17, 20258 min read
Asking AI to build scrapers should be easy right?
TL;DR - We just gave Skyvern the ability to write and maintain its own code, making it 2.7x cheaper and 2.3x faster. Give it a prompt (or a series of prompts), and the AI will generate and maintain playwright code while it runs. Try out the via Open Source or Cloud 💡 Recap: What is Skyvern? It’s an open source tool that helps companies automate things in the browser with AI. We use computer vision + LLMs to turn prompts into automations that run. We serve both technical and non-technical custo
Suchintan SinghWeb Scraping & Data Extraction
Oct 13, 20257 min read
Python Web Scraping Tutorial: Complete Guide Updated July 2026
You've probably spent hours wrestling with Python scraping libraries that break whenever a site updates. Tools like Beautiful Soup and Selenium were built for a simpler web (one that no longer exists in 2025). Modern websites actively block scrapers with shifting layouts, anti-bot measures, and JavaScript execution that make XPath selectors useless overnight. A scraper that works today can break within days on sites with frequent layout updates or active anti-bot policies. In this post, we'll c
Suchintan SinghWeb Scraping & Data Extraction
Sep 29, 20257 min read
What Are Residential Proxies? Complete Overview August 2026
You've likely hit that frustrating wall where your web scraping gets blocked or certain sites just won't load from your location. When residential proxy vs VPN becomes a consideration, you're usually dealing with automation challenges that need smarter solutions than basic scripts can provide. The truth is, residential proxies have become important for anyone serious about reliable web automation, but there's a lot of confusion about what they actually do and when you need them. TLDR: * Resi
Suchintan SinghWeb Scraping & Data Extraction

Latest in Healthcare Automation

View all 18 posts

Sep 4, 20266 min read
Automated Credentialing: How AI changes everything
If you are researching automated credentialing, your team is probably entering the same provider data into several systems, chasing missing documents, and checking portals for updates. I know that administrative burden all too well. Healthcare and provider credentialing work still happens in websites that do not have a suitable API and forces manual credentialing processes with time consuming manual data entry. Someone still has to copy/paste data into a state board portal, CAQH, NPPES, or a
Suchintan SinghHealthcare Automation
Aug 30, 202611 min read
Medicaid enrollment automation for hospitals: a state-by-state guide
Compare nine state Medicaid application workflows, see what hospitals can automate, and learn how to measure ROI while keeping human review.
Suchintan SinghHealthcare Automation
Aug 30, 20268 min read
How to automate Indiana Medicaid application prep after hospital PE
A step-by-step tutorial showing how Skyvern prepares a full Indiana Medicaid application after a hospital PE handoff and stops for human review.
Suchintan SinghHealthcare Automation

Latest in Finance & Insurance Automation

View all 8 posts

Aug 7, 20266 min read
Utility Bill Data Extraction Automation Guide (August 2026)
When your Puppeteer script can't find the download button after a portal redesign, you're not dealing with a small bug. You're looking at days of developer time to fix selectors, multiplied by however many vendor portals broke this month. Traditional utility bill data extraction automation fails at scale because it memorizes specific page structures instead of understanding what those pages actually do, which means every interface change becomes your problem to solve manually. TLDR: * Manual
Suchintan SinghFinance & Insurance Automation
Apr 4, 20268 min read
Automating Bank Statement Downloads and Financial Data Reconciliation (March 2026)
Every month, someone on your team logs into the same 18 bank portals, clicks through the same navigation flows, and downloads the same statement files. That process eats up days before reconciliation can even start. Automated bank statement downloads flip that sequence: the system handles every login simultaneously, reads each portal's interface the way a person would, and delivers structured transaction data directly to your accounting system. The manual collection step disappears entirely, and
Suchintan SinghFinance & Insurance Automation
Apr 4, 202610 min read
Automating Mortgage and Lending Workflows on Lender Portals (March 2026)
Origination costs dropped to $3,200 per loan when digital tools took over, but underneath that number sits a processor manually logging into warehouse lender portals, copying borrower data across five different field structures, and waiting for 2FA codes. Your LOS handles internal pipeline work, but it doesn't touch the external portals where your team spends hours working through systems built without APIs. Mortgage portal automation fills that gap by replacing manual sessions with workflows th
Suchintan SinghFinance & Insurance Automation

Latest in Legal & Compliance Automation

View all 11 posts

Sep 23, 20269 min read
9 Best Tools for Security Questionnaire Automation
Security questionnaires are important for closing big enterprise deals. But tracking down answers, gathering evidence, and getting approvals is repetitive, time-consuming work. Security questionnaire automation tools help you reuse that work. The right tool finds approved answers. It flags questions for experts. It also helps send the completed questionnaire in the buyer’s format. The choice comes down to where you get stuck. Do you need a better answer library? A place for buyers to find secu
Suchintan SinghLegal & Compliance Automation
Apr 11, 202610 min read
How to Automate Construction Permit Applications and Inspection Forms (April 2026)
Your team files 100+ permits per month across ten states, and every jurisdiction wants a different form layout, file format, and authentication method. Traditional automation falls apart here because scripts built for one city's portal don't work anywhere else, leaving you stuck rebuilding workflows from scratch every time you enter a new market. Construction permit automation solves this by reading pages the way a human does instead of parsing HTML, so the same workflow handles portals it's nev
Suchintan SinghLegal & Compliance Automation
Apr 11, 202610 min read
Automating Education Enrollment and Student Portal Workflows (April 2026)
Your enrollment coordinators spend hours each week on tasks that could run overnight without anyone touching a keyboard, but student portal automation keeps breaking every time a portal updates its layout. Traditional RPA tools rely on selectors tied to specific HTML structures, so when Slate redesigns its dashboard or Banner shifts a form field, your workflows stop working and someone has to track down the bug. The real cost shows up when response times to prospective students slow down because
Suchintan SinghLegal & Compliance Automation

Latest in Business Operations Automation

View all 12 posts

Apr 11, 202611 min read
How to Automate Grocery Price Comparison Across Local Competitor Websites (April 2026)
When you're manually tracking grocery prices across competitor sites, you're always working with yesterday's data. Your analyst pulls prices Monday morning, but produce costs shift with supply chains, promotions drop at midnight, and by Wednesday you're making calls based on numbers that no longer reflect what shoppers actually see. Automated grocery price comparison uses computer vision to identify prices by appearance instead of fragile code selectors, so when competitor sites redesign their p
Suchintan SinghBusiness Operations Automation
Apr 4, 202612 min read
How to Automate Travel Booking with Browser Agents (August 2026)
Booking travel at scale means your team is stuck toggling between portals that look easy from the outside but turn into a mess the moment you need to process volume. Travel booking automation software solves this with browser agents that automate the full workflow, log into portals you've never configured them for, and keep running when sites update their UI, because they read pages by meaning instead of fragile code selectors that break constantly. TLDR: * Browser agents automate travel book
Suchintan SinghBusiness Operations Automation
Mar 27, 20269 min read
Automating Employee Onboarding and Benefits Enrollment Across HR Portals (March 2026)
You log into ADP for payroll, then Blue Cross for medical, then VSP for vision, then your 401(k) provider, then two state tax portals. Automating employee onboarding consolidates that into one workflow where you pass employee data once and automation handles every portal in parallel. The entire onboarding sequence across disconnected systems completes in minutes instead of consuming 40 hours of your team's time re-entering the same information with different login credentials and form structures
Suchintan SinghBusiness Operations Automation

Latest in Engineering & Research

View all 13 posts

Jul 15, 20262 min read
Rustwright: Playwright rewritten in rust that occupies 70% less memory (and is 2.55x faster)
Hey everyone, Suchintan from Skyvern (YC S23). We run browser automation for AI agents at scale, and we're launching Rustwright: Playwright on an in-process Rust CDP engine. The engine consumes 70% less memory than Playwright, and is 2.55x faster to boot. We built this to improve Skyvern’s memory footprint, and thought this would be independently valuable to the broader community The whole idea fits in two lines: playwright-python: your code ──pipe──► Node driver ──CDP──► Chromium rustwrig
Suchintan SinghEngineering & Research
Jun 19, 20267 min read
How We Cut Token Count by 11% and Boosted Success Rate by 3.9% Using HTML Instead of JSON in LLM Calls (Updated June 2026)
Every time Skyvern takes an action on a web page, it sends an annotated screenshot plus a structured description of every interactable element to a multimodal LLM: buttons, inputs, dropdowns, the works. That description is where a lot of tokens go. We'd been representing those elements as JSON, which is readable and explicit, but also verbose. After hearing from others in the space that HTML and markdown representations could cut token counts by 15% or more, we decided to test it ourselves. The
Suchintan SinghEngineering & Research
Apr 3, 202612 min read
Getting Claude to QA Its Own Frontend Work | Updated July 2026
Just a brief recap: people use Skyvern to automate the repetitive browser work nobody wants to do: pulling invoices from vendor portals, filling out healthcare forms, extracting data from sites that don’t have APIs. You can try it out here: https://github.com/Skyvern-AI/Skyvern We’ve been using Claude code a lot and kept running into the same failure mode: the code looks kinda right, type checks pass, but when you go to test the changes, something’s off: button doesn’t fire, form overflows or t
Suchintan SinghEngineering & Research

Latest in Building on Skyvern

View all 2 posts

Sep 14, 20267 min read
Automate Form Filling with Skyvern AI Browser Automation
Automate form filling in a robust, repeatable way using Skyvern's AI browser automation suite
Suchintan SinghBuilding on Skyvern
Dec 13, 20244 min read
Getting Started with Skyvern: What You Need to Know
Skyvern is the perfect solution for companies looking to automate repetitive browser-based tasks without the hassle of fragile scripts. In this post, we’ll give you a quick tour of Skyvern’s features, walk you through setting up your first workflow, and explain how it scales across multiple websites with ease. There’s no need to waste time on manual processes anymore. With Skyvern, you can automate everyday tasks, from downloading invoices to filling out complex forms. Why Companies Need Auto
Suchintan SinghBuilding on Skyvern