New API endpoint launched for real-time updates. Polling is out, websockets are in. Latency cut from seconds to milliseconds. Users notice speed even when they...

Infrastructure costs dropped after optimizing the data pipeline. Processing the same volume with half the compute. Efficiency improvements compound. Lower costs mean we can add...

Compared our predictions to actual outcomes over the last quarter. 94% accuracy on arrival estimates within 5 minutes. Good enough for most use cases but...

Beta tester found an edge case we missed. Aircraft with unusual transponder configurations weren’t parsing correctly. One bug report from one user in one specific...

Model accuracy improved after retraining on last month’s data. Sometimes you just need more recent examples. Aviation patterns change seasonally. Summer traffic looks different than...

Two minutes. Fixed before anyone noticed.

Dashboards set. Watching everything.

Certificate updated. Green lock stays.

Hit the cap. Upgrading tier tomorrow.

Notifications working. Real time now.