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Checksum

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About

Checksum is an AI-powered tool that automatically generates and maintains end-to-end tests for web applications. It leverages machine learning models trained on real user sessions to create comprehensive test suites covering both happy paths and edge cases. The generated tests are self-maintaining and auto-healing, eliminating flakiness and reducing maintenance overhead. Checksum integrates with popular tools like Playwright, Cypress, Github, Gitlab, Jenkins, and CircleCI, and requires minimal integration effort (2 lines of Javascript). Checksum offers full test coverage within days, saving months of development time and enabling faster, bug-free releases.

Platform
Web
Keywords
aiend-to-end testingtest automationsoftware testinge2e tests
Task
software testing

Features

comprehensive test coverage

1-click test generation

no flakiness

autonomous testing suite

playwright and cypress test generation

self-maintaining and auto-healing tests

auto-generated tests

full coverage tests based on real usage data and help center articles

FAQs

How are you generating the tests and what is your coverage?

We train an AI model on real user sessions from your production environment. Our models learn how your users use your app, how they interact with elements, and the typical as well as the edge cases flows they take. Then we connect the model to a browser, gives it a username and password and let it generate tests. Since our model is trained specifically on your software, it executes every edge case and produces automated tests.

How can you test new features if your model is trained on user sessions?

Our model can extrapolate from production sessions and learn even how to test new features. By learning your UI conventions and how they manifest in real sessions, we can then generate tests for new features on the spot no new sessions.

What kind of tests are you generating?

Checksum.ai is using ML to generate end-to-end tests using Cypress or Playwright code.

What data are you collecting? Do you have any impact on my production performance?

To train the model, we are recording your user sessions in a similar way to solutions like Fullstory or Hotjar. To protect your users' privacy, we can work on staging only or completely anonymize data collection. Our impact on performance is non-existent as we use battle-tested open source tools used by Fortune 500 companies.

Is the SDK Integration required?

Not necessarily. We can also teach the model using help articles. To evaluate feasibility schedule a demo with us.

Job Opportunities

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Checksum

Head of Customer Engineering

AI-powered end-to-end testing tool that automatically generates, maintains, and heals tests based on real user sessions. Integrates with popular CI/CD tools.

engineeringonsiteSan Francisco, USA
$175,000 - $280,000
full-time

Benefits:

  • Competitive salary and benefits package

  • Lunch 3 days a week in office

Education Requirements:

  • Bachelor’s Degree in Computer Science, Statistics, Applied Mathematics, or other related fields.

  • PhD (preferred)

Experience Requirements:

  • 8+ years of software engineering experience

  • 4+ years of engineering management experience

Other Requirements:

  • Strong coding skills in JavaScript and TypeScript.

  • Proven ability to collaborate with stakeholders, including customers, and translate feedback into actionable solutions.

  • Excellent project management skills, with the ability to define and track success criteria.

  • Strong problem-solving abilities and attention to detail.

  • Experience with end-to-end test automation frameworks and building test suites.

  • Hands-on experience in QA processes, with a focus on automation

Responsibilities:

  • Lead customer implementation of end-to-end testing pipeline, ensuring high-quality software delivery.

  • Build and maintain end-to-end test automation frameworks and suites.

  • Work directly with customers, fostering empathy and ensuring their needs are met through efficient solutions.

  • Drive customer success, implementation and revenue expansion.

  • Write, review, and debug code in JavaScript and TypeScript to support both development and QA automation efforts. Collaborate closely with the Co-Founder and cross-functional teams to set and achieve clear success criteria.Support and mentor QA team members, helping to develop their technical and professional skills.Drive projects from inception to completion, ensuring timelines and deliverables are met

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Director of Artificial Intelligence

AI-powered end-to-end testing tool that automatically generates, maintains, and heals tests based on real user sessions. Integrates with popular CI/CD tools.

Benefits:

  • Competitive salary and generous equity

Education Requirements:

  • Bachelor’s Degree in Computer Science, Statistics, Applied Mathematics, or other related fields.

  • PhD (preferred)

Experience Requirements:

  • 5+ years of experience in developing end to end ML-related software solutions, involving substantial software development efforts, 3+ years of hands-on experience with Python.

  • 2+ years of professional experience with NLP, 1+ years of professional experience with Large Language Models (LLM)/GenAI technology like OpenAI API, ChatGPT, GPT-4, Bard, Langchain, HuggingFace Transformers, PyTorch and similar, 1+ years of experience with prompt engineering and agent development, 1+ years of experience with vector databases, RAG concepts.

  • 1+ years of experience with fine-tuning open source LLMs, familiarity with PEFT, model quantization & optimization techniques such as GPTQ, (Q)LoRA.

  • 2+ years of experience with AWS, GCP or Microsoft Azure, 2+ years of experience with MLOps, CI/CD pipeline development, containerization, model deployment in test and production environments.

  • Solid understanding of backend development principles, including software architecture, API design, databases, and server-side frameworks. Proficiency in data preprocessing techniques, exploratory data analysis and feature engineering

Responsibilities:

  • Lead the ML efforts towards tackling this one of a kind challenge

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Full Stack Engineer

AI-powered end-to-end testing tool that automatically generates, maintains, and heals tests based on real user sessions. Integrates with popular CI/CD tools.

Benefits:

  • Competitive salary and generous equity

Education Requirements:

  • Bachelor’s degree from a well-known institution in Computer Science or a parallel degree including substantial computer science fundamentals studies (e.g. Electrical Engineering, Industrial Engineering, Information Technology)

Experience Requirements:

  • 3+ years of software engineering with significant backend services development and web application design and development (either as a full-stack engineer or any other eng. position with experience developing web apps)

Other Requirements:

  • Substantial experience working with Node.js and Javascript/Typescript

  • High familiarity with web development concepts and technology - DOM, HTML, Javascript, CSS, etc

  • Solid programming foundations - data-structures, OOP, design patterns, complexity analysis, building and consuming APIs, databases, etc

  • Experience with algorithm design and implementation, using heuristics, working with sequential data, traversing trees and graphs, evaluating and improving results

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