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About

Checksum is a continuous quality platform that autonomously generates, runs, and maintains tests so engineering teams can ship AI-generated code without trading speed for reliability. Unlike copilots that wait for prompts, Checksum works as a background agent, detecting what needs testing, generating production-ready Playwright, and healing broken tests automatically. Seventy percent of failures resolve autonomously, keeping suites green without manual effort. Built on fine-tuned data from 1.5+ million test runs, Checksum covers every layer of the SDLC: end-to-end, API, and CI testing from a single platform. Tests are delivered as standard Playwright code, submitted as a PR to your repo. No vendor lock-in. Checksum integrates natively with Cursor, Claude Code, and 100+ coding agents via /checksum slash commands, so code is tested before a human ever reviews it. AI handles generation and healing on Checksum's cloud: no LLM tokens. The result: ship faster, with confidence.

About

Twinbay is a hosted API simulation platform for developers testing AI agents and applications that call third-party services. Its stateful API twins can return configurable responses and model conditions such as payment declines, rate limits, expired credentials, email bounces, and paginated results. Teams direct compatible SDK requests to a twin, create isolated environments for test runs, inspect request logs, and use the environments in development or CI. The catalog includes twins for services such as GitHub, HubSpot, Plaid, Resend, Klaviyo, Linear, NetSuite, and QuickBooks. Twinbay offers a free plan with limits on twin usage and environment duration, pay-as-you-go twin-hour billing, and an Enterprise option. It is designed for engineers who need repeatable tests of agent behavior without relying on live production accounts or shared provider sandboxes.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Software development teams seeking a solution to improve product quality and speed up release cycles

Audience

Engineers at AI startups and larger companies who build agents that call third-party SaaS and fintech APIs, including CRM, accounting, payments, email, issue tracking, and developer tools.

Support

Phone Support Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Not Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

No images available

Pricing

Based on tests maintained. Unlimited test runs. Unlimited auto-healings. Unlimited users. Pricing based on the number of tests maintained.
Free Version Not Supported
Free Trial Supported

Pricing

$1/twin-hour
A free plan includes up to 5 twins and 1-hour environments. Pay-as-you-go is $1 per twin-hour, billed by the second. Enterprise pricing is custom and annual. Eligible startups may receive $5,000 in credits over 24 months.
Free Version Supported
Free Trial Not Supported

Reviews/Ratings

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Training

Documentation Supported
Webinars Supported
Live Online Supported
In Person Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

Checksum.ai
United States
checksum.ai/

Company Information

Twinbay
Founded: 2024
United States
twinbay.ai

Alternatives

Alternatives

Keysight Eggplant

Keysight Eggplant

Keysight Technologies
Testim

Testim

Tricentis
SOAtest

SOAtest

Parasoft

Categories

Categories

AI Testing Tools Supported
API Testing Supported

API Testing Features

Functional Testing Supported
Fuzz Testing Not Supported
Load Testing Not Supported
Penetration Testing Not Supported
Runtime and Error Detection Not Supported
Security Testing Not Supported
UI Testing Supported
Validation Testing Supported

Integrations

GitHub Supported
Slack Supported
BILL Not Supported
CircleCI Supported
Claude Supported
Claude Code Supported
Claude for Legal Supported
Cursor Supported
Discord Supported
Gemini Supported
HubSpot CRM Not Supported
Klaviyo Not Supported
Microsoft Teams Supported
NetSuite Not Supported
Notion Not Supported
OpenAI Supported
Plaid Not Supported
Resend Not Supported
Tally Not Supported
WebEDI.com Not Supported

Integrations

GitHub Supported
Slack Supported
BILL Supported
CircleCI Not Supported
Claude Not Supported
Claude Code Not Supported
Claude for Legal Not Supported
Cursor Not Supported
Discord Not Supported
Gemini Not Supported
HubSpot CRM Supported
Klaviyo Supported
Microsoft Teams Not Supported
NetSuite Supported
Notion Supported
OpenAI Not Supported
Plaid Supported
Resend Supported
Tally Supported
WebEDI.com Supported
Claim Twinbay and update features and information
Claim Twinbay and update features and information