Resources

Field notes on health & cloud.

What we're learning while building FitLife Cloud — from training science and nutrition research to the AWS architecture that powers it all.

Fitness

Why volume beats intensity for sustainable strength

A four-year look at training logs from 12,000 lifters reveals a clear pattern.

Coach Leo Martín·Oct 18, 2025 6 min read
Nutrition

Protein timing is overrated — distribution is everything

What the latest meta-analysis tells us about when to eat your macros.

Dr. Aanya Rao·Oct 11, 2025 8 min read
Engineering

Streaming wearable telemetry at scale on AWS

How we move 2.1 billion events per month through Kinesis with sub-second latency.

Priya Shah·Sep 29, 2025 11 min read
Wellness

Sleep is the new strength training

Recovery science has shifted. Here's what FitLife Cloud now optimises for.

Ishita Banerjee·Sep 22, 2025 5 min read
Engineering

Designing a HIPAA-eligible architecture from day one

Security as a posture, not a checklist. A practical guide.

Aarav Mehta·Sep 15, 2025 9 min read
Fitness

How AI yoga sessions adapt in realtime

Inside the model that personalises every breath cycle.

Maya Olsen·Sep 04, 2025 7 min read