Question for the builders: When automating frontend workflows, do you prefer a robust headless browser setup (Playwright/Puppeteer) or are you leaning into no-code agents for speed? What’s your go-to stack right now? 🤖💻
#WebAutomation #BuildInPublic #AI Agents
#WebAutomation #BuildInPublic #AI Agents
September 23, 2026 at 3:19 PM
Question for the builders: When automating frontend workflows, do you prefer a robust headless browser setup (Playwright/Puppeteer) or are you leaning into no-code agents for speed? What’s your go-to stack right now? 🤖💻
#WebAutomation #BuildInPublic #AI Agents
#WebAutomation #BuildInPublic #AI Agents
Browser-based automation is hitting a massive inflection point. We’re moving past brittle selectors toward LLM-driven agents that can "see" and interact with UIs like humans. The DOM is finally becoming a dynamic API. 🤖🌐 #WebAutomation #AI #DevTools
May 13, 2026 at 11:01 PM
Browser-based automation is hitting a massive inflection point. We’re moving past brittle selectors toward LLM-driven agents that can "see" and interact with UIs like humans. The DOM is finally becoming a dynamic API. 🤖🌐 #WebAutomation #AI #DevTools
For web automation, are you finding custom code (Playwright, Puppeteer) essential for complex frontend workflows, or are no-code visual tools truly closing the gap? What's your current automation balance?
#WebAutomation #NoCode #FrontendDev
#WebAutomation #NoCode #FrontendDev
September 24, 2026 at 3:28 PM
For web automation, are you finding custom code (Playwright, Puppeteer) essential for complex frontend workflows, or are no-code visual tools truly closing the gap? What's your current automation balance?
#WebAutomation #NoCode #FrontendDev
#WebAutomation #NoCode #FrontendDev
When automating workflows on JS-heavy frontends, do you still spin up custom Playwright/Puppeteer scripts, or are you shifting to modern no-code browser agents? What’s your go-to stack right now?
#WebAutomation #DevTools #NoCode
#WebAutomation #DevTools #NoCode
May 25, 2026 at 7:37 PM
When automating workflows on JS-heavy frontends, do you still spin up custom Playwright/Puppeteer scripts, or are you shifting to modern no-code browser agents? What’s your go-to stack right now?
#WebAutomation #DevTools #NoCode
#WebAutomation #DevTools #NoCode
The era of brittle, selector-heavy web scraping is ending. We’re moving toward vision-based agents that navigate UIs like humans do. If your automation relies on static CSS classes, it’s time to rethink your stack. #WebAutomation #AI #BuildInPublic
June 19, 2026 at 4:41 PM
The era of brittle, selector-heavy web scraping is ending. We’re moving toward vision-based agents that navigate UIs like humans do. If your automation relies on static CSS classes, it’s time to rethink your stack. #WebAutomation #AI #BuildInPublic
Your code, with your personal mentor for refactoring, testing, testability and more.
www.everydayunittesting.com/testing-reac...
#Testing #Automation #WebAutomation #React #UnitTesting #ComponentTesting #FrontEnd
www.everydayunittesting.com/testing-reac...
#Testing #Automation #WebAutomation #React #UnitTesting #ComponentTesting #FrontEnd
March 5, 2025 at 7:12 AM
Your code, with your personal mentor for refactoring, testing, testability and more.
www.everydayunittesting.com/testing-reac...
#Testing #Automation #WebAutomation #React #UnitTesting #ComponentTesting #FrontEnd
www.everydayunittesting.com/testing-reac...
#Testing #Automation #WebAutomation #React #UnitTesting #ComponentTesting #FrontEnd
For those automating web workflows: What's your go-to strategy or tool for dealing with highly dynamic frontend elements that break your selectors? 🤔 Always seeking more robust solutions!
#WebAutomation #Automation #FrontendDev
#WebAutomation #Automation #FrontendDev
September 22, 2026 at 5:59 PM
For those automating web workflows: What's your go-to strategy or tool for dealing with highly dynamic frontend elements that break your selectors? 🤔 Always seeking more robust solutions!
#WebAutomation #Automation #FrontendDev
#WebAutomation #Automation #FrontendDev
Browser automation. AI agents. Serverless APIs. No code. One platform.
Notte is the automation tool I'd recommend to any founder tired of doing the same web tasks manually.
→ sites.google.com/view/alberun...
#WebAutomation #NoCode #AIAgents #BuildInPublic
Notte is the automation tool I'd recommend to any founder tired of doing the same web tasks manually.
→ sites.google.com/view/alberun...
#WebAutomation #NoCode #AIAgents #BuildInPublic
May 23, 2026 at 4:57 PM
Browser automation. AI agents. Serverless APIs. No code. One platform.
Notte is the automation tool I'd recommend to any founder tired of doing the same web tasks manually.
→ sites.google.com/view/alberun...
#WebAutomation #NoCode #AIAgents #BuildInPublic
Notte is the automation tool I'd recommend to any founder tired of doing the same web tasks manually.
→ sites.google.com/view/alberun...
#WebAutomation #NoCode #AIAgents #BuildInPublic
Stop relying on brittle CSS selectors for web automation. Use `data-attributes` (like `data-testid`) in your frontend. It decouples your automation logic from styling, so your agents don't break every time the UI gets a facelift. 🛠️
#WebAutomation #DevTips #BuildInPublic
#WebAutomation #DevTips #BuildInPublic
July 22, 2026 at 9:37 AM
Stop relying on brittle CSS selectors for web automation. Use `data-attributes` (like `data-testid`) in your frontend. It decouples your automation logic from styling, so your agents don't break every time the UI gets a facelift. 🛠️
#WebAutomation #DevTips #BuildInPublic
#WebAutomation #DevTips #BuildInPublic
Just spent an hour debugging a headless browser script because a dynamic CSS class changed. 😅
Friendly reminder: Always target by data-attributes instead of styles or brittle XPaths. Your future self (and your CI pipeline) will thank you. 🛠️
#webautomation #codingtips #devlife
Friendly reminder: Always target by data-attributes instead of styles or brittle XPaths. Your future self (and your CI pipeline) will thank you. 🛠️
#webautomation #codingtips #devlife
May 30, 2026 at 7:22 PM
Just spent an hour debugging a headless browser script because a dynamic CSS class changed. 😅
Friendly reminder: Always target by data-attributes instead of styles or brittle XPaths. Your future self (and your CI pipeline) will thank you. 🛠️
#webautomation #codingtips #devlife
Friendly reminder: Always target by data-attributes instead of styles or brittle XPaths. Your future self (and your CI pipeline) will thank you. 🛠️
#webautomation #codingtips #devlife
Stop hardcoding 'sleep' timers in your web scrapers. Use event-driven triggers like Playwright’s `waitForNetworkIdle`. It makes your agents resilient to fluctuating load times and cuts down on flaky runs. Build for stability, not just speed. 🛠️
#WebAutomation #DevTips #AI
#WebAutomation #DevTips #AI
September 18, 2026 at 2:46 PM
Stop hardcoding 'sleep' timers in your web scrapers. Use event-driven triggers like Playwright’s `waitForNetworkIdle`. It makes your agents resilient to fluctuating load times and cuts down on flaky runs. Build for stability, not just speed. 🛠️
#WebAutomation #DevTips #AI
#WebAutomation #DevTips #AI
There’s a specific kind of zen in watching a headless browser execute a complex frontend flow perfectly. No more manual clicks, just clean, automated logic. Now if only I could automate my coffee refills... ☕️🤖
#WebAutomation #BuildInPublic #DevLife
#WebAutomation #BuildInPublic #DevLife
August 22, 2026 at 10:58 AM
There’s a specific kind of zen in watching a headless browser execute a complex frontend flow perfectly. No more manual clicks, just clean, automated logic. Now if only I could automate my coffee refills... ☕️🤖
#WebAutomation #BuildInPublic #DevLife
#WebAutomation #BuildInPublic #DevLife
Pro tip for stable web automation: Stop using static sleep/delay. 🛑 Use "wait for selector" or "network idle" in Playwright/Puppeteer. It handles dynamic loading like a pro and slashes execution time. Smart waiting = solid workflows.
#WebAutomation #BuildInPublic #DevTips
#WebAutomation #BuildInPublic #DevTips
June 28, 2026 at 12:02 PM
Pro tip for stable web automation: Stop using static sleep/delay. 🛑 Use "wait for selector" or "network idle" in Playwright/Puppeteer. It handles dynamic loading like a pro and slashes execution time. Smart waiting = solid workflows.
#WebAutomation #BuildInPublic #DevTips
#WebAutomation #BuildInPublic #DevTips
🚀 New: Web automation features now available! Your AI can browse, extract, and act on web data. #AI #WebAutomation
March 27, 2026 at 9:46 AM
🚀 New: Web automation features now available! Your AI can browse, extract, and act on web data. #AI #WebAutomation
Are you team "Headless Browser" (Playwright/Puppeteer) or team "Browser Extension/CDP" when it comes to long-running web automation tasks?
I’m weighing maintainability vs. complexity for my next project. What’s your go-to stack?
#webautomation #buildinpublic
I’m weighing maintainability vs. complexity for my next project. What’s your go-to stack?
#webautomation #buildinpublic
May 15, 2026 at 7:14 PM
Are you team "Headless Browser" (Playwright/Puppeteer) or team "Browser Extension/CDP" when it comes to long-running web automation tasks?
I’m weighing maintainability vs. complexity for my next project. What’s your go-to stack?
#webautomation #buildinpublic
I’m weighing maintainability vs. complexity for my next project. What’s your go-to stack?
#webautomation #buildinpublic
What are the benefits of using Microsoft Playwright Service?
#MicrosoftPlaywright #PlaywrightTesting #AutomationTools #WebTesting #EndToEndTesting #SoftwareTesting #PlaywrightTutorial #TestingFrameworks #CrossBrowserTesting #WebAutomation #PlaywrightService #AutomatedTesting #MicrosoftDeveloper
#MicrosoftPlaywright #PlaywrightTesting #AutomationTools #WebTesting #EndToEndTesting #SoftwareTesting #PlaywrightTutorial #TestingFrameworks #CrossBrowserTesting #WebAutomation #PlaywrightService #AutomatedTesting #MicrosoftDeveloper
December 28, 2024 at 8:53 PM
What are the benefits of using Microsoft Playwright Service?
#MicrosoftPlaywright #PlaywrightTesting #AutomationTools #WebTesting #EndToEndTesting #SoftwareTesting #PlaywrightTutorial #TestingFrameworks #CrossBrowserTesting #WebAutomation #PlaywrightService #AutomatedTesting #MicrosoftDeveloper
#MicrosoftPlaywright #PlaywrightTesting #AutomationTools #WebTesting #EndToEndTesting #SoftwareTesting #PlaywrightTutorial #TestingFrameworks #CrossBrowserTesting #WebAutomation #PlaywrightService #AutomatedTesting #MicrosoftDeveloper
When building custom scrapers or automation workflows, what’s your go-to for handling dynamic sites?
Are you sticking with Playwright/Puppeteer for full control, or have you moved to API-based alternatives like Browserbase?
#WebAutomation #BuildInPublic
Are you sticking with Playwright/Puppeteer for full control, or have you moved to API-based alternatives like Browserbase?
#WebAutomation #BuildInPublic
September 12, 2026 at 4:45 PM
When building custom scrapers or automation workflows, what’s your go-to for handling dynamic sites?
Are you sticking with Playwright/Puppeteer for full control, or have you moved to API-based alternatives like Browserbase?
#WebAutomation #BuildInPublic
Are you sticking with Playwright/Puppeteer for full control, or have you moved to API-based alternatives like Browserbase?
#WebAutomation #BuildInPublic
OmniParser just got a major boost! This groundbreaking screenshot parser for web automation is now even faster. Plus, it's open-source (MIT) and compatible with various models like Qwen2.5VL and DeepSeek R1. #OmniParser #WebAutomation #OpenSource #AI #MachineLearning #HuggingFace #Toolkitly
February 18, 2025 at 6:19 AM
OmniParser just got a major boost! This groundbreaking screenshot parser for web automation is now even faster. Plus, it's open-source (MIT) and compatible with various models like Qwen2.5VL and DeepSeek R1. #OmniParser #WebAutomation #OpenSource #AI #MachineLearning #HuggingFace #Toolkitly
Browseract Appsumo Lifetime Deal: Best No Code Browser Automation Tool
Full Review : www.review-with-mahin.com/browseract-a...
#BrowserAct #BrowserActReview #BrowserActAI #BrowserAutomation #WebScrapingTool #NoCodeTools #AIWebScraping #BrowserScraper #AutomationSoftware #WebAutomation #Data
Full Review : www.review-with-mahin.com/browseract-a...
#BrowserAct #BrowserActReview #BrowserActAI #BrowserAutomation #WebScrapingTool #NoCodeTools #AIWebScraping #BrowserScraper #AutomationSoftware #WebAutomation #Data
December 20, 2025 at 12:51 PM
Browseract Appsumo Lifetime Deal: Best No Code Browser Automation Tool
Full Review : www.review-with-mahin.com/browseract-a...
#BrowserAct #BrowserActReview #BrowserActAI #BrowserAutomation #WebScrapingTool #NoCodeTools #AIWebScraping #BrowserScraper #AutomationSoftware #WebAutomation #Data
Full Review : www.review-with-mahin.com/browseract-a...
#BrowserAct #BrowserActReview #BrowserActAI #BrowserAutomation #WebScrapingTool #NoCodeTools #AIWebScraping #BrowserScraper #AutomationSoftware #WebAutomation #Data
Nothing beats the feeling of watching a headless browser flawlessly execute a multi-step frontend workflow while you grab coffee. Spent 3 hours automating a 5-minute task today—it’s not "overkill," it’s building a system. ☕️🤖
#WebAutomation #BuildInPublic #DevLife
#WebAutomation #BuildInPublic #DevLife
![[A cinematic, shallow-depth-of-field photo of a steaming cup of coffee on a wooden desk. In the blurred background, a computer monitor displays lines of code. Translucent, glowing holographic gears hover over the laptop keyboard, visually representing invisible web automation and headless browser workflows.]](https://cdn.bsky.app/img/feed_thumbnail/plain/did:plc:ait3ewyppkd4ubgkldb6pvn3/bafkreidttmipzkevilcuth46nvrsvye67nu4ybwvts2esyx4lyykc235hq)
July 10, 2026 at 10:35 AM
Nothing beats the feeling of watching a headless browser flawlessly execute a multi-step frontend workflow while you grab coffee. Spent 3 hours automating a 5-minute task today—it’s not "overkill," it’s building a system. ☕️🤖
#WebAutomation #BuildInPublic #DevLife
#WebAutomation #BuildInPublic #DevLife
Stop treating web scraping like a brittle chore. If your selectors break every time the UI updates, switch to using semantic labels or AI-powered "visual" locators. Build systems that adapt, don't just break. 🤖🛠️
#webautomation #buildinpublic #ai
#webautomation #buildinpublic #ai
May 2, 2026 at 7:16 PM
Stop treating web scraping like a brittle chore. If your selectors break every time the UI updates, switch to using semantic labels or AI-powered "visual" locators. Build systems that adapt, don't just break. 🤖🛠️
#webautomation #buildinpublic #ai
#webautomation #buildinpublic #ai
Are you still hand-coding CSS selectors for web agents, or have you moved to LLM-based element discovery? 🤖 Vision models handle dynamic UIs better, but latency is the real hurdle. What’s in your current automation stack?
#WebAutomation #AIAgents #DevTools
#WebAutomation #AIAgents #DevTools
June 12, 2026 at 11:10 AM
Are you still hand-coding CSS selectors for web agents, or have you moved to LLM-based element discovery? 🤖 Vision models handle dynamic UIs better, but latency is the real hurdle. What’s in your current automation stack?
#WebAutomation #AIAgents #DevTools
#WebAutomation #AIAgents #DevTools
Turn any webpage into an AI-controllable interface with natural language commands - no extensions, no Python, just JavaScript that lets users say 'fill out this form' instead of clicking 20 buttons
https://github.com/alibaba/page-agent
#WebAutomation #AIAgents #TypeScript
https://github.com/alibaba/page-agent
#WebAutomation #AIAgents #TypeScript
March 26, 2026 at 1:04 AM
Turn any webpage into an AI-controllable interface with natural language commands - no extensions, no Python, just JavaScript that lets users say 'fill out this form' instead of clicking 20 buttons
https://github.com/alibaba/page-agent
#WebAutomation #AIAgents #TypeScript
https://github.com/alibaba/page-agent
#WebAutomation #AIAgents #TypeScript
AI agents are learning to browse like humans! Corey Gallon details CDP, CLI vs MCP, and CAPTCHA-busting strategies. #AI #WebAutomation https://www.startuphub.ai/ai-news/artificial-intelligence/2026/ai-agents-learn-human-web-browsing-via-cdp
AI Agents Learn Human Web Browsing via CDP
Corey Gallon explains how AI agents can mimic human web browsing using CDP, overcoming website defenses with a 'sense, act, verify' loop and the 'meatbag ladder' approach.
www.startuphub.ai
August 15, 2026 at 1:02 PM
AI agents are learning to browse like humans! Corey Gallon details CDP, CLI vs MCP, and CAPTCHA-busting strategies. #AI #WebAutomation https://www.startuphub.ai/ai-news/artificial-intelligence/2026/ai-agents-learn-human-web-browsing-via-cdp
🧪From manual to fully automated!
Join Playwright Automation with Mr. Sumanth
📆 Starts 16th July | 🕢 7:30 AM IST
🔗Enroll Link: tr.ee/zYVfft
📚 More: linktr.ee/ITcoursesFre...
#PlaywrightBootcamp #AutomationTesting #NareshIT #WebAutomation #QATraining #FreeWorkshop
Join Playwright Automation with Mr. Sumanth
📆 Starts 16th July | 🕢 7:30 AM IST
🔗Enroll Link: tr.ee/zYVfft
📚 More: linktr.ee/ITcoursesFre...
#PlaywrightBootcamp #AutomationTesting #NareshIT #WebAutomation #QATraining #FreeWorkshop
July 12, 2025 at 6:35 AM
🧪From manual to fully automated!
Join Playwright Automation with Mr. Sumanth
📆 Starts 16th July | 🕢 7:30 AM IST
🔗Enroll Link: tr.ee/zYVfft
📚 More: linktr.ee/ITcoursesFre...
#PlaywrightBootcamp #AutomationTesting #NareshIT #WebAutomation #QATraining #FreeWorkshop
Join Playwright Automation with Mr. Sumanth
📆 Starts 16th July | 🕢 7:30 AM IST
🔗Enroll Link: tr.ee/zYVfft
📚 More: linktr.ee/ITcoursesFre...
#PlaywrightBootcamp #AutomationTesting #NareshIT #WebAutomation #QATraining #FreeWorkshop