01-projects/longevity

workout plan v1

2026-05-22·longevity-plan·status: draft-v1·by Ray (COO agent)

Workout Plan v1 — 4 days/week, strength + VO2max + Zone 2

Frame: Build on founder's current 4-5 walks/wk + 1 strength session/wk base. Add resistance training (lean-mass protection during 202 → 180 deficit), one VO2max stimulus (single strongest mortality predictor — see [[2026-05-21-founder-health-assessment-v1]] section 1.8), preserve Zone 2 volume.

Honors the 80/20 polarized principle: ~80% of weekly time at Zone 2, ~20% at high intensity. This matches the longevity literature (Seiler 2010; Attia synthesis).


1. Weekly structure

Day Session Time Intensity
Mon Strength A (full-body) 45 min Hard
Tue Zone 2 walk 30-45 min Easy
Wed VO2max intervals (4x4 Norwegian) 25 min + warmup/cooldown Very hard
Thu Zone 2 walk 30-45 min Easy
Fri Strength B (full-body) 45 min Hard
Sat Zone 2 walk OR long easy hike 45-60 min Easy
Sun Rest OR easy walk 0-30 min Recovery

Total: ~4-5 hrs/wk training. 2 strength + 1 VO2max + 3-4 Zone 2. Replaces the current 4-5 walks + 1 strength with same volume but better stimulus distribution.

Hard constraint: never put VO2max session day-after or day-before a strength session if recovery feels off. The Wed slot gives 1 day buffer either side.


2. Strength program — full-body, beginner-progression compound focus

Two full-body sessions, A and B, alternating each week. Compound movements only. Linear progression for the first 8-12 weeks (add weight when reps complete clean), then microcycle.

Session A — Mon

Movement Sets x Reps Rest Notes
Goblet squat OR barbell back squat 3 x 6-8 2-3 min Squat pattern. Goblet is the safer entry; transition to barbell when form is solid.
Dumbbell bench press OR push-up 3 x 6-10 2 min Horizontal push
One-arm dumbbell row 3 x 8-10 per side 90 sec Horizontal pull
Romanian deadlift (DB or barbell) 3 x 8 2 min Hinge pattern — hamstring + glute + low back
Standing dumbbell overhead press 3 x 6-8 2 min Vertical push
Plank 3 x 30-60 sec 60 sec Anti-extension core

~45 min including warmup.

Session B — Fri

Movement Sets x Reps Rest Notes
Trap-bar deadlift OR conventional deadlift 3 x 5 3 min Hinge pattern, heavier
Front squat OR Bulgarian split squat 3 x 6-8 2 min Squat pattern, knee-dominant
Pull-up OR assisted pull-up OR lat pulldown 3 x 5-10 2 min Vertical pull
Dumbbell incline press 3 x 8-10 2 min Upper-chest push
Cable row OR seated row 3 x 10-12 90 sec Horizontal pull, higher rep
Farmer's carry (heavy DBs) 3 x 30-40 sec walk 90 sec Grip + core + posterior chain

~45 min including warmup.

Progression rules

Substitution flexibility

Bodyweight / home variants for any movement (squat → goblet squat with kettlebell or backpack; bench → push-up variations; row → inverted row off a sturdy table; deadlift → DB RDL). Don't skip a session for lack of equipment; substitute.


3. VO2max intervals — 4x4 Norwegian protocol (Wed)

Protocol:

  1. 8-10 min easy warmup (walking or easy cycling).
  2. 4 min at 85-95% max HR (RPE 8.5-9.5/10, "uncomfortable, can speak 2-3 words at most").
  3. 3 min easy recovery (50-60% max HR, brisk walk).
  4. Repeat for 4 total intervals.
  5. 5-10 min cooldown.

Total session: ~40 min door-to-door, ~25 min of work + recovery cycles.

Modality (pick one, rotate if you want):

Max HR estimate: 220 - age = 220 - 35 = 185 bpm. Target 85-95% = 157-176 bpm. Use Apple Watch HR display.

Evidence: Helgerud et al 2007 (the original Norwegian 4x4 paper) showed +13% VO2max in 8 weeks vs minimal change in continuous-pace control. Multiple follow-ups confirmed [PMC12027975 narrative review].

Frequency cap: ONCE per week. More than 1 true VO2max session/wk has diminishing returns + accumulating recovery cost in untrained-to-intermediate populations.


4. Zone 2 walks — 3-4x/week

Target: 60-70% max HR = 111-130 bpm for founder (220-35).

In practice: brisk walk where you can hold a conversation in full sentences but a song would be a stretch. Founder's current walks at 20-30 min are likely already in this zone.

Why Zone 2: mitochondrial density, fat oxidation capacity, autonomic balance, glucose disposal at low intensity. Independent benefit beyond what intervals provide. Attia + Inigo San Millan synthesis: Zone 2 is the "longevity zone," distinct from VO2max-specific work.

Bump in volume: push at least 2 of the 4 walks to 45 min by end of month 1. Time-on-feet at Zone 2 matters more than pace.

Modality: walking primary. Cycling, easy swimming, hiking all substitute fine.


5. Recovery rules


6. Logging + workout-DELIVERY rail (the asymmetry founder flagged 2026-05-21 20:58 ET)

Founder's sharp point: Strong is one-way. Apple Health → Strong → log → HAE → Ray's D1. But there's no public Strong API that lets Ray PUSH today's prescribed workout INTO Strong. So with Strong alone, founder would have to manually re-enter the workout I prescribe each day from this vault doc into Strong's exercise list before executing. That's friction at exactly the moment compliance matters most.

Three paths for the delivery side:

Path A — Morning brief surfaces today's workout in iMessage (READY tomorrow, zero build)

Each morning, the HEALTH section of the 6:27 ET brief includes today's prescribed workout rendered in iMessage-readable form:

Today (Mon): Strength Session A
- Goblet squat 3x5 @ 35lb dumbbell (warmup 2x5 unweighted)
- DB bench 3x6-8 @ 30lb each (last week was 25lb, progression)
- Bent-over row 3x6-8 @ 30lb each
- DB shoulder press 3x6-8 @ 20lb
- Plank 3x30s
Est duration: 35-40 min. Rest 90-120s between sets.

Founder reads on phone, executes, logs back via iMessage: "Done. Squats 3x5 @ 40lb hard, bench 3x6 @ 30lb easy, row 3x8 @ 30lb, press 3x6 @ 20lb, plank 3x30s." Ray parses + writes to D1 workouts + adjusts tomorrow's prescription. Slightly clunky (re-reading iMessage between sets) but works tomorrow.

Path B — Custom /health/today-workout page on hq.raydata.co (BEST UX, ~60 min build, deferred)

Generative-UI page per day. iPhone-readable. Set-by-set checklist with weight loaded from last week's actual + progression rule. Timer between sets. "Done" button POSTs to Worker → D1 workouts. This is the durable answer; surfaces in next session after founder greenlights.

Path C — Hevy or similar app with write-API (worth investigating)

Hevy (Strong competitor) appears to have a routines API. If confirmed, Ray could push today's routine as a JSON file → founder imports + follows in Hevy → syncs back. Means switching apps from Strong. Pros: real integration. Cons: app switch, integration risk if API is read-only or limited.

Recommendation

Read side stays the same

Whether founder uses Strong (Path A iMessage fallback), the custom page (Path B), or Hevy (Path C), the D1 workouts table is the source of truth Ray reads from each morning. Cardio always uses Apple Workouts on the watch → HAE → D1 (no friction; auto-captures).


7. First 4-week ramp (don't skip this)

Founder is rebuilding from 1 strength session/wk + walks. Going to full prescription Week 1 is the most common injury pattern + the most common dropout pattern.

Week 1

Week 2

Week 3

Week 4


8. Common failure modes + mitigations

Failure mode Mitigation
Skip strength because "too tired" after work Move strength to morning OR lunch break OR pre-dinner. Keep the same day. Don't drop entirely.
Travel week disrupts schedule Bodyweight strength version + outdoor walks. Hotel-room program: push-ups + bodyweight squats + planks + walks.
Family event eats Saturday Drop Sat Zone 2, not Wed VO2max. Preserve the stimulus, sacrifice volume.
Gout flare in foot Pause lower-body weight-bearing entirely. Substitute upper-body strength + cycling/swimming for cardio. Re-introduce slowly post-resolution.
Lower back tightness from deadlifts Drop load 20%, focus on hinge mobility + bracing. Add 5-min daily McGill Big 3 (curl-up, side plank, bird-dog).
Knee pain from squats Switch to goblet or split squats, reduce depth temporarily, check shoe and movement pattern.

9. Expected outcomes at 12 weeks

Realistic, evidence-anchored, conservative:


10. Citations


11. Cross-references

End of v1. First reassessment Week 4 (2026-06-19), full program review at 12 weeks (2026-08-14).