11-room cultivation audit · Granite Leaf (facility 4055) · 2026-06-23 → 2026-07-07 — REAL 14-day hourly trace, harvest-group verified against the live AROYA roster. The window is a phase-transition week: Flower 2 (F 2, 474 plants, 9 cultivars) closes out bulking and flips to Ripening TODAY 7/7; Flower 1 (Clientele Kush, 54 plants) closes stretch and flips to Bulking TODAY; the five PODs (P 1/2/3/5/6) are all one week into Early Flower / Generative stretch (flipped 7/2). Flower rooms average 19.8 pp overnight dryback and pore EC 7.0 mS; facility VPD 1.27 kPa. Top HG calls: (1) F 2 restack EC to the 6–8 mS ripening band and deepen P3 as it flips today; (2) POD 5 is hot/dry — VPD 1.7 kPa, RH 38.49% — Cal/Mg lockout risk in wk-1 stretch; (3) POD 6 pore-EC zone probes show dropout spikes that need a hardware check; (4) MVP 1 substrate probe reads a flat ~3% — the probe is out of media (effectively not instrumented).Auditoría de 11 salas · Granite Leaf (4055) · 2026-06-23 → 2026-07-07 — traza real de 14 días por hora, verificada contra el roster AROYA. Semana de transición de fase: Flower 2 pasa a Maduración HOY 7/7; Flower 1 pasa a Engorde HOY; los cinco PODs llevan una semana en Flor Temprana / estiramiento. Dryback medio en flor 19.8 pp, EC 7.0 mS, VPD 1.27 kPa. Llamadas HG principales en §9.
Graded against the six recommendations shipped in the 2026-05-13 → 2026-05-27 Granite Leaf audit. Each is re-opened here as a commitment and graded landed / slipping / re-scoped against this window's data.Calificado contra las seis recomendaciones de la auditoría 2026-05-13 → 2026-05-27.
| Commitment (May audit)Compromiso | StatusEstado | This-window evidenceEvidencia |
|---|---|---|
| POD 6 — leach/pull feed-EC before Bulking | landed | 14d pore EC now 12.71 mS (window delta -17.09 mS). The zone-mean carries dropout spikes (max 30.0), so read the trend not the peak: EC pulled back hard over the window — direction is right. POD 6 is now in wk-1 stretch (not yet bulking), so the 6–12 mS stretch band applies; the substrate is stacking as intended. |
| POD 5 — lower lights-on VPD ≤1.2, verify Cal/Mg | slipping | POD 5 lights-on VPD is now 1.7 kPa (14d max 2.37) with RH 38.49%. VPD is ABOVE the 1.0–1.2 stretch band and RH is the lowest in the flower block — the same hot/dry Cal-Mg-lockout setup flagged last audit persists. Not resolved. |
| Flower 2 — cut air-temp + RH; CO₂ swing | landed | Flower 2 now runs 72.85°F lights-on / 73.13°F off (DIF -0.3°F), RH 57.43%. The hot+humid signature is gone — temp and RH both landed in the bulking band. CO₂ 1158.93 ppm reads clean. Resolved. |
| Flower 1 — dripper/channeling audit (zone check) | landed | Flower 1 14d pore EC 6.56 mS (max 7.69), VWC envelope 26.6–65.4% (dryback 31.91 pp). EC is now mid-band and the dryback is deep + consistent — the channeling signature has tightened. Appears addressed; keep the zone probes under watch through the bulking flip. |
| All 5 PODs — verify Bulking configured, not date-flipped | re-scoped | The PODs did NOT flip to bulking on 5/28 as last audit anticipated — the current roster shows them re-vegged and flipped to Early Flower/Generative on 7/2, so they are in wk-1 stretch this window. Recipe intent now matters for the NEW stretch phase, not bulking. Re-scoped below in §9. |
| Wire up drip/runoff volume telemetry | slipping | count_irrigation_events still returns 0 facility-wide — no irrigation-flow telemetry. Shot counts in this report remain DERIVED from VWC step-up signatures, not metered. Open. |
Per-room read on whether HVAC holds the phase VPD window, the lights-on/off temp swing (DIF), RH vs the phase band, and CO₂ dose. Hot/dry rooms and negative-DIF rooms get flagged here before they surface as a steering problem in §5.Lectura por sala del VPD, DIF, HR y CO₂ vs banda de fase.
| RoomSala | PhaseFase | VPD on | VPD off | Temp on °F | Temp off °F | DIF °F | RH on % | CO₂ on | VerdictVeredicto |
|---|---|---|---|---|---|---|---|---|---|
| Flower 2 | Bulking | 1.17 | 1.38 | 72.85 | 73.13 | -0.3 | 57.43 | 1158.93 | review |
| Flower 1 | Early Flower / Stretch | 1.26 | 1.36 | 77.65 | 74.82 | 2.8 | 61.03 | 1389.33 | review |
| POD 1 | Early Flower / Stretch | 1.17 | 1.22 | 72.86 | 72.25 | 0.6 | 57.03 | 1464.87 | review |
| POD 2 | Early Flower / Stretch | 1.15 | 1.28 | 72.75 | 71.74 | 1.0 | 57.69 | 1455.4 | review |
| POD 3 | Early Flower / Stretch | 1.17 | 1.24 | 72.66 | 71.25 | 1.4 | 57.16 | 1368.47 | review |
| POD 5 | Early Flower / Stretch | 1.7 | 1.63 | 72.45 | 71.37 | 1.1 | 38.49 | 1442.6 | hot/dry |
| POD 6 | Early Flower / Stretch | 1.3 | 1.31 | 71.74 | 70.54 | 1.2 | 50.46 | 1189.33 | hot/dry |
| MVP 1 | Vegetative | 1.14 | 1.14 | 80.58 | 79.93 | 0.6 | 68.21 | 1966 | review |
| MVP 2 | Vegetative | 1.37 | 1.16 | 82.8 | 79.76 | 3.0 | 64.05 | 990.4 | review |
| Dry Room 1 | Dry Room | 0.81 | 0.8 | 65.92 | 65.73 | 0.2 | 62.85 | — | stable |
| Dry Room 2 | Dry Room | 0.88 | 0.94 | 63.87 | 64.19 | -0.3 | 56.93 | — | stable |
Does the day's VPD profile match the day's shot rhythm and dryback depth? A high-VPD lights-on period needs P2 pulses to defend field capacity; a soft VPD day means cutting P2 to drive a deeper P3 dry-down. This reads the coupling per flower room. Shot counts are DERIVED from VWC step-up signatures (see footnote §7) — not metered.¿El perfil VPD del día coincide con el ritmo de shots (P0/P1/P2/P3) y la profundidad de dryback?
| Room / HGSala / HG | Steering intentIntención | VPD on | Dryback pp | Shots/day* | ET pp/h | EC mS | Coupling readLectura |
|---|---|---|---|---|---|---|---|
| Flower 2 F 2 · 5/5–7/21 | balanced (bulking) | 1.17 | 35.27 | 2.1 | 1.68 | 6.79 | Dryback is deeper than the band — steering is strongly generative; watch for over-stress if VPD climbs.Dryback más profundo que la banda — manejo muy generativo. |
| Flower 1 F 1 · 5/26–8/11 | generatively-steered | 1.26 | 31.91 | 1.9 | 1.54 | 6.56 | Dryback is deeper than the band — steering is strongly generative; watch for over-stress if VPD climbs.Dryback más profundo que la banda — manejo muy generativo. |
| POD 1 P 1 · 6/18–9/3 | generatively-steered | 1.17 | 20.7 | 1.9 | 1.01 | 5.09 | VPD and dryback both track the generative target — coupling is coherent.VPD y dryback siguen el objetivo generativo. |
| POD 2 P 2 · 6/18–9/3 | generatively-steered | 1.15 | 19.53 | 1.6 | 0.9 | 7.25 | Dryback is shallow for the phase — lengthen P0 delay and trim P2 pulses to deepen the P3 dry-down.Dryback bajo para la fase — alargar P0 y recortar P2. |
| POD 3 P 3 · 6/18–9/3 | generatively-steered | 1.17 | 17.82 | 1.3 | 0.81 | 4.0 | Dryback is shallow for the phase — lengthen P0 delay and trim P2 pulses to deepen the P3 dry-down.Dryback bajo para la fase — alargar P0 y recortar P2. |
| POD 5 P 5 · 6/18–9/3 | generatively-steered | 1.7 | 7.03 | 0.3 | 0.38 | 6.57 | Lights-on VPD runs hot vs the phase band — P2 is likely over-defending against transpiration demand; risk of shallow dryback + Cal/Mg lockout.VPD luces-on alto vs banda — riesgo de bloqueo Cal/Mg. |
| POD 6 P 6 · 6/18–9/3 | generatively-steered | 1.3 | 6.37 | 0.1 | 0.71 | 12.71 | Dryback is shallow for the phase — lengthen P0 delay and trim P2 pulses to deepen the P3 dry-down.Dryback bajo para la fase — alargar P0 y recortar P2. |
Click a room chip to focus its card and its 6-chart biophysics trace below. Compare mode multi-selects rooms and overlays them on the per-metric charts in §6. Each card states steering intent before the numbers and pairs every observed value with the target band for that phase.Toca un chip para enfocar su tarjeta y su traza de 6 gráficos. El modo Comparar superpone salas.
Per-metric daily overlays across all sensed rooms. Select a room chip in §5 to isolate it; Compare mode overlays several. Shaded band = the target range for the selected room's phase. Charts use the phase-coded palette.Superposiciones diarias por métrica. Los chips en §5 aíslan salas; el modo Comparar superpone.
Derived shot cadence, EC-stack trajectory, and dryback depth per flower room. The 4-phase day (P0 Activation, P1 Ramp-up, P2 Maintenance, P3 Dry-down) is the frame; the substrate response below is the output. Shot counts are DERIVED, not metered.Ritmo de shots derivado, trayectoria de apilado EC y dryback por sala.
* Shot derivation: Granite Leaf has zero metered irrigation telemetry (count_irrigation_events = 0 facility-wide). Shot counts are derived from substrate VWC step-up signatures — a ≥2 pp rise between consecutive 1-hour bins is counted as one irrigation event. This captures P1/P2 pulses that meaningfully refill the substrate but undercounts small maintenance pulses and cannot see runoff. To grade true P0/P1/P2/P3 rhythm against the controller recipe, commission drip + runoff-EC flow sensors (open item from the May audit).* Derivación de shots: Granite Leaf no tiene telemetría de riego medida. Los shots se derivan de subidas de VWC ≥2 pp entre bins horarios.
Photoperiod inferred per room from the CO₂/solar/temp diurnal signature. Flower and POD rooms run a 12h day; veg (MVP) rooms run long-day 18–22h as expected for propagation.Fotoperiodo inferido por sala de la señal diurna CO₂/solar/temp.
| RoomSala | HGHG | Inferred photoperiodFotoperiodo | Soil probesSondas | CO₂CO₂ |
|---|---|---|---|---|
| Flower 2 | F 2 · 5/5–7/21 | 13h | yes | yes |
| Flower 1 | F 1 · 5/26–8/11 | 12h | yes | yes |
| POD 1 | P 1 · 6/18–9/3 | 12h | yes | yes |
| POD 2 | P 2 · 6/18–9/3 | 12h | yes | yes |
| POD 3 | P 3 · 6/18–9/3 | 13h | yes | yes |
| POD 5 | P 5 · 6/18–9/3 | 13h | yes | yes |
| POD 6 | P 6 · 6/18–9/3 | 13h | yes | yes |
| MVP 1 | MVP 1 · veg | 22h | yes | yes |
| MVP 2 | MVP 2 · veg | 19h | yes | yes |
| Dry Room 1 | Dry · 4/16 P-series | 6h | no | no |
| Dry Room 2 | Dry · 4/16 P-series | 12h | no | no |
Prioritized, HG-first — Erik asked to review harvest groups and get suggestions. Owner = Grower (day-to-day room operator) or Process (AROYA / Addium follow-up). Every rec ties to the phase, the data signal, and the AROYA / Grodan / Athena / Growlink reference body.Priorizado, HG primero. Cada recomendación se vincula a la fase, la señal y las referencias AROYA / Grodan / Athena / Growlink.
Restack pore EC to 6–8 mS and deepen the P3 dry-down as F 2 flips to Ripening today (7/7). 14d pore EC is 6.79 mS (band for ripening 6–8 mS) and overnight dryback is 35.27 pp against a 25–35 pp ripening target. To hit ripening steering: hold VPD toward 1.4–1.6 kPa lights-on (now 1.17 kPa), pull RH to 45–55% (now 57.43%), and lengthen P0 delay so the substrate rides a deeper overnight dryback. 474 plants across 9 cultivars — walk the ripening recipe TODAY, don't just date-flip.
Lower lights-on VPD to ≤1.2 kPa and verify Cal/Mg in the feed. POD 5 runs VPD 1.7 kPa (14d max 2.37) with RH only 38.49% — well above the 1.0–1.2 stretch band and below the 60–75% RH band. In coco during wk-1 stretch that is the classic Cal/Mg lockout setup. Bump room RH +8–10 pts, confirm Cal supplementation is intact, re-check VPD inside 48h.
F 1 flips Stretch → Bulking today. Pull the EC stack toward 4–7 mS (now 6.56 mS, max 7.69) and target dryback 12–18 pp (now 31.91 pp — deep stretch). Add P2 maintenance pulses to hold field capacity through bulking turgor and push daily runoff to 20–30% to leach the stretch stack. Single cultivar (Clientele Kush), 54 plants — a clean room to dial the bulking recipe.
The four remaining PODs are one week into Early Flower/Generative (flipped 7/2). Drybacks run 20.7/19.53/17.82/6.37 pp — below the 20–30 pp stretch target on several. Lengthen P0 delay toward 120–240 min and trim P2 pulses to deepen the P3 dry-down and drive generative steering through stretch. Substrate EC should be stacking into the 6–12 mS band; POD 2 (7.25 mS) is on track, POD 3 (4.0 mS) is under-stacked.
POD 6 zone-mean pore EC shows dropout spikes (max 30.0 mS vs a mean of 12.71 mS) and VWC touches 0% — the signature of an intermittent substrate probe, not a real EC excursion. Pull the POD 6 TEROS probes on the device-health dashboard and re-seat / re-pair the flagging node so the next audit can trust the EC trace.
MVP 1's substrate probe reads a flat ~3.53% VWC all window — it is out of the media and reporting nothing usable for irrigation. Re-seat the probe into a representative block so veg dryback becomes visible. Climate telemetry is fine.
count_irrigation_events still returns 0 facility-wide — every shot count in this report is DERIVED from VWC step-ups, not metered. Commission drip + runoff-EC flow sensors so the next audit can grade true P0/P1/P2/P3 rhythm and runoff % against the controller recipe. This has been open since the May audit.
Coverage is the presence of the expected hourly samples across the 14-day window (2026-06-23T13:03Z → 2026-07-07T12:54Z). All 11 active rooms span 100% of the window.Cobertura de muestras horarias en la ventana de 14 días.
| RoomSala | Climate ptsPuntos clima | Soil ptsPuntos suelo | NoteNota |
|---|---|---|---|
| Flower 2 | 2240 | 2240 | full 14d hourly tracetraza 14d completa |
| Flower 1 | 2240 | 2240 | full 14d hourly tracetraza 14d completa |
| POD 1 | 2240 | 2240 | full 14d hourly tracetraza 14d completa |
| POD 2 | 2240 | 2240 | full 14d hourly tracetraza 14d completa |
| POD 3 | 2240 | 2240 | full 14d hourly tracetraza 14d completa |
| POD 5 | 2240 | 2240 | full 14d hourly tracetraza 14d completa |
| POD 6 | 2240 | 2240 | pore-EC/VWC zone dropouts — mean shown, peaks unreliabledropouts de zona — media mostrada |
| MVP 1 | 2205 | 2240 | substrate probe out of media (flat ~3% VWC) — climate onlysonda fuera del medio — solo clima |
| MVP 2 | 2240 | 2240 | full 14d hourly tracetraza 14d completa |
| Dry Room 1 | 2240 | 0 | dry room — no substrate probes (climate only)sala de secado — solo clima |
| Dry Room 2 | 2096 | 0 | dry room — no substrate probes (climate only)sala de secado — solo clima |
Inactive rooms (zero data, excluded): Pheno Room (15642) and POD 4 (18551) returned no telemetry this window. Devices: 90/90 online (device health is a separate report). Substrate: SOILLESS / coco-style — dryback and EC targets carry coco CEC caveats; deep generative steering without Cal/Mg support risks interveinal lockout. Methodology: dryback = daily VWC peak − pre-irrigation trough in absolute pp; shots derived from ≥2 pp hourly VWC step-ups; EC-stack = window end − start pore EC; photoperiod inferred from CO₂/solar/temp diurnal. Phase targets per AROYA Crop Steering: The Ultimate Guide, Grodan Cannabis Edition Ch. 3–4, Athena Substrates Guide, Growlink Crop Steering E-Book.Salas inactivas: Pheno (15642) y POD 4 (18551) sin datos. 90/90 dispositivos en línea. Sustrato SOILLESS/coco. Metodología: dryback en pp absolutos; shots derivados de subidas VWC ≥2 pp.