• Inspiration Modern software development is still slowed down by manual reviews, inefficient workflows, and lack of intelligent automation. We wanted to build a system where AI doesn’t just assist—but actively manages parts of the SDLC.
• What it does Forge AI automates the Software Development Life Cycle using AI agents. It analyzes tasks, validates workflows, assists in code reviews, and streamlines CI/CD processes to improve speed and efficiency.
• How we built it We used a modular agent-based architecture with an orchestrator to manage multiple AI agents. Integrated AI APIs and GitLab CI/CD to enable event-driven automation and seamless workflow execution.
• Challenges we ran into Ensuring stable communication between agents, maintaining consistent workflow execution, and handling real-time orchestration across multiple processes were key challenges.
• Accomplishments that we're proud of We successfully built a working multi-agent AI system that goes beyond code generation and actively participates in managing development workflows in an automated pipeline.
• What we learned We gained hands-on experience in AI orchestration, prompt engineering, scalable system design, and integrating AI into real-world development pipelines.
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