Execution. The five golden rules.

Written by Damian Ruse
Founder of SEMIPRO Cycling. Fourteen years coaching cyclists from beginners to the WorldTour.
The gap between knowing and doing.
You can understand power. You can set your zones perfectly. You can have the best training plan in the world. And you can still ride badly.
Because execution is its own skill. And most people never think about it that way. They think the training makes you fast and then you just, go ride. But there's a massive gap between having the fitness and using the fitness. And that gap is what this chapter closes.
I've distilled this down to five rules. I'm calling them the Five Golden Rules because they're the five things that, if you do nothing else right on the bike, will make you a better rider. They're not complicated. They're not secret. But most people break at least three of them on every ride.
Rule 1: Intensity discipline.
This is the one that separates good riders from everyone else. And it's the simplest to understand and the hardest to do.
The rule is: do the workout you set out to do. When you're doing a Zone 2 ride, stay in Zone 2. When you're doing a threshold session, hit threshold. When you're doing VO2max, get to the ceiling. Don't half-arse the easy ones by pushing too hard. Don't half-arse the hard ones by holding back. The discipline applies in both directions.
Most of the time the failure is on the easy end, riders riding their easy days too hard, so I'm going to spend most of this rule there. But the same logic applies to undercooked hard sessions.
I want to show you three ride files. The first is an ERG mode trainer ride. Perfect compliance, flat power line, exactly where it should be. The second is an outdoor ride. More variable, but the average is in the right zone, the heart rate is stable, the discipline is there. The third is what most people's "Zone 2 ride" actually looks like. They start easy, get bored, push a hill too hard, chase a wheel, sprint for a sign, and the heart rate is all over the place. That's not Zone 2. That's unstructured riding with a Zone 2 label.
Zone 2 is your engine room. It's where the aerobic adaptations happen. But those adaptations require time at the right intensity, not just time on the bike. If you're constantly popping above your aerobic threshold, you're interrupting the adaptation. You're getting the fatigue of a long ride without the full benefit.
The discipline is in the restraint. The boring part is the point.
This doesn't mean every ride should be easy. It means easy rides should be easy, and hard rides should be hard. The middle ground, "sort of hard", is where progress goes to die.
Rule 2: Triangulation. Power, heart rate, RPE.
This is the execution skill I'm most passionate about, and it's the one that's hardest to learn from a screen. But I'm going to try.
I call it the holy trinity. Power, heart rate, RPE. Three numbers, three signals, and the real information lives in the mismatches between them.
Here's what I mean.
If power is steady and heart rate is steady and RPE is steady, everything is in agreement. You're in a stable state. Carry on.
If power is steady but heart rate is climbing and RPE is climbing, your body is paying more for the same output. That's a durability signal. You're losing access. The right response is usually to back off, not to push through.
If power is steady and heart rate is steady but RPE is dropping, your baseline is rising. You're adapting. The same effort feels easier. That's a good day.
If power is steady and heart rate is climbing but RPE is fine, that might be heat, dehydration, or cardiac drift. It's worth noting but it doesn't mean back off immediately. Context matters.
You can't triangulate if you don't know what your numbers normally look like. You need a few weeks of consistent data before the mismatches mean anything. That's why I don't start new athletes on triangulation immediately. I let them build a baseline first.
The most common mismatch I see: power is high, RPE is fine, but heart rate is through the roof. The rider feels great so they keep pushing. And then they crack, hard, thirty minutes later. The heart rate was telling them something the RPE hadn't caught up with yet. Power lies last. Heart rate lies second. RPE lies first. What I mean by that, when something is going wrong, RPE is the first signal that fails to register it. You feel fine while your body is already in trouble. Heart rate catches up next. Power is the last to drop. When they disagree, trust the heart rate.
This skill gets better with practice. After a few months of paying attention to the mismatches, you start to feel them before you see them. That's coaching intuition built on data.
Rule 3: Aerobic decoupling.
This one is more technical, but it's the most objective measure of durability you can do on every ride.
Aerobic decoupling is the relationship between your power and your heart rate over the course of a ride. In a perfectly steady-state effort, if power stays the same, heart rate should stay the same. But it doesn't, it drifts up. And the amount of drift tells you how well your aerobic system is coping.
Two 2025 papers worth knowing about. Maunder, in the European Journal of Applied Physiology, built a multivariable model, baseline fitness alongside decoupling markers, that predicted the loss of power at the moderate-to-heavy intensity transition with an R² of 0.95. Decoupling on its own correlated with that durability loss at r = -0.76 for heart rate. And in the same year, Barsumyan and colleagues, in Frontiers in AI, ran machine learning on the classic power-to-heart-rate decoupling metric and classified athletes as responders or non-responders to training with 93% accuracy. The headline isn't the exact number, it's that decoupling has graduated from coaching folklore to a validated marker of how well your aerobic engine is actually holding up. You can measure it on every long ride.
How to measure it. Ride the first half and second half of a long ride at the same power. Compare the average heart rate for each half. If the second half is more than 5% higher, your decoupling is significant. Less than 3% and you're in good shape. Credit where it's due, these thresholds are Joe Friel's. They're a coaching heuristic he developed and refined over years of athlete data, not a number derived from a controlled study. But they hold up. I've used them on hundreds of riders and they line up with what the recent research is now confirming.
What to do with it. If your decoupling is high, you have two choices. Reduce power to protect the aerobic zone (this is what I usually recommend during base), or accept the drift and train through it (this is what I do later in the season, when you're building durability under fatigue).
Track it over time. Improving decoupling at the same power is one of the clearest signs that your training is working. It means the aerobic system is getting more efficient.
Rule 4: Raise the floor, not the ceiling.
This is an execution rule because it changes the decision you make on every ride. Are you trying to set a new best on today's session, or are you trying to make your worst sessions a little better? The first chases the ceiling. The second raises the floor. Most riders default to chasing the ceiling because it feels like progress. It isn't. It's noise.
The "10% rule" is not a research finding. The 10% rule traces back to Dr. Joan Ullyot's 1980 book Running Free, a practical "rule of 10's" she developed to help beginner women runners reduce injury. Useful advice in its original context. It is not a tested progression law and was never intended as one. It became gospel because it was simple, not because it was right.
What actually matters is the response, not the dose. Progressive overload means gradually increasing the training signal, but the rate of increase should be determined by how your body is responding, not by an arbitrary percentage. Some weeks you can handle 20% more. Some weeks you need to stay flat. Some weeks you need to go backwards.
What "raising the floor" actually means. I'm less interested in your best ever workout and more interested in your worst recent workout. If your worst sessions are getting better, you're progressing. If your best sessions are getting better but your worst are getting worse, you're just having good days and bad days, that's not progression, that's inconsistency.
Why this is the durability mindset. Most riders chase the ceiling. They want bigger numbers, peak performances, breakthrough workouts. But durability, the thing this whole playbook is about, is about the floor. It's about what you've got on your worst day, your most tired day, your fourth hour. Raise the floor and the ceiling usually follows. Chase the ceiling and the floor stays put.
Rule 5: Precision nutrition.
Last rule. And this might be the one that makes the biggest immediate difference for most people watching.
Your gut is trainable. That's not an opinion, it's established physiology. And most cyclists are under-fuelling, not because they don't know they should eat, but because their gut can't handle what they need to eat.
The six-phase gut training protocol:
- Phase 1. Start at 45 grams of carbs per hour on every ride over 90 minutes. This is your baseline. If this causes distress, drop lower and build up.
- Phase 2. Move to 60 g/hr. Practice this for two to three weeks until it's comfortable.
- Phase 3. Push to 75 g/hr. This is where most riders plateau because they've never trained beyond this.
- Phase 4. 90 g/hr. For years this was the gold standard for high-performance endurance. It's now the lower bound for serious endurance work. Use dual-source carbs, glucose and fructose, because the gut has separate transport mechanisms for each.
- Phase 5. 110 g/hr. This is where current high-end endurance work sits. Months of deliberate gut training, not weeks.
- Phase 6. 120 g/hr and beyond. The top end. Elite riders are pushing well past this in long races. Only attempt after sustained success at Phase 5.
The fuelling connects to zones. Each zone has a fuelling demand. Recovery and easy endurance, 30 to 50 g/hr is enough for most, though recent evidence is moving toward fuelling easy rides more aggressively to maximise adaptation. Tempo and threshold, 60 to 90 g/hr. Above threshold, as much as you can handle. If your zones are set right (back in the zones chapter) and your fuelling matches them, you've built an integrated system.
For most masters riders the bigger problem isn't under-fuelling easy rides. It's under-fuelling threshold. The strain at the top end of Zone 2 is higher than it looks on paper for trained riders, and the carb demand at tempo and above scales with intensity. If you've been a steady eater on easy days but a believer in "train low, race high" on threshold days, that's where the leak is. Fuel the work that needs fuelling.
Hydration. 500 to 750ml per hour as a baseline, adjusted for heat and humidity. Electrolytes matter, but don't overthink it. Sodium is the main one.
Why I chose to include this in execution rather than as a standalone nutrition chapter. Because fuelling is an execution skill, not a knowledge problem. Most riders know they should eat more. The skill is doing it, training the gut, building the habit, integrating it into the ride rather than thinking about it as a separate thing.
The five rules together.
So that's the five. Intensity discipline. Triangulation. Decoupling. Progressive overload based on response. Precision nutrition.
None of them are complicated. All of them require practice. And the rider who does all five consistently will outperform the rider with better genetics and better numbers who doesn't. I've seen it a hundred times.
Because execution is the multiplier. All the fitness in the world doesn't matter if you can't use it properly on the day. And the best part is, unlike VO2max or FTP, which take months to improve, execution skills can start improving today. On your next ride.
Right. Now let me show you what all of this looks like when it comes together. Real athletes. Real data. Real coaching decisions. Let's go.
References
- Maunder, E. (2025). European Journal of Applied Physiology. Durability of the moderate-to-heavy intensity transition predicted using physiological decoupling. Multivariable model R² = 0.95. HR decoupling correlation r = -0.76.
- Barsumyan, A. et al. (2025). Frontiers in Artificial Intelligence. Quantifying training response in cycling based on cardiovascular drift using machine learning. Classification accuracy 0.93 for responder/non-responder.
- Friel, J. *The Cyclist's Training Bible* and TrainingPeaks materials. Origin of the practical 5%/3% decoupling thresholds. Coaching heuristic, not a research-derived cut-off.
- Ullyot, J. (1980). *Running Free: A Book for Women Runners and Their Friends*. Origin of the "10% rule", originally practical advice for beginner women runners, never intended as a tested progression law.