Our 10x Increase in Development Velocity Using Agentic AI Coding and a Personalized “Orchestration” Framework

Transforming Development with AI-Driven Automation: Our Journey to Accelerated Workflow

In today’s fast-paced software landscape, efficiency and quality are paramount. Recently, our team implemented cutting-edge AI tools and a custom orchestration layer to significantly boost our development throughput. This approach has empowered us to deliver feature-rich updates at an unprecedented pace—effectively multiplying our productivity tenfold.

A key aspect of our success is the collaborative nature of our AI agents. Instead of simply generating code, these intelligent systems review each other’s work, creating a dynamic and self-improving coding environment. Here’s an overview of our streamlined process:

1. Initiate tasks through our project management system.
2. Trigger AI agents via custom commands to analyze the task.
3. Agents assess our existing codebase, designs, documentation, and perform web research as necessary.
4. They generate comprehensive task descriptions, including specific testing and coverage requirements.
5. AI then develops production-ready code adhering to our established standards.
6. Once complete, an automatic pull request lands in our GitHub repository.
7. A second AI agent immediately conducts a meticulous line-by-line review.
8. The initial agent responds to feedback—either revising its code or defending its implementation.
9. All interactions are logged so the AI systems can learn and refine their approaches for future tasks.
10. The result? Near-complete code—approximately 98% production-ready—before any human intervention.

What’s truly remarkable is witnessing these AI agents engage in technical debates directly within GitHub comments. They effectively teach each other, becoming progressively more proficient developers as they deepen their understanding of our codebase.

For a deeper dive into this innovative workflow, we’ve prepared a brief 10-minute demonstration: Watch the walkthrough

While our current focus is on development automation, we’re exploring how this methodology can extend to other areas like customer support and marketing. If you’re interested in leveraging AI to revolutionize your processes, we’d love to hear about your ideas and experiences.

This is an exciting era for software creation—powered by intelligent automation and continuous learning. Stay tuned for more updates as we push the boundaries of what’s possible.