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Change Log

Forecasting Signals: Predictive Issue Inflow/Outflow

14 Feb

2025

We’ve just launched a new forecasting signal that helps teams predict issue inflow vs. outflow—so you can plan ahead, prevent burnout, and avoid last-minute firefighting.

Engineering leaders have been asking: "Can DevDynamics forecast trends?"
Now, we can.

What this means for you:

  • Instantly see if your team is closing issues faster than new ones are coming in.
  • Get early warnings before things spiral out of control.
  • Plan capacity better, no more reactive crunches.

How it works:

  • Uses historical inflow/outflow trends to forecast workload pressure.
  • Powered by LightGBM-based predictive modeling.
  • Categorized by thresholds (healthy, risky, overloaded) so you know when to act.


Why this matters:

Most teams track what’s already happened. But real engineering intelligence is about seeing ahead—so you can make proactive decisions, not reactive ones.

Now, your team has clarity before problems escalate.

Try it out in DevDynamics. Let us know what you think!