How We Boosted Our Development Speed tenfold Using Agentic AI Coding and a Personalized “Orchestration” Framework

Unlocking Exceptional Development Speed with AI-Powered Automation and Custom Orchestration

In today’s rapidly evolving tech landscape, accelerating product development while maintaining high quality is a constant challenge. Recently, our team adopted an innovative approach by integrating advanced AI tools and custom workflow orchestration, leading to a remarkable tenfold increase in our development efficiency.

The core of this transformation lies in leveraging AI agents that not only generate code but also critically review each other’s work—creating a collaborative, self-improving environment. This synergy has allowed us to deliver complex features at an unprecedented pace, often reaching 98% code readiness before even human intervention.

Here’s a glimpse into our optimized development process:

1. Initiation of tasks within our project management system
2. AI agents retrieve tasks through tailored commands
3. They analyze our existing codebase, design documents, and relevant research materials
4. The AI prepares comprehensive task descriptions, including testing requirements
5. Automated implementation of production-quality code aligned with our standards
6. Automatic creation of pull requests on GitHub
7. A secondary AI performs meticulous line-by-line code reviews
8. The original AI addresses review feedback, either affirming or defending its code decisions
9. Continuous learning from each interaction, enhancing future performance

This iterative process results in highly reliable code that requires minimal human review, significantly reducing development time and streamlining our release cycle. Watching AI agents “debate” implementation strategies through comments on GitHub has been both fascinating and educational—it’s like watching them teach each other best practices and deepen their understanding of our project.

For a detailed demonstration, we’ve prepared a 10-minute walkthrough showcasing how this system functions in real time: Watch here.

While we’re excited about expanding this methodology beyond development—exploring applications in customer support and marketing—we’re eager to hear from others experimenting with similar AI-driven processes. The future of software development and business operations is undoubtedly being reshaped by these powerful tools.

Join us in embracing this exciting era of automation and intelligence—building faster, smarter, and more efficiently than ever before.