Playwright Automation Setup Needed

@vishal1145

Your vendor automation breaks because you're treating third-party portals like static APIs. They're not. When a vendor changes a CSS class or adds a modal, your Playwright scripts fail silently, and you're debugging production incidents instead of preventing them. Quick question - are you currently using visual regression testing or just relying on selector-based assertions? And what's your average time-to-recovery when a vendor portal changes their UI? Here's how I'd stabilize this: - PLAYWRIGHT + PYTHON: Implement multi-layered selector strategies (data-testid fallback to XPath fallback to visual anchors) so scripts self-heal when vendors change class names. I've reduced automation breakage by 70% using this approach for a logistics client with 40+ vendor portals. - DOCKER + ASYNC WORKERS: Build a circuit breaker pattern that quarantines failing vendor modules without crashing the entire queue. Your background workers should detect anomalies (unexpected DOM structure, timeout patterns) and alert before customers notice failures. - RETRY LOGIC: Design exponential backoff with jitter for session timeouts and implement screenshot diffing to detect when a vendor rolled out a UI change. I've built systems that auto-capture DOM snapshots on failure so you're not blind when debugging. - SESSION MANAGEMENT: Use Playwright's storage state persistence with Redis caching to avoid re-authenticating on every task. For portals with CSRF tokens or OAuth flows, I'll implement token refresh logic that handles edge cases like expired sessions mid-workflow. I've maintained RPA systems processing 50K+ transactions monthly across vendor portals that change without warning. The difference between a fragile automation and a resilient one is anticipating failure modes before they hit production. Let's schedule a 15-minute call to walk through your current failure patterns - I need to see your retry logic and error handling before proposing the stabilization roadmap.

@mayankinnovative

Hi, As per my understanding: You are operating a production-grade workflow automation platform where the primary challenge is maintaining reliable browser automation across unstable third-party vendor portals. The platform already has a functional architecture, and the key requirement now is improving automation resiliency, debugging vendor-specific failures, stabilizing Playwright workflows, and ensuring long-running automation reliability within a distributed Python/Docker environment. Implementation approach: I have strong experience with Python automation systems, Playwright-based browser workflows, async task execution, and maintaining automation against dynamic third-party web applications. I can help stabilize vendor adapters by improving selector strategies, retry/recovery mechanisms, session persistence, timeout synchronization, iframe handling, and resilient workflow orchestration. My approach would focus on reducing fragile DOM dependencies, implementing structured debugging/logging, improving failure visibility, and optimizing concurrent browser execution within Dockerized Linux environments. I am also comfortable working with queue-based architectures, stateful automation pipelines, background workers, and production monitoring to reduce operational interruptions caused by vendor-side UI changes. A few quick questions: Which queue/orchestration system is currently being used (Celery, RQ, custom workers, etc.)?

@chiragardeshna

Hi there, Strong alignment with this project comes from experience building and stabilizing browser automation systems for vendor portals, workflow orchestration, and production-grade processing environments. Clear understanding of the requirement to maintain resilient Playwright + Python automations handling fragile DOM structures, legacy portals, session workflows, async task execution, and vendor-side UI changes. Hands-on expertise with Playwright, Python async architecture, Docker, queue workers, and automation debugging ensures reliable workflow execution and scalable browser operations. Risk is minimized through selector stabilization, retry/recovery handling, structured logging, session management, and proactive automation monitoring across vendor workflows. Available to start immediately happy to review the current setup, share relevant experience, and discuss stabilization priorities. Recent work: https://www.freelancer.com/u/chiragardeshna Regards Chirag

@ashinnd84

Hello there, we are a team of senior Full Stack Web and Mobile App Developers and we can do this project in no time. Please, send me a message to discuss the work. Thanks Ashish Kumar.

@technologiesit

As a seasoned Full Stack Developer and Digital Solutions Expert with over 10 years of experience, I am uniquely equipped to spearhead your Playwright Automation Setup project. My forte in website and mobile app development couples ideally with the core functionalities of your platform, such as the web-based admin/dashboard interface, Backend APIs and task orchestration services, and browser automation workflows using Playwright + Python. My technical skills align directly with your platform's needs: Python-based backend architecture, Playwright-driven browser automation layer, Async/background task execution, Dockerized deployment environment. Moreover, my flair for UI/UX & Graphic Design guarantees not just operationally efficient but elegantly rendered inter-company/vendor communications. Key challenges like Automation Resiliency and Selector Stability are integral to my everyday functioning as a developer. From maintaining long-running automation systems to debugging intermittent automation failures, I have hands-on experience optimizing automated systems against evolving environments- exactly what you require. The fact that I don't just develop websites but build solutions that grow businesses sets me apart. My aim is not just to make your platform functional but scalable, secure & impactful in terms of results generated. Let's join forces!

@iimtpradeepdash

Hi! Your point about Playwright automations breaking when vendors update their portals is the real pain in this kind of system. Keeping browser bots stable with shifting UIs and fragile DOMs is a challenge that hits every week. I’ve built and debugged browser automations for several SaaS platforms at production scale, often in setups with vendor-specific logic, async worker queues, and Docker-based deploys. Happy to look at your current Playwright scripts, help trace intermittent failures, improve selector strategy, and add detection for common UI changes. I also handle session handling, retries, and async pipelines—the nuts and bolts that keep these bots running day after day. One thing I’d want to know first: do you version your vendor adapters, or do all bots update live when you push a fix? That impacts how I’d design recovery and rollbacks. If you want, I can review one broken vendor flow for free and suggest specific fixes. You can also see the kind of SaaS automation work I’ve done at work.techindika.com. — Pradeep

@fullstack0407

I have read your job post and I am interested in your automation project. I am a Python developer with experience in Playwright browser automation, API integration, and backend workflow systems. I have worked on automation tools that handle login sessions, data extraction, and background task processing. I understand your main issue is unstable vendor portal automation. My approach is to first review your existing code and reproduce the broken flows. Then I will debug selectors, improve retry and session handling, and stabilize Playwright scripts for different vendor UIs. I will also improve async task handling and Docker setup if needed. My goal is to make your automation system more stable, reduce failures, and handle vendor UI changes better with clean and maintainable code. I am ready to start immediately and support long-term improvements.

@srujank0903

Hello sir, I am an experienced Python and Playwright automation engineer with a strong background in building production-grade browser automation and long-running vendor workflow systems. Having worked extensively with dynamic, iframe-heavy, and JS-intensive web portals, I understand the nuances of maintaining resilient automations under constantly changing vendor conditions. For your production workflow automation SaaS, I can: Debug and stabilise vendor-specific Playwright modules Enhance session handling, selector stability, and retry/recovery logic Implement robust async Python workflows and concurrency handling Scale background queue workers in Dockerised environments Ensure long-term sustainability of automation pipelines against vendor-side changes With prior experience in RPA-style solutions and workflow orchestration for third-party portals, I can focus immediately on maintaining and improving automation reliability without additional ramp-up time. I would be happy to discuss your current vendor issues and propose a phased plan to enhance automation stability. Regards,

@kshubham102

Hi, I’ve worked on long-running Playwright/Python systems where the real challenge is not building the automation once — it’s keeping unstable third-party vendor workflows reliable in production. I already built scraper website which inlcude: Playwright/Python systems Your architecture already sounds solid, so my focus would be: • Stabilizing fragile vendor automations • Improving retry/recovery/session management • Reducing breakage from DOM/UI changes • Debugging intermittent Playwright failures • Optimizing concurrent browser execution and worker reliability Key areas I can help with: • Robust selector strategies (fallback chains, semantic locators, iframe handling) • Session persistence & auth recovery • Async Playwright + queue worker optimization • Auto-retry/circuit-breaker patterns • Vendor workflow observability & logging • Docker/Linux production debugging • Handling JS-heavy and legacy iframe portals Technical Stack: • Python + Playwright • Async task orchestration • Dockerized multi-service environments • Background workers/queue systems • Automation monitoring & resiliency tooling What I’d deliver: • Stabilized vendor modules • Refactored automation reliability layer • Improved logging/debugging visibility • Documentation for future maintenance • Production-tested fixes with minimal disruption I’m comfortable stepping directly into existing production systems and improving reliability without rewriting the entire platform. Shubham Sharma

@mrresearcher99

Hello, I am a full-stack developer with 10+ years of experience building and maintaining complex automation platforms, SaaS systems, and production-grade backend architectures. Your project strongly aligns with my expertise, especially in Playwright + Python automation, async task processing, and stabilizing fragile third-party vendor workflows. I understand the challenges of maintaining long-running browser automation systems against constantly changing portals, legacy iframe structures, session-based authentication, and JS-heavy interfaces. I have hands-on experience with: * Python, Playwright, NodeJS * Async workflows & queue-based architectures * Dockerized Linux deployments * Automation resiliency & retry logic * Debugging intermittent automation failures * Workflow orchestration systems * API-driven SaaS platforms Additionally, I have strong experience with PHP, Laravel, ReactJS, VueJS, NextJS, MERN/MEAN stack, and mobile app development for Android/iOS. I can help stabilize vendor automations, improve reliability, optimize execution workflows, and support long-term platform scalability. Best regards

@dushyant317

Hi, I have strong experience building and stabilizing production-grade Playwright/Python automation systems for complex third-party portals, including iframe-heavy legacy apps, async workflow orchestration, resilient selector strategies, session recovery, retry handling, and Dockerized worker environments. I can help harden your vendor automation layer, reduce intermittent failures, improve observability/debugging, and build scalable, maintainable automation modules that remain stable even as vendor UIs evolve.

@mrkk4ever

Dear Client I saw your requirements regarding to develop an automation application development using playwright in python. I can develop this bot based on your requirements ASAP. I developed many application is similar to your requirements. Such as an scrapping application, browser automation application using various frameworks including playwright. Let share further details. Thanks and Regards Kannadasan K

@adityabhalsod007

Hi, Your project aligns closely with my experience building and maintaining Python-based automation systems for complex third-party workflows. I have hands-on expertise with Playwright, async Python architectures, Dockerized services, and stabilizing long-running browser automations in production environments. I understand the real challenge here is not CRUD development, but maintaining resilient automation against unstable vendor portals, iframe-heavy legacy systems, dynamic DOM changes, session handling, and intermittent workflow failures. I’ve worked on automation pipelines involving retries, selector hardening, background workers, state management, and debugging flaky browser interactions under concurrent execution loads. I’m comfortable working across vendor-specific adapters, improving recovery logic, optimizing automation reliability, and troubleshooting production issues efficiently. My focus is writing maintainable, scalable automation workflows that minimize operational interruptions and manual intervention. I’d be glad to contribute to stabilizing and scaling your automation platform. Best regards, Aditya

@lokeshn30

Hi, Your platform is exactly the kind of engineering-heavy automation system I enjoy working on. I understand this is not a standard SaaS CRUD application — the real challenge is maintaining stable, resilient browser automation against constantly changing third-party vendor portals. I have experience working with automation workflows, async backend systems, Playwright-based browser interactions, and debugging fragile UI-driven processes where selector stability, session persistence, retries, and recovery logic are critical. What I can help with: • Playwright automation stabilization • Vendor workflow debugging & recovery logic • Selector hardening & resiliency improvements • Async/background task optimization • Session/authentication handling • Legacy iframe & dynamic portal automation • Retry strategies & failure monitoring • Dockerized Python service workflows • Long-running automation reliability improvements • Queue/worker execution troubleshooting I’m comfortable working inside production systems where reliability, observability, and graceful recovery are more important than quick scripting. Relevant stack experience: • Python • Playwright • Async workflows • Docker/Linux • Stateful automation systems • Multi-service backend environments I’d be happy to discuss your current automation pain points, vendor instability patterns, and stabilization priorities further. Lokesh

@TechizeBuilder

Hi, I came across your project "Playwright Automation Setup Needed" and I'm confident I can help you with it. About Me: I'm a full stack developer and agency owner with over 8+ years of experience in PHP, Web Development, Python. , and I understand exactly what’s needed to deliver high-quality results on time. Why Choose Me? - ✅ Expertise in required Technologies and 1 year post deployment free support - ✅ On-time delivery and excellent communication - ✅ 100% satisfaction guarantee Let’s discuss your project in more detail. I’m available to start immediately and would love to hear more about your goals. Looking forward to working with you! Best regards, Deepak Hello, We provide complete ERP solutions tailored to business requirements such as HRMS, CRM, inventory management, sales, finance, employee management, and custom workflow automation. We already have a working ERP demo available that can help you understand the system capabilities, modules, user roles, and customization possibilities before project initiation. Our solution is scalable, user-friendly, and can be customized according to your business processes and future expansion needs. Let’s connect to discuss your requirements in detail and schedule a demo. Thanks.

@Mojiboy

With my extensive experience in designing scalable and reliable backend systems, I believe I am the ideal candidate for your project. Having worked with Python for automation and data scraping specifically, I am well-versed in the technical architecture of your project and understand the unique challenges you face. My skill set aligns perfectly with the technical characteristics of your platform: Python-based backend architecture, Playwright-driven browser automation layer, Dockerized deployment environment, asynchronous workflows, multi-service operational architecture.. Additionally, my prior work with dealing with dynamic and fragile web applications as well as session-based authentication systems has given me valuable troubleshooting skills when it comes to handling third-party portal instability and debugging intermittent automation failures. I don't see myself as just someone who writes code; rather, I'm focused on building production-grade systems and engineering software for reliability and durability, ensuring smooth functioning even in the face of external changes. This aligns perfectly with your need to automate interactions with multiple unpredictable third-party vendor portals.

@amitsech17

Hello, i am having experience of more than 10 years as an automation enginner, lets connect to discuss about your project

@karthikresonite

Hi, Resonite Technologies can support your production Playwright + Python automation platform with a proven team experienced in browser automation, RPA-style workflows, async workers, Docker/Linux, and vendor portal stabilization. We can help with: ✔ Playwright automation debugging and reliability fixes ✔ Stable selector strategy for dynamic/legacy/iframe-heavy portals ✔ Session handling, retries, timeout recovery, and error logging ✔ Vendor-specific adapter/module stabilization ✔ Document upload/download automation ✔ Queue/background worker workflow improvements ✔ Dockerized deployment and Linux troubleshooting ✔ Monitoring, screenshots/traces, and failure diagnostics We understand this is not basic CRUD work; the challenge is keeping third-party vendor workflows stable as portals change. Our approach is to audit failing flows, improve selectors and waits, add recovery logic, and create clear debugging reports for long-term maintainability. Available to start immediately for ongoing stabilization and production support. — Resonite Technologies

@jemelito10

Selector stability is the part most Playwright shops get wrong. They write CSS selectors against current DOM and the script breaks the next time the vendor pushes a class rename. The right pattern: prefer accessible role-based locators (getByRole, getByLabel, getByText) over brittle CSS, and when you must use CSS, anchor on stable attributes (data-testid if present, or content-based xpath as last resort). For the vendor adapter pattern: each vendor module implements a common interface (login, fetch_orders, accept_order, etc) so the orchestrator stays agnostic. When a vendor breaks, you patch one adapter, not the whole pipeline. Add a health-check job per vendor that runs every few hours and pings the basic flow, catching breakage before customers do. Session handling through Playwright's storage_state for persisted cookies, refreshed on detection of a login redirect. Iframe-heavy portals handled with frame_locator, async with semaphore-controlled concurrency to keep memory in check when scaling browser workers. Retry logic split into two layers: low-level Playwright retries (network flakes, dialog popups) and high-level workflow retries (the order didn't show up, retry the fetch in 5 minutes). Different failure modes need different responses. Available for ongoing stabilization work too, not just one-off fixes. ₹25,000 INR for an initial 20-hour engagement to debug current failing vendors and document the pattern. Jemelito