REFERENCE GUIDES

Keto & Low-Carb Planning Guides

Definitive technical reference manuals covering macro mathematics, renal electrolyte targets, 7-aisle grocery logistics, allergen exclusions, and weeknight kitchen workflow engineering.

Macro Mathematics·7 min read

Net Carbs vs. Total Carbs: The Complete Arithmetic Guide

A mathematical guide to net carbs versus total carbs on keto. Learn how fiber is deducted, how sugar alcohols behave, and why arbitrary definitions ruin diet plans.

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Constraint Engine·4 min read

The Hard Carb Ceiling: Why Post-Hoc Food Logging Always Fails

Why traditional food diary apps fail keto dieters by coloring numbers red at 10 PM, and how mathematical constraint solvers eliminate overage completely.

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Biometrics·3 min read

EWMA Weight Smoothing: Overcoming Low-Carb Water Noise

Understand why scale weight fluctuates wildly on keto due to glycogen-bound water, and how 10-day EWMA filtering reveals your true rate of fat loss.

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Grocery Intelligence·4 min read

Cook Sessions & Leftovers: Cutting Grocery Waste by 48%

How traditional meal planners generate unrealistic grocery lists by ignoring leftover chains, and how cook-session batching cut our benchmark basket from 67.6kg to 34.8kg.

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Grocery Logistics·8 min read

The 7-Day Keto Grocery Masterclass: Aisle-by-Aisle Shopping Science

A masterclass in keto grocery shopping. Learn how to sequence aisles to avoid processed traps, convert recipe grams into store packs, and spend under $55/week.

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Macro Mathematics·7 min read

The Keto Protein Floor: Mathematical Calculation & Lean Mass Preservation

Learn the exact formula for your daily keto protein floor. Calculate lean body mass, trigger mTOR muscle protein synthesis, and eliminate gluconeogenesis fears.

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Kitchen Workflow·2 min read

Weeknight Prep Time Budgeting: The 20-Minute Constraint Rule

How to cap weeknight cooking at 20 minutes of active attention. Distinguish active vs passive time, master the 12-minute Sunday prep, and streamline cleanup.

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Dietary Constraints·6 min read

Allergen Exclusions & Combinatorial Fallbacks: Planning Without Eggs, Dairy, or Nuts

A technical guide to keto meal planning with severe allergies. Solve the combinatorial challenge when eggs, dairy, and tree nuts are completely excluded.

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Biochemistry·9 min read

The Complete Keto Electrolyte Guide: Sodium, Potassium & Magnesium Targets

The definitive clinical electrolyte guide for keto. Understand the renal mechanisms of sodium loss and hit exact daily targets: 5000mg sodium, 1000-3500mg potassium, 350mg magnesium.

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Social & Dining·8 min read

The Keto Restaurant Dining Matrix: 5 Hidden Traps & The Safe Order Protocol

How to dine out on keto without anxiety. Identify the 5 hidden commercial kitchen traps, master the server ordering script, and navigate top restaurant cuisines.

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Algorithm Architecture·3 min read

The Five Named Dietary Relaxations: What Happens When Plans Are Infeasible

Learn how Repast handles mathematically impossible dietary goals. Understand constraint hierarchies, over-constrained parameter sets, and honest diagnostic feedback.

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Culinary Science·4 min read

Keto Meal Storage & Reheating Science: Emulsion Stability & Safe Batch Prep

The physical chemistry of storing and reheating keto meals. Prevent broken emulsions, master the 50% power microwave pulse, and keep batch preps tasting fresh.

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Performance Physiology·5 min read

The Mathematics of Refeed Days: Targeted Ketogenic Dieting (TKD) & Glycogen Dynamics

A scientific breakdown of Targeted Ketogenic Dieting (TKD). Learn how to time 15-30g of rapid-acting dextrose for explosive anaerobic workouts without breaking ketosis.

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Fasting & Schedules·5 min read

The Intermittent Fasting Window Solver: 16:8 and 18:6 Meal Allocation

How to mathematically budget your daily keto calories and protein into 16:8 or 18:6 intermittent fasting windows without bloating or nutrient deficiencies.

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