Alan Couzens

Alan Couzens

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Physiologist/coach; data-driven performance, HRV, and endurance modeling.

Endurance Success Depends on Monthly Training Load
SocialApr 1, 2026

Endurance Success Depends on Monthly Training Load

For serious endurance athletes, the key loading unit isn’t the training session... It’s the training *month*

By Alan Couzens
Plans Fail, Planning Wins: Athletes Need Structured Roadmaps
SocialApr 1, 2026

Plans Fail, Planning Wins: Athletes Need Structured Roadmaps

Most athletes don’t fail because they lack motivation. They fail because they lack a plan. If there's one thing experience has taught me... A season plan never gets completed 100% as written. But having one always gets you a lot closer than winging it! As...

By Alan Couzens
VO₂max Intervals Boost Running Economy, Not Max Capacity
SocialApr 1, 2026

VO₂max Intervals Boost Running Economy, Not Max Capacity

“VO₂max intervals” don’t really change VO₂max in sharpening. They change something far more useful: Economy - at all paces. Stop chasing effort. Start chasing efficiency.

By Alan Couzens
Mind Craves Complexity; Body Prefers Simple Routine
SocialApr 1, 2026

Mind Craves Complexity; Body Prefers Simple Routine

Your brain wants complex. Your body craves simple. Your brain wants variety. Your body thrives on routine.

By Alan Couzens
Just 10 Minutes of Brisk Walking Boosts Health
SocialMar 31, 2026

Just 10 Minutes of Brisk Walking Boosts Health

I'm still seeing a lot of people who don't understand what this paper is saying, so a quick summary... What this paper is not saying: The harder you train, the lower your risk of major disease/death. What this paper is saying: Adding a small...

By Alan Couzens
Run Slow, Build Mileage: Speed Limits Endurance
SocialMar 30, 2026

Run Slow, Build Mileage: Speed Limits Endurance

I wish I could claim originality here, but one of the greatest coaches of all time had similar thoughts many years ago.. "It is important to realize this point; that it is not the distance that will stop you in training as...

By Alan Couzens
Excessive Intensity Harms Performance; Choose a Balanced Approach
SocialMar 30, 2026

Excessive Intensity Harms Performance; Choose a Balanced Approach

"Why are you 'the intensity police'?" 👮‍♂️ Because I've seen (and experienced first-hand) the negative performance and health impact of too much intensity in your routine. I saw numerous swimmers get burned out & overtrained (some got very sick) purely from pushing...

By Alan Couzens
Fitness Demands Time: Accept It, Improve Faster
SocialMar 30, 2026

Fitness Demands Time: Accept It, Improve Faster

There’s a cost to everything. For fitness, the cost is time. The sooner you accept that, the sooner you actually improve.

By Alan Couzens
Boost VO2max by Increasing Weekly Mileage
SocialMar 30, 2026

Boost VO2max by Increasing Weekly Mileage

"So, coach, how do I get a really high VO2max?" Actually no one asks me that, but they do say things like... "Coach, how do I run a really fast 5K?" And, for all intents and purposes, they're the same question. My first &...

By Alan Couzens
Non‑GOFAI Best Serves as Rapid GOFAI Prototyping
SocialMar 29, 2026

Non‑GOFAI Best Serves as Rapid GOFAI Prototyping

It's becoming readily apparent that the best use of non-GOFAI is to build and quickly iterate on GOFAI.

By Alan Couzens
Coaches Must Tailor Strategies to Individual Athletes
SocialMar 29, 2026

Coaches Must Tailor Strategies to Individual Athletes

Athletes come in all shapes and forms. One athlete’s elixir is another athlete’s poison. The coach’s job? Know which is which. https://t.co/Qt4hMfDvJz

By Alan Couzens
We Need Real Endurance Coaches, Not Influencer Myths
SocialMar 29, 2026

We Need Real Endurance Coaches, Not Influencer Myths

This is why we need more endurance coaches (who know how VO2max is actually improved) and less "fitness influencers" around these parts 🤦‍♂️

By Alan Couzens
Strides: Keep Heart Rate Low, Prioritize Cadence
SocialMar 28, 2026

Strides: Keep Heart Rate Low, Prioritize Cadence

Strides, when done correctly, shouldn't be long enough (or fast enough) to significantly elevate your heart rate. Shoot for... - Set cadence first - Progressively lengthen stride over ~10-15s - Gradually build to ~5k pace or a little quicker - Once you hit that pace,...

By Alan Couzens
Six Months at 75% MHR Boosts Fitness and Speed
SocialMar 28, 2026

Six Months at 75% MHR Boosts Fitness and Speed

Related to another post from yesterday... Most athletes could afford to spend at least 6 months of every year capped at 75% MHR. You won't do that, because you'll get bored and distracted (probably by something you read here) But you'd be a...

By Alan Couzens
High‑intensity Training Belongs Later; Adaptations Differ in Timing
SocialMar 27, 2026

High‑intensity Training Belongs Later; Adaptations Differ in Timing

"Why don't we do high-intensity early in the build?" Because high-intensity and low-intensity adaptations operate over different timeframes... https://t.co/UUH1ANwGG7

By Alan Couzens
Cap Your Heart Rate at 70‑75% for Breakthrough Gains
SocialMar 27, 2026

Cap Your Heart Rate at 70‑75% for Breakthrough Gains

One of the simplest things you can do to set up a breakthrough season: Set a heart rate cap at AeT (~70-75%) & keep *every session* below it for the first few months of your build. Most watches will have a heart...

By Alan Couzens
Zone 2 Isn't Base Work—Treat It As High‑Intensity
SocialMar 26, 2026

Zone 2 Isn't Base Work—Treat It As High‑Intensity

In my opinion, Zone 2 is actually high-intensity training. Shouldn't be the majority of your base work. Use cautiously.

By Alan Couzens
Match Athlete Speed to Zones, Ditch Mileage Metrics
SocialMar 26, 2026

Match Athlete Speed to Zones, Ditch Mileage Metrics

If you know your athletes, and you know how fast they should be going in each zone, they are one and the same.

By Alan Couzens
Every Mile Counts: No Such Thing as Junk Miles
SocialMar 25, 2026

Every Mile Counts: No Such Thing as Junk Miles

When it comes to your base work, there's no such thing as "junk miles" There's just miles that you did and miles that you made excuses about.

By Alan Couzens
Elevated CAC: A Crucial Risk for Endurance Athletes
SocialMar 25, 2026

Elevated CAC: A Crucial Risk for Endurance Athletes

Fantastic thread on the ⬆️ CAC commonly found in endurance athletes. 🫀 IMHO, this is key 👇

By Alan Couzens
Coaches Can Finally Personalize Training Beyond Elite Athletes
SocialMar 24, 2026

Coaches Can Finally Personalize Training Beyond Elite Athletes

Like most coaches... Poorly. I had a squad template season plan that was based on what I had seen and what seemed to work for me. Then I would adjust it up or down depending on how tired the athletes looked...

By Alan Couzens
Health Isn’t Survival; Low‑carb Stress Is Unnecessary
SocialMar 24, 2026

Health Isn’t Survival; Low‑carb Stress Is Unnecessary

"Survival" & health are not the same either. Survival processes are unnecessarily stressful. I really don't get the extreme low carb thing. If you know your body is going to make glucose anyway (because it needs glucose to function), why not just...

By Alan Couzens
Data Reveals Individualized Sharpening Benefits for Athletes
SocialMar 24, 2026

Data Reveals Individualized Sharpening Benefits for Athletes

For example... Step into my brain, but please remove your shoes... How do I go about deciding when/if to begin sharpening an athlete prior to their A Race? I run a mixed effects model (comparing to population norms) to determine the relative performance...

By Alan Couzens
Master Timing, Not Just Load, for Peak Adaptation
SocialMar 23, 2026

Master Timing, Not Just Load, for Peak Adaptation

Two things drive adaptation: The load… and the timing of the load. Most athletes obsess over the first. The best athletes master the second.

By Alan Couzens
Avoid Sex and Leg‑draining Feats Before Competition
SocialMar 23, 2026

Avoid Sex and Leg‑draining Feats Before Competition

General conclusions: - Sex is not great as a pre-game warm-up (ideally finish 10hrs+ before) - Avoid any feats of prowess that make your legs go weak within 24 hours of competition. Other than that... https://t.co/e5olqnJMvd

By Alan Couzens
Stay Moderate: Avoid Excess, Keep Some Reserve
SocialMar 20, 2026

Stay Moderate: Avoid Excess, Keep Some Reserve

Big v Small for longevity. Small - Most serious problems are metabolic in nature. You'll avoid them by not spending too much time in an energy surplus, i.e. not being too big. But... If shit does go bad - you do have that...

By Alan Couzens
Endurance Athletes Reveal Divergent Physiological Engines
SocialMar 20, 2026

Endurance Athletes Reveal Divergent Physiological Engines

My latest post on the #MADcrew forum: Two athletes. Both training for endurance events. But with completely different engines. Here’s what the #PerformanceModeling data says about how @JohnGoldman and @inaki_delaparra actually work… https://t.co/oCTDk9EAjt

By Alan Couzens
Constant Load Boosts Predictability, Fuels Champion Performance
SocialMar 18, 2026

Constant Load Boosts Predictability, Fuels Champion Performance

Exactly. Everyone talks about tapering the load for performance. Few talk about tapering the load for stability. At a constant load, Fatigue plateaus much quicker than fitness (half-life of ~7 days) This means, if you hold the load constant, you don't just get faster...

By Alan Couzens
Increase Volume First, Add Intensity Later—Never Both Simultaneously
SocialMar 14, 2026

Increase Volume First, Add Intensity Later—Never Both Simultaneously

Most athletes ruin their season the same way: They increase volume AND intensity at the same time. Rule #1 of season planning: Pick one. Volume first. Intensity later. And “later” is usually much later than your ego thinks.

By Alan Couzens
Race‑pace Simulation Reveals True Distance Readiness
SocialMar 13, 2026

Race‑pace Simulation Reveals True Distance Readiness

How to know you're "ready" for a specific distance: Complete a ~2/3 (Metric) simulation at race-pace as a regular training session with... - Minimal decoupling between pace/HR - No extended recovery needs beyond that of a regular loading day. For a marathon, I think...

By Alan Couzens
Early Season Surge: Pace Yourself Like an Ironman
SocialMar 12, 2026

Early Season Surge: Pace Yourself Like an Ironman

March is when athletes start blowing up their seasons. The sun comes out. 🌞 Motivation spikes. 🚀 Volume jumps up. 📈 But the season is a lot like an Ironman bike: These are just the opening miles. Be strong when it matters. Pace yourself.

By Alan Couzens
Marathons Unhealthy Only When Poorly Prepared or Mis‑paced
SocialMar 12, 2026

Marathons Unhealthy Only When Poorly Prepared or Mis‑paced

Two things that make marathons unhealthy IMO: 1. Inadequate preparation. 2. Inappropriate pacing (for your fitness). Both are very common, but that doesn't make running a marathon inherently unhealthy.

By Alan Couzens
Training Load Predicts VO2max, Aerobic Gains Ahead
SocialMar 11, 2026

Training Load Predicts VO2max, Aerobic Gains Ahead

A little #ProjectUnreasonable predictive modeling this morning - Training Load + Time In Zone vs predicted VO2max. Still a whole lot of pretty aerobic colors ahead for @JohnGoldman https://t.co/noj8ztob5u

By Alan Couzens
Heart‑rate Recovery Outperforms VO₂max for Metabolic Health
SocialMar 11, 2026

Heart‑rate Recovery Outperforms VO₂max for Metabolic Health

Everyone obsesses over VO₂max. But this paper found heart rate recovery to be more strongly tied with metabolic health metabolites than VO₂max. Peak capacity is nice. But how well you recover after a hard effort may tell us more about your metabolic health.

By Alan Couzens
Double Your Weekly Training to 12 Hours Total
SocialMar 11, 2026

Double Your Weekly Training to 12 Hours Total

This is very good advice. Especially the "you're prepared to train 6-8 hrs/wk" part. Personally, I would double it... 6hrs run + 6hrs cross-train But I am aware I have particular biases 😊

By Alan Couzens
Recovery, Not Stress, Drives Fitness Gains
SocialMar 10, 2026

Recovery, Not Stress, Drives Fitness Gains

This is common sense. You don't get healthier/fitter from the exercise stressor. You get healthier/fitter from the supercompensation effect of the body during *recovery*. No recovery. No fitness. You need both.

By Alan Couzens
Balancing Muscle Reserves and VO2max in Aging
SocialMar 9, 2026

Balancing Muscle Reserves and VO2max in Aging

In my view, the competing forces when it comes to health/longevity... 1/ Having sufficient reserves (both energy and muscle) so that you're not frail. 2/ Having very strong aerobic/metabolic fitness. These start to go against each other as you age. For example, for an...

By Alan Couzens
15% Body Fat: Optimal, Not Normal, Achieve via Deficit
SocialMar 9, 2026

15% Body Fat: Optimal, Not Normal, Achieve via Deficit

On 15% BF... A lot of talk on whether 15% BF (for men) is "normal" at the moment. Statistically... No, not normal. Yes, optimal. The 10-step process to getting there... Step 1/ A 250-500 kcal deficit each day. Steps 2 - 10/ See step 1. Things...

By Alan Couzens
Make Your Workouts Feel Like Cozy Slippers
SocialMar 9, 2026

Make Your Workouts Feel Like Cozy Slippers

Remember these? Your training routine should feel like a cozy pair of slippers. If it feels like this instead, you're heading for trouble. https://t.co/EBtKidZqog

By Alan Couzens
Hunter‑gatherers Produced Four‑to‑five Times More Poop
SocialMar 5, 2026

Hunter‑gatherers Produced Four‑to‑five Times More Poop

Did you know... That the daily 💩 weight of an average hunter-gatherer was ~4-5x the daily 💩 weight of a modern human? #FixYourFiber

By Alan Couzens