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Manta AI is an autonomous web app testing tool for teams that want to map application behavior, catch regressions, and generate tests without writing scripts or maintaining selectors. It works from a URL and supports plain-English test flows, run results with screenshots, and scheduled or deployment-triggered checks.
dot. is a feedback tool for live prototypes and web pages that lets collaborators pin comments directly on a shared URL. It supports a Claude connector workflow and does not require reviewers to sign up.
DevAlly is an AI-powered accessibility compliance platform for product teams. It combines automated audits, issue prioritisation, remediation support, and compliance documentation, with free and paid plans.
BugShot is a Chrome-based bug reporting tool that combines inspection, capture, replay, and issue filing in one browser workflow. It helps QA, design, and development teams document UI issues with context and send reports to connected trackers.
SandyWP is a WordPress sandbox service that creates real WordPress installs in seconds for testing plugins, themes, bug fixes, and demos. It also supports cloning, Git deploys, CLI/API access, and Slack-based workflows.
Fabraix Playground is a web-based challenge site for testing prompt injection against AI agents. It centers on a guarded chat with Kai, where players try to extract a secret access code and can submit approved breaks for a weekly prize.
ByteAsk is a terminal-first AI coding agent for C and C++ that edits repositories and verifies changes with the real compiler, debugger, sanitizers, and tests before showing a diff. It offers a free tier plus paid plans, with editor connectors and zero-retention handling described in the source.
续构为已经承载客户、收入、数据或核心流程的软件提供长期工程治理与持续技术保障。它帮助客户团队建立工程标准、管理关键版本和长期风险，同时保留产品与技术决策在客户侧。
FetchSandbox is a stateful API sandbox for testing integrations from an IDE or MCP-enabled workflow. It helps developers validate webhooks, retries, workflow state, and failure cases without using real API quota.
Opviva is an AI security agent for AI-built apps and live web products. It scans a live app and code, reproduces confirmed vulnerabilities, opens fixes as pull requests, and keeps monitoring after launch.
Qlane is an AI QA engineer for web applications that runs real-browser tests on pull requests and other triggers, then posts evidence-backed bug reports. It helps engineering teams automate QA across PR review, on-demand checks, and coverage management.
Perfai Security is an autonomous application security platform for AI-built apps. It maps a live app, runs contextual attack tests, and routes verified fixes back into code agents and reporting workflows.
VibeDrift is a developer tool that scans codebases for AI-generated drift and can also act as an MCP server so agents can check conventions before they write. It helps teams keep repository patterns, naming, and logic consistent as projects grow.
TuneLLM is an enterprise platform that distills recurring Claude- or GPT-style workflows into smaller fine-tuned models inside your infrastructure. It is aimed at teams that want benchmarked quality on narrow LLM tasks at lower inference cost.
Staff Engineer is a set of Claude Code skills that helps engineers scaffold apps, verify toolchains, and wire production workflows with repeatable scripts. The free skills cover app setup and ops checks, while the broader pack adds deployment, observability, real-time features, and background jobs.
TryCase provides disposable Linux environments for LLMs and coding agents to run apps, verify changes, and return screenshots, recordings, logs, and artifacts. It supports headless and desktop workflows through a CLI-driven process.
Archify is a Chrome browser extension that reveals components, APIs, libraries, and other runtime signals from a live web page. It is designed for frontend engineers, QA engineers, and technical founders who need to understand how an app works without leaving the browser.
LetMeCheck.ai is an AI-assisted code analysis platform for founders, startups, SMBs, and developers. It connects to a GitHub repository, scans for security, performance, scalability, and code quality issues, and returns a diagnostic report with recommendations.
SaaS Dummies is an AI website testing tool that runs named testers through a deployed URL and reports where the experience breaks down. It helps teams catch signup, accessibility, and page-flow issues quickly, with results delivered in about 60 seconds.
Retrace is an execution replay engine for AI agents that records runs, replays them, and lets developers fork from a failing step to debug behavior before shipping changes. It also supports prove-the-fix workflows, CI regression gates, and related evaluation controls on paid plans.