PostQode: Agentic AI Platform for Continuous Testing

Overview

Revolutionize your development workflow with cutting-edge AI Agents designed to enhance software quality and boost productivity - featuring purpose-built solutions for API testing, web app testing, and unit testing.

AI-Powered Productivity for your teams

PostQode brings AI-powered productivity directly into your workflow, enabling your team to achieve more with the same resources. By generating 85% to 90% ready-to-use code, PostQode lets users quickly review, refine, and stabilize high-value test suites—transforming user stories, requirements, and code changes into actionable tests. This means your team can accelerate delivery, maintain quality, and focus on strategic tasks, all while leveraging a platform that puts advanced AI capabilities in your hands for unmatched efficiency gains.

How the PostQode Agents help Your Team

• Generate Tests from Context: Create comprehensive tests directly from user stories, requirements documents, API collections, and your codebase.

• Comprehensive Test Generation: Specialized agents for API, Web, and Unit testing to cover your entire application stack.

• Intelligent Test Maintenance: Analyse code changes and defects to suggest and apply fixes to your test suite, keeping it robust and up-to-date.

• Execute and Analyse: Run tests, get clear reports, and stabilize your test suites with ease.

• Understand Your Frameworks: Generate test code that conforms to your project's existing structure, frameworks (like Playwright, Cypress, xUnit), and patterns.

• Connect Your Own LLM: Install locally and connect to your preferred LLM subscription for full control over privacy and cost.

MCP Integrations

PostQode seamlessly integrates with the essential tools of a modern DevOps ecosystem, bringing on-demand context and full lifecycle support to your workflow:

• Issue Management: Supports Jira and Azure DevOps (ADO) Boards for defect traceability, test auto-generation, and issue-driven code fixes.

• Versioning: Integrates with GitHub and GitLab to enable version-aware test generation, impact analysis, and continuous test coverage as code evolves.

• CI/CD Pipelines: Works with Jenkins, CircleCI, and ADO Pipelines, automating test execution, reporting, and quality gating for production releases.

• Application Monitoring: Connects to platforms like New Relic and Datadog to surface test and performance insights, correlating runtime metrics with failures for smarter remediation.

With these integrations, PostQode delivers real-time, AI-powered assistance across all phases of the software delivery lifecycle, from planning and coding to testing, deployment, and monitoring.

Who Can Use PostQode & For What?

PostQode is designed for the entire software quality and development team:

• Manual Testers / Quality Engineers (QEs): Instantly transform user stories and exploratory findings into structured, automated tests—no coding background necessary.

• Developers & SDETs: Rapidly generate unit, API, and UI test cases, identify coverage gaps, and maintain robust test suites with intelligent remediation.

• Product Owners: Ensure business-critical flows and acceptance criteria are validated, while leveraging actionable test analytics to guide collaboration and release readiness.

PostQode’s contextual AI tools let every role—from manual tester to SDET to Developer and Product Owner—achieve more with the same team, boosting quality and productivity with minimal friction.

Quick Start Guide

Get your first AI-generated test running in few minutes.

1. Install the PostQode AI Agents extension from the Marketplace.

2. Connect Your AI Provider. In the settings, connect your existing LLM - Anthropic, OpenAI or other LLM subscription. You have full control over your data and costs.

3. Run Your First Task. Right-click a code file or API spec, select a PostQode action, and watch the agent generate your tests in seconds.

API Test Agent: Robust API Validation, Simplified

• Comprehensive Test Generation: Import an API collection and documentation to instantly generate tests covering happy paths, negative cases, edge cases, and field validations.

• Complex Scenarios & Hooks: Select multiple endpoints to build and automate complex API scenarios. Easily configure hooksfor setup and teardown.

• Security & Performance: Generate test data for security vulnerability checks (SQL injection, XSS) and performance load testing. Assert and compare API response times across builds.

Web Test Agent: Intelligent UI Automation

• Automate from Interaction: Simply provide an application link and navigation steps, and the agent can navigate the app, fill out forms, and discover defects in the user flow.

• Framework-Aware Code Generation: Generate automation code for the navigated flow directly into your preferred framework like Playwright / Cypress / Selenium.

• Customizable Generation Rules: Define rules to instruct the agent on your project's specific structure, including page objects, locator strategies, and helper utilities, ensuring generated code is clean and maintainable.

• Code & Data Refinement: Analyze existing test code and data files to suggest improvements, apply fixes, and generate new, synthetic test data based on your rules.

Unit Test Agent: Deep Codebase Intelligence

• Context-Aware Generation: Generate meaningful unit tests by analyzing a specific code file, including its logic and dependencies.

• Impact & Gap Analysis: Automatically generate tests for changes between code versions to ensure new logic is covered. Analyze existing test files and your codebase to identify and fill gaps in test coverage.

• Defect-Driven Remediation: Integrate with systems like Jira to analyse a defect, recommend a code fix, and, upon review, implement the fix and generate the corresponding unit tests to prevent regressions.

Core Agent : Deep Testing capabilities

• Comprehensive Test Case Generation: Automatically generates detailed test cases from diverse artifacts, such as requirements documents, user stories, and other specification documents.

• Custom Test Case Format Support: Users can instruct the platform to generate new test cases that adhere to their existing test case formats or templates, streamlining integration.

• Business Rule & Domain-Specific Validation: The agent can be directed to create validation steps based on explicit business logic, calculations, and other domain-specific requirements—delivering accurate, context-aware test coverage that aligns with your unique processes.

• Test Data Generation: Users can quickly produce comprehensive and relevant test data to support different test scenarios, enhancing coverage of edge cases and real-world conditions

• Customizable Test Automation Script Generation: The agent generates automation scripts compliant with your current frameworks (such as Playwright, Cypress, Selenium, Rest Assured or xUnit), maintaining existing patterns and conventions for seamless adoption.

• Review and Enhancement of Test Automation: Users can leverage the AI to analyse, review, and suggest enhancements for existing test automation scripts, allowing for continuous improvement and alignment with best practices.

Transparency and Trust

Your code and data security are paramount. Our architecture is designed for transparency and control.

• AI Models: You connect the agent to your own enterprise-grade LLM subscription. You choose the provider and the model that meets your organisation's standards.

• Privacy: PostQode agents are installed locally on your machine. All the data ingestion and indexing remains local to your environment. You connect to your LLM subscription adhering to your Organisation policies of interacting with LLMs.

Community and Support

We are here to help you succeed and are building this product with our community.

• Discord: Join our community to ask questions, share results, and chat with the team.