Train hard with workload context
See exactly where your training load stands — and when today's plan may need an adjustment.
How it works
Every workout you log in Tuwa feeds into a training load model that tracks not just what you did today, but how it fits into the broader arc of your training. You record your exercises, sets, reps, weight, and rate of perceived exertion — the familiar RPE scale that measures how hard a set felt on a scale of 1 to 10. Tuwa combines volume and intensity into a session load number, then tracks how those session loads stack up over time.
Acute versus chronic load
Tuwa maintains two parallel views of your training. Your acute load reflects what you've done in roughly the last week — how fresh or fatigued you are right now. Your chronic load reflects your training over roughly the last four weeks — your fitness base. The ratio between these two numbers is where the insight lives.
Your body can handle gradual increases in training stress because it adapts — muscles get stronger, tendons toughen, the cardiovascular system becomes more efficient. But sudden jumps are a different story. When your acute load rises far above your chronic baseline — when you're doing dramatically more in a week than your recent training has prepared you for — that mismatch deserves attention. Tuwa surfaces the spike before you execute the session, not after, giving you the chance to adjust rather than explain the week in hindsight.
Reps in reserve as a second intensity signal
RPE tells you how hard a set felt. Reps in reserve (RIR) tells you how close to failure you were. An RPE 8 on a heavy squat could mean you had two reps left in the tank. Tuwa supports both metrics because together they give a more complete picture of training intensity than weight and reps alone. When autoregulation kicks in during low-recovery days, Tuwa uses your RIR targets to suggest where to back off without eliminating the training stimulus entirely.
Personal records tracked automatically
Tuwa automatically flags when you hit new personal bests across three dimensions: max weight for a given exercise, max reps at a given weight, and total volume in a single session. No manual logging or separate tracking spreadsheet needed. The record surfaces in your session log and gets carried forward as your benchmark for future sessions. When you break it again, Tuwa notices.
The science behind it
The acute-to-chronic workload ratio concept was developed by sports scientist Tim Gabbett and colleagues to compare recent workload with a longer baseline. The useful product lesson is not that one ratio can predict outcomes for an individual athlete. It is that sudden workload spikes are worth noticing before you add more work.
Tuwa implements this using exponentially weighted moving averages — a smoothing technique that gives more weight to recent training sessions than older ones. This means your load model responds quickly to changes in your training rather than being anchored to weeks-old data. A training block you completed a month ago matters less to your current baseline than what you've done in the past two weeks.
Tuwa treats roughly 0.8 to 1.3 as a useful target range, not a universal safety rule. Below the range, you may be doing much less than your recent base. Above it, the current week may be asking for a bigger jump than your recent training supports. The chart below shows how this ratio evolves across a representative training cycle.
Acute vs. chronic load over 28 days
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