Training signals without noise

How to use workload and physiology to make clearer week-to-week decisions without turning training into a dashboard project.

1 min read • workload • recovery • planning

Most training problems aren’t caused by a lack of data. They’re caused by a lack of clarity about which signals matter for the plan you’re running.

Start with coach intent

Before you look at graphs, write the goal of the block in plain language: what should improve, what should be maintained, and what risks you’re actively managing.

Pick a small set of repeatable signals

  • Workload: volume and intensity patterns across the week.
  • Physiology: heart-rate response during and after work.
  • Performance: benchmarks that are repeatable under similar conditions.

The goal isn’t to measure everything. It’s to measure enough to adjust earlier and more confidently.