You can hear it, can't you? That electric hum in the air—a new rhythm, a faster beat. It's the sound of FormsDesigner features reaching fruition at a faster pace.

Welcome to Qdabra's new sound.
The Conductor and His AI Accompanist
For months, our development team has been operating less like a traditional office and more like a budding orchestra. Jimmy, our lead developer, has taken the podium to conduct a breakthrough: we've dramatically reduced the time it takes to create new FormsDesigner features.
Jimmy's innovation was a new, extensible prompt framework—a "prompt ensemble"—that acts as sheet music for our AI instrumentalist. This isn't your average musician; it's an AI keyboardist with lightning-fast fingers, powered by Anthropic's Claude Code 4.0.
This prompt ensemble is our secret sauce: sophisticated instructions that guide the AI to harmonize with our developers, generating, reviewing, and revising feature code with speed and precision.
Think of it this way: a simple instruction like "Create a form validation function for email addresses" becomes a fully-formed, tested code module with error handling, documentation, and integration points. Using these simple instruction files to direct Anthropic's new agentic Claude Opus AI model, we shifted from a steady march to full allegro.
The time saved speaks for itself:
Developer | Estimated Time (Traditional) | Actual Time (AI-Assisted) | Time Savings |
---|---|---|---|
Hilary | 87 | 36 | 59% |
Jimmy | 278 | 97 | 65% |
Samyog | 662 | 239 | 64% |
Sweta | 360 | 244 | 32% |
(Measured over Q2 2025 development cycle)
This isn't just a one-off improvement—it's a workflow transformation. Our developers now focus on higher order harmonizations while Jimmy's prompt ensemble inspires AI background synthesis of new feature code.
Tuning for Performance
Musical performances require tuned instruments. When our AI assistance costs hit four figures in May, we adjusted the arrangement. Switching to Claude's Max plan in June capped our per-developer costs at a flat rate, dropping monthly expenses back to three digits.
We're getting the full power of high-end synthesis without a celebrity DJ price tag.
From Monolith to Movement
This success with AI prompt ensembles for development led to other areas of work. We started using long prompts to analyze our internal communications. Then we created prompt libraries for helping customers build business process prototypes.
The journey from discovering a riff to composing a song is long. Our first attempt was fat-fingered for sure. But, over time it got easier. Agile development best practices pushed us to do daily dev sync meetings in March. We started analyzing our Microsoft Teams with the automatically generated transcripts—this approach missed a lot.
Then we tried Gemini 2.5 Pro in early June, and things got better. We stopped deciphering flawed transcripts and just moved to processing entire MP4 video recordings (because Gemini could). The leap in clarity was significant. We weren't just asking for summaries; we were using our custom evolved long prompt to identify potential blind spots and gaps in thinking. Now we're using agentic AI to prompt humans. :)
This multi-tool AI strategy—using Claude for code generation and Gemini for strategic analysis—represents a new approach: selecting the best AI instrument for each specific task.
The Symphony Begins
This new tempo is just the beginning—the sound of Qdabra creating our future, faster. Stay tuned for Part 2, where we'll show you exactly what this new tempo means for you and the FormsDesigner features you've been waiting for.
The symphony is just getting started, and the next movement is all about delivering new value for you to use now.