TDD-GPT-Agent integrates OpenAI’s GPT-4 or GPT-3.5 models in a Python-based CLI to drive a fully automated test-driven development cycle. Given a developer’s function specification, it generates pytest test files, runs tests locally, analyzes failures, and produces implementation code to satisfy assertions. It repeats the cycle until all tests pass. Configurable via a YAML file, the agent supports prompt customization, session logging, Git integration, and can be embedded in CI/CD pipelines for continuous quality assurance. This AI-driven workflow accelerates development, improves coverage, and enforces reliable code.

Parity is an innovative AI-driven platform designed to revolutionize Site Reliability Engineering (SRE) for on-call engineers working with Kubernetes. It efficiently triages alerts, automates incident responses, and identifies root causes, allowing engineers to focus on resolving issues rather than getting bogged down in tedious manual processes. By providing real-time insights and automating routine tasks, Parity enhances operational reliability, streamlines workflows, and optimizes response times, making it an essential tool for modern IT environments.