Gimlet AI▌

about

tddGPT is an autonomous coding agent that builds applications in ReactJS, Flask, Express, and more, all while adhering to the Test-Driven Development (TDD) methodology. It operates entirely without human intervention. Beginning with a project plan, tddGPT translates requirements into tests, develops code based on those tests, and debugs until all tests pass. The TDD framework keeps the agent focused and goal-oriented. The core architecture is elegantly simple, utilizing just three tools: CLI, ReadFile, and WriteFile. It has been adpated from Langchain's AutoGPT example. Most enhancements were performed by ChatGPT Plus itself over the course of a month-long chat. The initially aim was to test the limits of GPT-4's capabilities in building ReactJS apps end-to-end. In the process, it gained an understanding of temporal concepts like past, present, and future, as well as cause and effect. Utilizing GPT-4 Turbo and GPT-4 Vision, the system is capable of transforming wireframes or screenshots, in conjunction with detailed user stories, into fully functional applications, complete with all necessary tests. The expanded context window of GPT-4 Turbo facilitates its functioning as an integrated team comprising a Product Owner, Programmer, and Tester. This enhanced capacity allows for the handling of significantly more intricate and detailed user stories. The agent is not just a code generator; it’s also a learner. It evaluates its mistakes and areas for improvement as a final step, and some of these insights have already been incorporated into its operating prompts. This project is in early alpha stage. GPT-4 API key is required.

features & capabilities

• /GitHub Copilot: AI-powered code completion and suggestion tool integrated into various code editors.
• /GitHub Codespaces: Cloud-based development environments providing instant access to pre-configured development setups.
• /GitHub Actions: Automation platform enabling the creation and orchestration of software workflows for building, testing, and deployment.
• /GitHub Issues: Issue tracking system for managing bugs, feature requests, and other tasks.
• /GitHub Pull Requests: Code review and collaboration tool facilitating code changes and merges.
• /GitHub Discussions: Collaborative platform for community engagement and open-ended conversations outside of code.
• /GitHub Code Search: Powerful code search functionality for efficient code discovery and navigation.
• /GitHub Projects: Project management tool offering various views (tables, boards, lists) for organizing and tracking work.
• /GitHub Packages: Package hosting service for managing software packages, supporting both private and public hosting.
• /GitHub APIs: Extensive set of APIs providing access to GitHub data and events for integration and automation.
• /GitHub Marketplace: Marketplace for discovering and integrating third-party actions and applications to enhance workflows.
• /GitHub Webhooks: Event-driven mechanism for integrating with external services and automating workflows based on GitHub events.
• /GitHub-hosted runners: On-demand cloud-based environments for running GitHub Actions workflows.
• /Self-hosted runners: Option to run GitHub Actions workflows on users' own machines.
• /Workflow visualization: Tool for visualizing and tracking the progress of complex workflows.
• /Workflow templates: Pre-configured workflow templates for standardizing and scaling best practices.
• /Code scanning: Static analysis tool for identifying vulnerabilities in code.
• /GitHub Copilot Autofix: AI-powered tool for automatically fixing vulnerabilities detected by code scanning.
• /Security campaigns: Tool for addressing security debt by targeting and fixing vulnerabilities at scale.
• /Secret scanning: Tool for detecting hard-coded secrets in repositories.
• /GitHub Copilot secret scanning: AI-powered secret detection capabilities.
• /Dependency graph: Tool for visualizing project dependencies and identifying vulnerabilities in those dependencies.
• /Dependabot alerts: Automated alerts for vulnerable dependencies.
• /Dependabot security and version updates: Automated pull requests for updating vulnerable or outdated dependencies.
• /Dependency review: Tool for assessing the security impact of new dependencies in pull requests.
• /GitHub security advisories: System for reporting, discussing, fixing, and publishing information about security vulnerabilities.
• /Private vulnerability reporting: Mechanism for privately reporting security vulnerabilities to maintainers.
• /GitHub Advisory Database: Database of known vulnerabilities, including CVEs and security advisories.
• /GitHub Sponsors: Platform for financially supporting open-source projects and developers.
• /GitHub Skills: Learning platform for acquiring new skills through interactive tasks and projects.
• /Organizations: Tool for managing groups of users and their access to repositories and other resources.
• /Teams: Tool for organizing members into groups with specific permissions.
• /Team sync: Feature for synchronizing teams between identity providers and GitHub.
• /Custom roles: Ability to define custom roles with fine-grained permission settings.
• /Custom repository roles: Ability to create custom roles with fine-grained permission settings for repositories.
• /Domain verification: Feature for verifying organization's identity on GitHub.
• /Compliance reports: Access to GitHub's compliance reports, such as SOC reports and CSA CAIQ.
• /Audit log: Log of actions performed by organization members.
• /Repository rules: Tool for enhancing organization's security with source code protections and rule insights.
• /Enterprise accounts: Accounts for managing collaboration between organizations and GitHub environments.
• /GitHub Connect: Tool for sharing features and workflows between GitHub Enterprise Server and GitHub Enterprise Cloud.
• /SAML: Single sign-on (SSO) protocol for secure access control.
• /Enterprise Managed Users: Feature for managing user lifecycle and authentication from an identity provider.
• /Bring your own identity provider for Enterprise Managed Users: Flexibility to use various SSO and SCIM providers for user management.
• /Wikis: Tool for hosting project documentation within repositories.

industry focus