Our Journey to Decuple Our Developer Efficiency Using Agentic AI Coding and a Personalized “Orchestration” Framework

Revolutionizing Development Speed: How AI-Driven Automation and Custom Orchestration Transform Our Workflow

In today’s fast-paced digital landscape, accelerating development cycles is crucial for staying ahead. Recently, we implemented an innovative approach utilizing advanced AI coding agents combined with a purpose-built orchestration layer, resulting in a tenfold boost to our productivity. Here’s an inside look at how this transformation unfolds and the tools enabling it.

Our core strategy centers around AI agents not merely generating code but collaboratively scrutinizing each other’s work to ensure impeccable quality. This peer review process among AI agents acts as a powerful multiplier, drastically reducing manual oversight and bugs.

Our streamlined workflow looks like this:

1. Initiation begins with a task assigned in our project management system.
2. An AI agent retrieves and analyzes the task using custom command interfaces.
3. It reviews our existing codebase, design documents, documentation, and performs web research if necessary.
4. A detailed task outline is created, including specific testing and coverage requirements.
5. The AI develops production-ready code in strict accordance with our coding standards.
6. A pull request is automatically generated on GitHub.
7. A second AI agent immediately conducts a comprehensive line-by-line review of the proposed code.
8. The original AI responds to feedback, either accepting suggested changes or defending its implementation.
9. Both AI agents learn from each interaction, continuously improving their collaborative coding skills.
10. As a result, up to 98% of the code is ready for deployment before human review.

What’s truly fascinating is observing how these AI agents exchange insights and debate implementation details within GitHub comments. They effectively teach each other and adapt their understanding of our codebase, mimicking the dynamics of seasoned developers collaborating behind the scenes.

For a detailed walkthrough of this cutting-edge process, check out our 10-minute demonstration here: Watch the Video.

While our current focus is on development, we’re exploring how this systematic approach can extend to other areas like customer support and marketing. We’re eager to hear from others experimenting with AI-powered workflows—what innovations are you working on?

Indeed, it’s an exhilarating era for builders and innovators alike. The future of automation is here, and it’s transforming the way we create.