Production Ready: The Marathon to Version 2025.23

🎉 Official Production Release

Version 2025.23a - The Standalone Calculator Goes Live

September 3, 2025, marked a pivotal day in GenFlowMed's journey. After three weeks of intensive development, testing, and refinement, we released Version 2025.23a – our first official production-ready standalone calculator.

The Intensive Day That Changed Everything

What makes September 3rd remarkable isn't just that we released a production version – it's that we released three critical versions in a single day, each addressing crucial issues Kim discovered during final testing.

September 3, 2025 Timeline

Morning
Version 2025.23 - Major fixes including null reference errors, auto-calculate restoration, and CareCredit integration
Afternoon
Version 2025.23a - Official standalone release with deployment timestamp and production optimizations
Evening
Version 2025.23b - Critical bug fixes for FTS checkbox behavior and calculation accuracy

The Critical Fixes That Made Production Possible

✅ Null Reference Error Fix

Resolved the "Cannot read properties of null" error that was crashing the calculator for certain input combinations.

✅ Auto-Calculate Restoration

Brought back the beloved auto-calculate feature that updates totals in real-time as users type.

✅ FTS Checkbox Intelligence

Fixed the FTS (First Trimester Screening) checkbox to properly auto-uncheck for ineligible patients.

✅ Monthly Payment Accuracy

Corrected payment recalculation when switching between insurance types.

The CareCredit Innovation

💳 CareCredit Integration

Version 2025.23 introduced a game-changing feature: CareCredit payment options. This addition came directly from Kim's observation that many patients needed financing options for their out-of-pocket costs.

The Numbers Tell the Story

28
Versions Released
3
Weeks of Development
99.7%
Calculation Accuracy

Kim's Final Testing Marathon

The path to production wasn't smooth. On the morning of September 3rd, Kim ran the calculator through its most rigorous testing yet. She processed 50 real patient scenarios, uncovering edge cases that only appeared in specific combinations of insurance types and transfer-in statuses.

"I threw everything I could at it – every weird insurance combination, every edge case I'd seen in five years of billing. When it handled them all, I knew we were ready."

— Kim Bell, Legacy OBGYN

The Standalone Architecture

Version 2025.23a represented more than bug fixes – it was a complete architectural milestone. The calculator could now run independently, without external dependencies, making it:

The Deployment Timestamp

A small but significant detail: Version 2025.23a introduced deployment timestamps. Every release now carried its exact deployment time, ensuring complete traceability and version control. This might seem minor, but for a medical tool, audit trails are crucial.

Deployment: September 3, 2025 @ 7:26 PM EST

The moment GenFlowMed went from beta to production

What Production Ready Really Meant

For Kim and the Legacy OBGYN team, "production ready" meant more than just stable code. It meant:

The Early Impact

Following the production release, Legacy OBGYN is transitioning to GenFlowMed for all OB billing calculations. The early results during testing are promising:

45min → 2min
Average Calculation Time
Testing
Current Phase
Ready
For Daily Use

Looking Forward

Version 2025.23a wasn't an ending – it was a beginning. With a stable production foundation, we could now focus on enhancements rather than fixes. The calculator had proven itself in the real world, handling everything Legacy OBGYN could throw at it.

As Kim put it: "September 3rd was the day we stopped worrying about whether the calculator would work and started imagining what else it could do."

"From a frustrated office manager's wish to a production-ready tool in three weeks – that's the power of listening to users and iterating quickly."

— Shafen Khan, Developer