Editor126 pieces · Since January 2026

Stephen M. Walker II

Product leader, fitness operator, and AI founder. Former Head of Product at Freeletics, now building Fuel.


Profile
Stephen WalkerFounder, Fuel Nutrition

Led product at Freeletics, now building AI nutrition at Fuel

Stephen is the founder of Fuel and writes most of the Fuel Journal. He builds nutrition coaching for the same audience he has shipped products to for a decade: people who take training seriously and want software that respects it.

From 2017 to 2020 he led product, design, research, content, and subscription monetization as Head of Product & Design at Freeletics, where his teams helped the digital fitness app surpass 50 million users worldwide across 100+ countries, with 70% week-one training activation. That stint — owning every surface that touches habit formation in a fitness app — is the operator lens behind every article here.

After Freeletics he grew Productboard 5x to $50M+ ARR as Senior Director of Product Management (2020–2022), reshaping the product from SMB/PLG-darling to enterprise roadmap software adopted by 6,000+ companies. Since 2022 he has been co-founder and CEO of Klu.ai, an LLM infrastructure platform used by thousands of AI teams — which is why Fuel's AI food logging and coaching feel less hand-wavy than most.

Earlier he ran global UX programs at Amazon (2016–2017) for cross-border eCommerce, led mobile investing design at Capital One (2014–2016), and spent a decade (2003–2014) running Smoov, a boutique design studio shipping work across consoles, desktop, mobile, and web. He speaks regularly at EU CPO Conference, SXSW, La Product Conf, and Product Led Alliance. Verifiable on SMW.ai, LinkedIn, and Speaker Deck.

Fitness product operatorHead of Product at Freeletics
AI infrastructure founderCo-founder & CEO, Klu.ai
Enterprise product scaleSenior Director PM at Productboard
Public speakerEU CPO Conference · SxSW
Career
Founder · Fuel Nutrition2025 – PresentAI nutrition coaching built around Apple Watch energy
Co-founder & CEO · Klu.ai2022 – PresentLLM evaluation and optimization for thousands of AI teams
Senior Director, Product Management · Productboard2020 – 2022Scaled to $50M+ ARR and 6,000+ customers — 5x growth
Head of Product & Design · Freeletics2017 – 202050M+ users worldwide across 100+ countries and 70% week-one training activation
Global UX Manager · Amazon2016 – 2017Mobile cross-border eCommerce expansion programs
Principal Designer / Design Manager · Capital One2014 – 2016Mobile investing design; lifted digital adoption
Founder · Smoov2003 – 2014Boutique studio across console games, desktop, mobile, and web
Areas of Expertise
Performance nutritionMacro trackingAI food loggingDigital fitness productsSports nutritionGLP-1 coachingApple Watch energy modelingSubscription monetizationProduct managementUX researchLarge language models
Selected Writing
Basics & Guides
Macro Tracking & Meal Planning
AI & Technology
Performance & Training
Podcast Reviews
Elsewhere
All Articles

Everything by Stephen Walker

126 articles in the Fuel Journal, newest first.

Social-Eating Macro Flexibility: The Three-Meal Window That Actually Decides the WeekMay 13, 2026Macro Tracking & Meal PlanningMetabolic Damage From Dieting Is Adaptive ThermogenesisMay 10, 2026Macro Tracking & Meal PlanningHow Athletes Should Test, Dose, and Retest Vitamin DMay 8, 2026Performance & TrainingCalorie Cycling for Muscle GainMay 6, 2026Performance & TrainingWhy Decision Fatigue Fails to Explain Evening EatingMay 5, 2026Macro Tracking & Meal PlanningFasted Cardio Raises Fat Oxidation Without Increasing Fat LossMay 4, 2026Performance & TrainingSauna for Muscle Gain, Weight Loss, and Health: What Heat Can and Cannot DoMay 3, 2026Performance & TrainingIron Repletion for Endurance Athletes, the Hepcidin Window, and Why Alternate-Day Dosing Beats DailyMay 2, 2026Performance & TrainingMetabolic Flexibility, What It Is, How to Measure It, and How to Train ItMay 1, 2026Performance & TrainingHow to Fuel at 90 to 120 Grams of Carbohydrate Per Hour Without Wrecking Your GutApr 30, 2026Performance & TrainingMagnesium for Sleep, Cramps, and Recovery: Choosing the Right Form, Dose, and TimingApr 29, 2026Performance & TrainingTop Low Glycemic Index Foods RankedApr 28, 2026AI & TechnologySauna Hydration and Sodium Replacement: How to Replace Sweat Without GuessingApr 27, 2026Performance & TrainingHeat Acclimation for Endurance Athletes: How to Use Sauna Without Blowing Up RecoveryApr 26, 2026Performance & TrainingSauna After Lifting: Recovery Tool or Hypertrophy Distraction?Apr 25, 2026Performance & TrainingHybrid Athlete Nutrition for Lifting, Running, and Riding in the Same WeekApr 24, 2026Performance & TrainingWeight-Loss Plateau Decision Tree for Active Macro TrackersApr 23, 2026AI & TechnologyRecovery Nutrition When Your Watch Says You Are Not ReadyApr 22, 2026Performance & TrainingRestaurant, Takeout, Travel, and Weekend Macro Tracking for Fat LossApr 21, 2026Macro Tracking & Meal PlanningWomen's Fat Loss and Muscle Retention Across Menopause, Cycle, GLP-1s, and Strength TrainingApr 20, 2026Performance & TrainingInfrared Sauna vs Finnish Sauna: Differences That MatterApr 19, 2026Performance & TrainingSauna and Sleep Quality: How to Time Evening Heat Without Wrecking RecoveryApr 18, 2026Performance & TrainingSauna for Weight Loss: Water Loss vs Fat LossApr 17, 2026Basics & GuidesEndurance Training on GLP-1s Needs a Different Fueling PlanApr 16, 2026Performance & TrainingOmega-3 Index: What Your Number Means, How Much EPA and DHA You Need, and When to RetestApr 15, 2026Performance & TrainingAlcohol and Body Composition, How Drinking Actually Affects Muscle Gain, Fat Loss, and RecoveryApr 14, 2026Performance & TrainingStrength Training Minimum Effective Dose During a CutApr 13, 2026AI & TechnologySleep and Fat Loss: Why Short Sleep Raises Hunger, Lowers Training Quality, and Changes What Weight You LoseApr 12, 2026Performance & TrainingPeptides for Body RecompositionApr 11, 2026Basics & GuidesHow Accurate Is AI Food Logging? Benchmarks, Failure Modes, and a Practical AuditApr 10, 2026AI & TechnologyHow to Prevent Muscle Loss on GLP-1s: A Men's Protein GuideApr 9, 2026Performance & TrainingSodium Loading for Endurance RacingApr 8, 2026Basics & GuidesProtein Quality Scores Explained: DIAAS vs PDCAAS in Real Meal PlanningApr 7, 2026Macro Tracking & Meal PlanningHow to Use Apple Watch for Body RecompositionApr 6, 2026AI & TechnologyReverse Dieting After a Cut: How to Recover Without Rebound Fat GainApr 5, 2026Performance & TrainingCreatine While on GLP-1: Worth It for Fat Loss and Strength?Apr 4, 2026AI & TechnologyHow to Set Up a Race-Week Nutrition PlanApr 3, 2026Basics & GuidesApple Watch-Based Calorie Targets: The Execution System for Body RecompositionApr 2, 2026AI & TechnologyWhey vs Casein vs Plant ProteinApr 1, 2026AI & TechnologyThe Complete Guide to Creatine (2026)Mar 31, 2026Performance & TrainingDiet Breaks vs Refeed Days for Fat LossMar 30, 2026Basics & GuidesHow to Preserve Muscle on GLP-1 MedicationsMar 29, 2026AI & TechnologyThe Complete Guide to Hydration: Everything Science Knows About Water and the Human BodyMar 28, 2026Basics & GuidesLeucine Threshold: How Much Protein Per Meal Actually MattersMar 27, 2026Basics & GuidesHow to Stop GLP-1s Without Rapid Fat RegainMar 26, 2026AI & TechnologyDEXA Scan for Body Composition: How Accurate Is It for Fat Loss and Muscle Gain?Mar 25, 2026Macro Tracking & Meal PlanningPerformance Nutrition IntelligenceMar 24, 2026AI & TechnologyGut Training for Race NutritionMar 23, 2026Performance & TrainingLow Energy Availability in Female Endurance AthletesMar 22, 2026Basics & GuidesAndrew Huberman Supplement List (2026)Mar 21, 2026Podcast ReviewsProtein Targets and Training Strategy on Semaglutide or RetatrutideMar 20, 2026AI & TechnologyEating Through GLP-1 Side Effects: Nausea, Constipation, Reflux, and Early SatietyMar 19, 2026Basics & GuidesWhat to Do When Your Watch Says You Burned 900 CaloriesMar 18, 2026AI & TechnologyFueling Early Morning TrainingMar 17, 2026Performance & TrainingThe Recomp Plateau That Is Actually ProgressMar 16, 2026Performance & TrainingHow to Eat on Deload WeeksMar 15, 2026Performance & TrainingProtein Timing on Double-Session DaysMar 14, 2026Performance & TrainingThe Best Nutrition Coaching Apps (2026 Edition)Mar 13, 2026Macro Tracking & Meal PlanningThe Best AI Nutrition Apps (2026 Edition)Mar 12, 2026AI & TechnologyOptimizing Your HealthMar 11, 2026Performance & TrainingThe Complete Guide to Macro Tracking for Coaches: Tools, Workflows, and Scaling Your PracticeMar 10, 2026Macro Tracking & Meal PlanningBest Training Advice From the Huberman Lab Podcast (2021-2026)Mar 9, 2026Podcast ReviewsGLP-1 Muscle Retention Guide for MenMar 8, 2026Macro Tracking & Meal PlanningCreatine for WomenMar 7, 2026Performance & TrainingFood Database Accuracy: Why Your Macro Numbers Drift and How to Audit ThemMar 6, 2026Macro Tracking & Meal PlanningMeal Templates for Low Appetite Days: High-Protein, Low-Volume OptionsMar 5, 2026AI & TechnologyThe Best Nutrition Apps (2026 Edition)Mar 4, 2026Macro Tracking & Meal PlanningMaximizing Your Fuel ResultsMar 3, 2026Basics & GuidesBest Peptide Advice From Huberman Lab, The Drive, FoundMyFitness, & Tim Ferriss (2021–2026)Mar 2, 2026Podcast ReviewsBest Nutrition Advice From the Huberman Lab Podcast (2021–2026)Mar 1, 2026Podcast ReviewsNutrition Tracker ComparisonFeb 28, 2026AI & TechnologyThe Amateur Athlete's Sodium MistakeFeb 27, 2026AI & TechnologyHow Much Fat Can You Lose Before Performance DropsFeb 26, 2026Performance & TrainingIntegrated Performance SystemFeb 25, 2026Performance & TrainingCarbs at Night for Lifters and RunnersFeb 24, 2026Performance & TrainingLow-Appetite High-Protein Eating Without GLP-1Feb 23, 2026AI & TechnologyNutrition Feedback LoopsFeb 22, 2026AI & TechnologyBest Health, Nutrition & Supplement Advice From Dr. Rhonda Patrick (FoundMyFitness) (2017–2026)Feb 21, 2026Podcast ReviewsThe Men's Waist-to-Strength DashboardFeb 20, 2026Macro Tracking & Meal PlanningCGM for AthletesFeb 19, 2026Performance & TrainingHow to Fuel Two Hard Days in a RowFeb 18, 2026Performance & TrainingThe Hybrid Athlete's Carb FloorFeb 17, 2026Performance & TrainingEndurance Athlete FuelingFeb 16, 2026Performance & TrainingWhen to Add Calories Back Before the Cut BreaksFeb 15, 2026Performance & TrainingThe High-Protein Breakfast ProblemFeb 14, 2026AI & TechnologyCarbohydrate PeriodizationFeb 13, 2026Performance & TrainingBest Fitness, Nutrition & Longevity Advice From The Peter Attia Drive (2022-2026)Feb 12, 2026Podcast ReviewsThe First 12 Weeks of a Men's CutFeb 11, 2026Performance & TrainingFood Tracking AdherenceFeb 10, 2026AI & TechnologyLLMs in Health AppsFeb 9, 2026AI & TechnologyFuture of Personalized NutritionFeb 8, 2026AI & TechnologyThe Importance of Protein: Why It's the Most Critical Macro for Weight Loss & Muscle GainFeb 7, 2026Macro Tracking & Meal PlanningThe Best Macro Tracking Apps (2026 Edition)Feb 6, 2026Macro Tracking & Meal PlanningThe Complete Guide to Macronutrients (2026 Update)Feb 5, 2026Basics & GuidesBalancing Your Diet for Optimal HealthFeb 4, 2026AI & TechnologyFat Loss and Muscle PreservationFeb 3, 2026Performance & TrainingFuel Your Body: Nutrition Tips for Fitness GoalsFeb 2, 2026Performance & TrainingBest Health, Biohacking, Nutrition & Supplement Advice From The Tim Ferriss Show (2018 to 2026)Feb 1, 2026Podcast ReviewsHow to Count Macros for Muscle Gain: The Ultimate Bulking GuideJan 31, 2026Macro Tracking & Meal PlanningMen's Body Recomposition After 35Jan 30, 2026Macro Tracking & Meal PlanningLean Bulk Without Belly GainJan 29, 2026Performance & TrainingFueling Endurance While Cutting FatJan 28, 2026Basics & GuidesLow Energy Availability in MenJan 27, 2026Performance & TrainingHow to Set and Achieve Your Fitness GoalsJan 26, 2026Performance & TrainingThe Post-Cut Maintenance PhaseJan 25, 2026Performance & TrainingEasy Ways to Log Food and Track Macros with AIJan 24, 2026AI & TechnologyHow AI is Transforming the Fitness IndustryJan 23, 2026AI & Technology10 Tips to Stick to Your Macro Goals (and Make Tracking Easier)Jan 22, 2026AI & TechnologyHow to Tell Fat Loss From Muscle LossJan 21, 2026Performance & TrainingCarb Periodization for Lifters and Hybrid AthletesJan 20, 2026Performance & TrainingHow to Use Watch Calories Without Eating Back Every WorkoutJan 19, 2026AI & TechnologyMacros vs. Calories: Which Should You Track for Weight Loss?Jan 17, 2026AI & TechnologyFueling for the Recreational Athlete's WeekJan 15, 2026Performance & TrainingRace Fueling While Managing Body CompositionJan 14, 2026Performance & TrainingThe Science Behind AI-Powered NutritionJan 13, 2026AI & TechnologyProtein and Anabolic Resistance for Men Over 40Jan 12, 2026Performance & TrainingHow to Calculate Your Macros for Weight Loss or Muscle GainJan 11, 2026Macro Tracking & Meal PlanningTop 10 Nutrition Myths DebunkedJan 10, 2026Basics & GuidesUnderstanding Macros: What Are Protein, Carbs, and Fats?Jan 9, 2026Macro Tracking & Meal PlanningUnderstanding Calories: A Comprehensive GuideJan 8, 2026Basics & GuidesCommon Macro Tracking Mistakes (and How to Avoid Them)Jan 7, 2026Macro Tracking & Meal PlanningEnergy Balance for Active PeopleJan 6, 2026Performance & TrainingThe Role of AI in Personalized NutritionJan 5, 2026AI & TechnologyThe Ultimate Macro Meal Planning Guide for Weight LossJan 4, 2026Macro Tracking & Meal PlanningTeam-Sport and Short-Event FuelingJan 3, 2026Basics & GuidesHow to Count Macros for Weight Loss Without StallingJan 1, 2026Basics & Guides