Cycle 41 (room 16868 stretch) is the new lead character. The May 8 EC-collapse story has partly resolved — Cycle 40 stacked into ripening properly (substrate EC 5.25 mS up from 1.98 in the prior audit, hottest zone hitting 8.72 mS) and Cycle 39 ran a textbook flush (runoff EC 0.66 < substrate 1.00 < feed 1.19, EC pulled to ~1.0 mS as committed) — but the new stretch cycle is repeating the under-steered pattern. Brittany's lights-on VPDs are right where they should be (1.04 on Cycle 40), but Michael's feed EC and shot sizing in 16868 are insufficient for stretch: 60-second shots at 2 GPH × 2 emitters deliver ~0.27 gal/shot ≈ 3% of substrate volume (target 6–10% for stretch in coco). The drain-ratio anomaly (13% → 80% over the last 3 days while DFI fell) is consistent with the elevated drip-drain station bias flagged on May 8, or it's channeling — either way the EC stack cannot build. The window to course-correct on Cycle 41 stretch is closing. Owner (Michael) actions: triple P1 shot duration in 16868, push feed EC to 2.6–2.8. Grower (Brittany): raise lights-on VPD in 16868 to 1.0–1.2. Process: resolve the AUTOMAIT runoff-threshold blocker so recipe 147112 can go live on Cycle 42.Ciclo 41 (16868) es el protagonista nuevo. El derrumbe de EC del 8 de mayo se resolvió parcialmente: Ciclo 40 apiló su EC a 5.25 mS (vs 1.98 anterior), Ciclo 39 corrió lavado ideal (drenaje 0.66 < sustrato 1.00 < alimentación 1.19). Pero el nuevo estiramiento repite el patrón sub-dirigido. VPDs de Brittany correctos, pero la EC de alimentación y tamaño de tiro de Michael son insuficientes en 16868: 60 s × 2 GPH × 2 emisores ≈ 0.27 galones/tiro ≈ 3% del sustrato (objetivo 6–10%). La anomalía de drenaje confirma sesgo o canalización. La ventana para corregir el Ciclo 41 se está cerrando. Michael: triplicar duración de tiro P1, subir EC a 2.6–2.8. Brittany: subir VPD luces-encendidas. Proceso: resolver bloqueo AUTOMAIT.
Source register: May 8 2026 1:1 with Michael Fayak (5 commitments) · 2026-05-14 6-week audit (baseline verdicts) · Dec 8 2025 phase-target baseline · May 6 2026 internal AUTOMAIT consult. The 5 May-8 commitments are the spine of every audit going forward.Registro de fuentes: 1:1 del 8 de mayo con Michael (5 compromisos), auditoría de 6 semanas del 14 de mayo, línea base de objetivos del 8 de diciembre, consulta interna AUTOMAIT del 6 de mayo.
Drip EC on Cycle 40 now 2.94 mS (up from 2.10 mS in 6-wk audit) — commitment overshot in a good way; substrate stacked to 5.25 mS room mean, 8.72 mS hottest zone. Cycle 41 stretch still under-fed: drip EC 2.51 mS (target 2.6–2.8 for stretch), substrate stuck at 2.07 mS. Cycle 39 intentionally pulled back to 1.19 mS for Wk8/9 flush — correct.EC alimentación en Ciclo 40 ahora 2.94 mS (subí de 2.10), sustrato apilado a 5.25 mS. Ciclo 41 aún sub-alimentado: 2.51 mS. Ciclo 39 jaló a 1.19 mS para lavado — correcto.
Cycle 40 recovered: now 3.7 shots/day (back inside 3–5 target), drain ratio 13.8% (low edge of 20–30%) — stack building correctly. Cycle 41 (16868) has the opposite problem: 5.0 shots/day looks right on the count but shot duration is still 60 s (target 180–240 s for stretch in coco), so P1 cannot reach FC + first runoff. Late-window drain ratio paradoxically climbed to ~80% — reading more as a channeling/elevated-sample-station artefact than over-irrigation. Cycle 39 flush: 1 shot in 9 days (deliberate, correct for Wk9 flush).Ciclo 40 recuperó: 3.7 tiros/día, 13.8% drenaje. Ciclo 41 problema opuesto: 5 tiros/día parece bien pero duración aún 60 s (objetivo 180–240 s para estiramiento en coco). Drenaje subió a 80% al final — canalización probable.
Cycle 40 substrate 5.25 mS vs feed 2.94 mS → stack delta +2.31 mS — well over the +1.0 floor. Hottest zone (54081) sitting at 8.72 mS — top of ripening band. Cycle 41 substrate 2.07 mS vs feed 2.51 mS → stack delta −0.44 mS — substrate sitting BELOW feed, same negative-stack pattern flagged in the 6-week audit (-0.24 mS then, -0.44 mS now). Hydrogen-accumulation / root-zone-pH risk from May 8 diagnostic chain is still live in 16868.Ciclo 40 sustrato 5.25 vs alimentación 2.94 → delta +2.31 (cumple). Ciclo 41 sustrato 2.07 vs 2.51 → delta −0.44 (no cumple). Riesgo acumulación hidrógeno / pH zona raíz aún activo en 16868.
Drain ratio anomaly on 16868 (~13% → ~80% in 3 days while DFI halved) is the exact signature of elevated-station sample bias when total drip volume drops — the station catches a disproportionate share of total drainage. Cycle 40 13.8% / Cycle 39 3.0% / Cycle 41 21.0% absolute ratios all read plausibly per phase, so the bias is intermittent. Confirm on next on-site visit.Anomalía 16868 (13% → 80%) coincide con sesgo de estación elevada cuando cae el volumen total. Confirmar en próxima visita.
Textbook flush executed. Drip EC 1.19 mS · substrate EC 1.00 mS · runoff EC 0.66 mS — runoff < substrate < feed is the canonical leach signature. Substrate pulled to 1.00 mS (target was 1.0 within final week). Dryback 20.8 pp at the low edge of 25–35 pp ripening target but acceptable on a deliberate-minimum-shot flush regime (1 shot in 9 days). Credit to the grow team. Track yield + smoke quality post-harvest to validate.Lavado ideal: alimentación 1.19 / sustrato 1.00 / drenaje 0.66 (drenaje < sustrato < alimentación). Sustrato jalado a 1.00 mS. Dryback 20.8 pp en el borde bajo del objetivo 25–35 pp pero aceptable con régimen de tiro mínimo. Crédito al equipo.
Cycle 41 (16868) is the headline failure: lights-on VPD 0.92 kPa vs 1.0–1.2 kPa stretch target, with 6.2 hrs/day of VPD-stress off-band. RH at 66% vs 59–63% target. This is the smoking gun for why dryback won't deepen and EC won't stack. Mom + Veg rooms (12407, 12408) are running 5–8°F cooler than mom/veg target with VPD also stuck low. The May 8 finding that "Brittany lowered VPDs (good) but feed EC was not pushed up to compensate" is repeating itself one cycle later in 16868. DIF inversion is no longer the headline (down from 29/43 days in the 6-wk audit to mild positive +1.1 to +1.3°F across flower rooms now — Brittany's overnight setpoint fix landed).Ciclo 41 (16868) es el fallo principal: VPD luces-encendidas 0.92 kPa vs objetivo 1.0–1.2, 6.2 h/día fuera de banda. Salas de madres + veg corren 5–8°F más frías que el objetivo. Inversión DIF (29/43 días en 6 semanas) ahora resuelta — el ajuste de Brittany aterrizó.
The HVAC table below shows day-air vs target, night-air, day−night differential (DIF, target +2 to +5°F for generative push, 0 to +3°F for veg), diurnal swing (max−min), VPD on/off, hours/day of VPD off-band (the "VPD stress" budget), RH lights-on, CO&sub2; lights-on, substrate temp and substrate−air delta, plus every capacity flag that fired in the 9-day window. Rooms are sorted by HVAC verdict severity.La tabla muestra temperatura día vs objetivo, noche, diferencial DIF (objetivo +2 a +5°F generativo), oscilación, VPD encendidas/apagadas, horas/día fuera de banda VPD, HR luces-encendidas, CO&sub2;, sustrato y delta sustrato−aire.
| Room · Phase | HVAC | Day air °F | Night °F | DIF °F | Swing | VPD on / off (kPa) | VPD-stress hrs/d | RH on % | CO&sub2; ppm | Substrate °F / Δair | Capacity flags |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Flower Westt A1-A4 Stretch/Wk2–3 |
BAD RH HIGH, VPD LOW for generative push |
72.8 tgt 76–78°F |
71.5 | +1.3 tgt +2 to +5 |
4.7 | 0.92 / 0.85 | 6.2 | 66.4% | 1639 | 74.2 / +1.4 | ● VPD 0.83–0.92 vs 1.0–1.2 target● RH 66–70% vs 59–63% target● Substrate WARMER than air (+1.4°F) lights-off |
| MOM / PROP Mom/Root-in |
WARN cool+humid; CO&sub2; sensor saturated |
73.7 tgt 78–81°F |
73.0 | +0.7 tgt +2 to +5 |
6.0 | 0.71 / 0.65 | 4.1 | 74.8% | 4938 | 74.2 / +0.5 | ● Air temp 5–8°F below 78–81 mom target● CO&sub2; sensor capped at 5000 ppm — saturation● VPD 0.71 below 0.8–0.9 band |
| Veg West Veg/Veggie Tails |
WARN cool+humid; CO&sub2; sensor offline |
74.9 tgt 78–81°F |
73.9 | +1.0 tgt +2 to +5 |
3.8 | 0.68 / 0.62 | 5.3 | 77.0% | 0 (offline) | 76.1 / +1.2 | ● CO&sub2; reads 0 ppm — sensor offline / no enrichment● Air temp ~5°F below veg target● VPD 0.68 below 0.8–0.9 band |
| Flower West B1-B4 (turnover) Turnover |
WARN empty — CO&sub2; still on |
73.1 tgt 70–75°F |
72.5 | +0.6 tgt +2 to +5 |
6.3 | 0.95 / 0.88 | 0.2 | 65.7% | 1538 | 69.2 / -3.9 | ● CO&sub2; enrichment wasted on empty room● Swing 6.3°F — diurnal load high |
| Dry / Cure Dry/Cure |
WARN drying slightly fast |
66.2 tgt 55–65°F |
66.0 | +0.2 tgt +2 to +5 |
6.3 | 0.92 / 0.90 | 2.4 | 58.0% | 1043 | n/a / n/a | ● Temp climbed 63→68°F over window● VPD 0.92 above 0.7–0.9 slow-cure target |
| Flower East A1-A4 Bulking→Ripen |
WARN cooling on track but RH climbing |
71.7 tgt 77–78°F |
70.6 | +1.1 tgt +2 to +5 |
3.3 | 1.11 / 0.92 | 0.5 | 58.0% | 1600 | 72.1 / +0.4 | ● RH climbing 58→62%● VPD dropping out of bulking band 1.2–1.4● CO&sub2; ABOVE 1500 alert |
| Flower East B1-B4 Flush/Ripen |
GOOD cooling for finish, RH creeping |
71.3 tgt 73–75°F |
70.0 | +1.3 tgt +2 to +5 |
4.2 | 1.06 / 0.95 | 0.3 | 59.4% | 1601 | 72.9 / +1.6 | ● RH 59→63% — mold risk in final week● CO&sub2; ABOVE 1500 alert in flush |
| R/D Flower Room (rockwool moms) Mom (Rockwool) |
GOOD rockwool moms within band |
76.1 tgt 78–81°F |
75.5 | +0.6 tgt +2 to +5 |
4.3 | 0.77 / 0.72 | 1.8 | 75.0% | 672 | 75.5 / -0.6 | ● No CO&sub2; enrichment (672 ppm ambient)● Slightly cool vs mom target |
Inverse DIF (lights-off warmer than lights-on). The 6-week audit flagged 29 of 43 days with negative DIF in Cycle 40's room. That's down sharply now — the 9-day window shows mild positive DIF +1.1 to +1.3°F across flower rooms. For coco bulking and early ripen specifically, a 2–5°F drop into the dark period drives generative cascade (cold-night metabolite drive). Brittany's overnight setpoint fix appears to have landed; hold the new schedule.DIF inverso: ya no es el titular. Las 29/43 días inversos del audit de 6 semanas ahora bajaron a DIF positivo leve +1.1 a +1.3°F. Mantener el ajuste.
Diurnal swing >8°F. Symptom of undersized cooling or canopy heat-trap. None of Burly's active flower rooms exceed 5°F here, so this isn't the constraint right now — but 12406 (empty turnover) and 12407 (mom/prop) show 6°F swings worth checking once they're back in active steering.Oscilación diaria >8°F indica enfriamiento sub-dimensionado. Ninguna sala de flor activa supera 5°F — no es el cuello de botella actual.
Substrate-vs-air delta. Substrate warmer than air during lights-off is the lever for "is HVAC actually pulling heat out of the media or just out of the room?" Cycle 41 (16868) shows substrate +1.4°F above air at night — mild root-zone heat hold consistent with the elevated RH. Cycle 39 +1.6°F is borderline; worth flagging once Cycle 40 turns over and Cycle 42 stretches into its own generative window.Sustrato más caliente que aire durante luces-apagadas mide si el HVAC saca calor del medio. Ciclo 41 +1.4°F, Ciclo 39 +1.6°F — vigilancia.
BTU sizing rule of thumb. Plan ~4.5 BTU/hr per LED watt × total fixture wattage + 15–25% headroom for CO&sub2;-enriched rooms (enrichment adds plant metabolic heat and dehum load via higher transpiration). For Burly's UCL 600 + under-canopy ~660 PPFD + CO&sub2; setup, that's ~3,600 BTU/hr/m² canopy in active flower — check per-room cooling spec against this floor when Brittany re-tunes setpoints for Cycle 42.Regla práctica BTU: ~4.5 BTU/h por vatio LED × potencia total + 15–25% margen para salas con CO&sub2;. Para UCL 600 + under-canopy + CO&sub2; de Burly: ~3,600 BTU/h/m² en flor activa.
Cycle 41 in 16868 is showing the classic May 8 chain repeating: VPD lowered (0.92 kPa vs 1.0–1.2 target) drops transpiration drive, plant can't pull enough water to deepen dryback or build the EC stack, runoff cycle goes runaway in the last 3 days as the plant slows further. Coupled mom + veg rooms (12407, 12408) have a milder version of the same problem: cool + humid + low VPD suppresses growth in the cycles that should be growing hardest. Cycle 40, Cycle 39, and the rockwool moms (12403, 12404, 12409) are showing climate + irrigation aligned. The thread to pull is in 16868 first.Ciclo 41 en 16868 muestra la cadena del 8 de mayo repitiéndose. Salas acopladas 12407+12408 tienen versión más suave. Ciclos 40, 39, y madres en roca alineados. Tirar primero del hilo de 16868.
| Climate signal | Biophysics | What it does to your irrigation strategy |
|---|---|---|
| VPD-stress hrs/day | Hours per day VPD sits outside the phase-target band. Outside the band, stomata over-open or close — transpiration becomes erratic.Horas/día fuera de banda VPD — transpiración irregular. | 16868 logs 6.2 h/d off-band. Plant can't drive water through cleanly → shots stack as runoff, EC stack collapses. This is the lead failure.16868 con 6.2 h/d fuera de banda → tiros se van en drenaje, EC no apila. |
| Negative DIF (lights-off warmer) | Lights-off warmer than lights-on shuts down the cold-night metabolite cascade that drives bulking and ripening yield.Luces-apagadas más caliente que encendidas apaga la cascada nocturna que impulsa engorde y maduración. | Largely resolved (6-wk audit: 29/43 days; 2-wk audit: 0 days). Brittany's overnight setpoint fix landed. Hold the schedule.Resuelto. Mantener el ajuste de Brittany. |
| Diurnal swing | Max−min temp range. >8°F indicates undersized cooling or canopy heat trap; suppresses generative signaling.Oscilación diaria >8°F → enfriamiento sub-dimensionado. | No flower room exceeds 5°F. Empty 12406 + mom 12407 hit 6°F — flag for HVAC during turnover, not strategy-breaking right now.Salas de flor activas <5°F. 12406 y 12407 a 6°F — vigilancia. |
| Substrate-air coupling | Substrate temp > air during lights-off means HVAC isn't pulling heat out of media — roots stay warm, transpiration drops overnight, dryback gets stuck.Sustrato > aire en luces-apagadas → HVAC no saca calor del medio → transpiración nocturna baja. | 16868 substrate +1.4°F over air; 12404 +1.6°F. Borderline; mid-late flower watch.16868 +1.4°F, 12404 +1.6°F — limítrofes. |
| Climate-driven EC stacking | RH ↑ + VPD ↓ reduces transpiration → substrate water doesn't get pulled through → salts can't accumulate around root zone.HR ↑ + VPD ↓ → agua no circula → sales no se acumulan en zona raíz. | This is the 16868 lead failure: substrate EC 2.07 mS sits below feed 2.51 mS because plant won't drink the feed through fast enough to build the stack.EC sustrato 2.07 < alimentación 2.51 porque la planta no bebe rápido. |
Each row pairs the climate signals firing in that room with the irrigation outcomes those signals are driving, and the mechanism connecting them. Sorted by interplay verdict severity.Cada fila empareja las señales climáticas con los resultados de riego.
| Room · Phase | Interplay | Climate signals | Irrigation observed | Mechanism(s) → strategy impact |
|---|---|---|---|---|
| Flower Westt A1-A4 Stretch/Wk2–3 |
BAD Climate breaks the strategy |
VPD on 0.92 (vs 1.0–1.2) VPD-stress 6.2 h/d RH 66% DIF +1.3 |
Dryback 18.3 pp (vs 20–30) pore_EC 2.07 mS (vs 6–12) EC stack −0.44 |
|
| MOM / PROP Mom/Root-in |
WARN Cool+humid suppresses transpiration |
Air 5–8°F below 78–81 mom target VPD 0.71 (vs 0.8–0.9) RH 75% spikes 83% |
Dryback 8.7 pp pore_EC 1.54 mS |
|
| Veg West Veg/Veggie Tails |
WARN Cool+humid; CO&sub2; offline |
Air ~5°F below veg target VPD 0.68 (vs 0.8–0.9) RH 77% (alert 78) |
Dryback 4.9 pp pore_EC 1.54 mS |
|
| Flower West B1-B4 (turnover) Turnover |
WARN Empty room burning CO&sub2; |
6.3°F swing CO&sub2; 1538 ppm in empty room |
n/a (turnover) |
|
| Dry / Cure Dry/Cure |
WARN Cure drying slightly fast |
Temp climbed 63→68°F VPD 0.92 (vs 0.7–0.9) |
n/a (cure) |
|
| Flower East A1-A4 Bulking→Ripen |
GOOD Generative steering on track |
Cooling 71.7°F (Wk6 target 73–75) VPD dropping 1.08→0.95 RH climbing 58→62% |
Dryback 17.9 pp pore_EC 5.25 EC stack +2.31 |
|
| Flower East B1-B4 Flush/Ripen |
GOOD Flush executing correctly |
VPD slipping 0.99→0.93 RH climbing to 63% DIF +1.3 |
Dryback 20.8 pp pore_EC 1.00 Drain EC 0.66 < substrate < feed |
|
| R/D Flower Room (rockwool moms) Mom (Rockwool) |
GOOD Rockwool moms within band |
Temp 76 (vs 78–81) VPD 0.77 (vs 0.8–0.9) |
Dryback 12.1 pp pore_EC 2.35 |
|
Click a room chip to focus that room across all four overlay charts. Shift-click to add rooms in compare mode (target-band shading hides when more than one room is selected). Charts read from the live AROYA SPA pull (room rollups, 1-hour bins, aggregated to daily means).Haz clic en una sala para enfocarla en los cuatro gráficos. Mantén Shift+clic para comparar varias salas.
Each room gets a phase-aware block: a natural-language brief that leads with steering intent and overnight dryback (absolute pp), six small environmental traces showing how the 9 days moved, a drip-drain aggregate table, a per-phase biophysics row pilled to in-band / above / below, and the current-phase target chips pulled from the AROYA recipe + the irrigation-strategy NotebookLM. Targets are coco 2-gal Char-Coir (room 12409 rockwool flagged separately).Cada sala: resumen con intención de manejo y dryback nocturno (pp absolutos), seis gráficos ambientales, tabla drip-drain, fila biofísica por fase, y chips de objetivo. Sustratos: coco 2 galones Char-Coir (12409 lana de roca aparte).
| Metric | Observed | Target (Bulking→Ripen) | Status |
|---|---|---|---|
| Drip volume (DFI) | 2199 mL/day | 1500–2500 (bulking) | GOOD |
| Drain volume (DFI_drain) | 304 mL/day | 300–700 (bulking) | GOOD |
| Drain / drip ratio (runoff %) | 13.8% | 20–30% (bulking) / 15–25% (ripen) | WARN |
| Drip EC (feed) | 2.94 mS | 2.6–2.8 (per May 8 commitment) | GOOD |
| Substrate EC (pore_ec, room mean) | 5.25 mS | 4.0–7.0 (bulking) / 6.0–8.0 (ripen) | GOOD |
| EC stack Δ (substrate − feed) | +2.31 mS | +1.0 to +5.0 | GOOD |
| Feed pH target | 5.6–5.7 | 5.5–5.8 (coco) | GOOD |
| Runoff pH target | 5.8–6.2 | 5.8–6.5 (coco) | GOOD |
| Phase | FC mean | Floor mean | Dryback pp | ET %/hr | Pore_EC mS | Stack Δ mS | VPD on | VPD off | DIF °F | DLI |
|---|---|---|---|---|---|---|---|---|---|---|
| Wk5+ Pump → Wk6 Ripen | 70.3% (in) | 59.1% (in) | 17.9 pp (in 15–25 bulking) | 1.49 %/hr (in) | 5.25 mS (in) | +2.31 (above) | 1.11 kPa (in) | 0.92 kPa | +1.1°F (in) | 17.1 |
| Metric | Observed | Target (Wk 8–9 FLUSH) | Status |
|---|---|---|---|
| Drip volume (DFI) | 2241 mL/day | 1000–2500 (flush) | GOOD |
| Drain volume (DFI_drain) | 67 mL/day | 200–700 (flush should leach) | WARN |
| Drain / drip ratio (runoff %) | 3.0% | 30–50% (flush) | BAD |
| Drip EC (feed) | 1.19 mS | 0.5–1.5 (flush) | GOOD |
| Substrate EC (pore_ec, room mean) | 1.00 mS | 1.0 (target pull) | GOOD |
| EC stack Δ (substrate − feed) | −0.19 mS | negative (leach signature) | GOOD |
| Feed pH target | 5.8–6.0 | 5.5–6.0 | GOOD |
| Runoff pH target | 5.8–6.5 | 5.8–6.5 | GOOD |
| Phase | FC mean | Floor mean | Dryback pp | ET %/hr | Pore_EC mS | Stack Δ mS | VPD on | VPD off | DIF °F | DLI |
|---|---|---|---|---|---|---|---|---|---|---|
| Wk 8–9 FLUSH | 66.2% (in) | 53.4% (in) | 20.8 pp (below 25–35 ripen) | 1.73 %/hr (in) | 1.00 mS (in flush 1–4) | −0.19 (leach) | 1.06 kPa (in) | 0.95 kPa | +1.3°F (in) | 15.6 |
| Metric | Observed | Target (Wk 2–3 Stretch) | Status |
|---|---|---|---|
| Drip volume (DFI) | 1024 mL/day | 1500–2200 (stretch) | BAD |
| Drain volume (DFI_drain) | 215 mL/day | 200–400 (stretch) | GOOD |
| Drain / drip ratio (runoff %) | 21.0% (avg) · 13%→80% across last 3 days | 10–20% (stretch) | BAD |
| Drip EC (feed) | 2.51 mS | 2.6–2.8 (stretch) | WARN |
| Substrate EC (pore_ec, room mean) | 2.07 mS | 6.0–12.0 (stretch) | BAD |
| EC stack Δ (substrate − feed) | −0.44 mS | +1.0 to +5.0 (stack-up) | BAD |
| Feed pH target | 5.6–5.7 | 5.5–5.8 (coco) | GOOD |
| Runoff pH target | 5.8–6.2 | 5.8–6.5 (coco) | GOOD |
| Phase | FC mean | Floor mean | Dryback pp | ET %/hr | Pore_EC mS | Stack Δ mS | VPD on | VPD off | DIF °F | DLI |
|---|---|---|---|---|---|---|---|---|---|---|
| Wk 2–3 Early/Late Gen | 63.7% (in) | 57.7% (in) | 18.3 pp (below 20–30 stretch) | 1.53 %/hr | 2.07 mS (BELOW 6–12) | −0.44 (below) | 0.92 kPa (below 1.0–1.2) | 0.85 kPa | +1.3°F (in) | 20.1 |
| Metric | Observed | Target (Turnover) | Status |
|---|---|---|---|
| Drip volume (DFI) | n/a | n/a (turnover) | MUTED |
| Drain volume (DFI_drain) | n/a | n/a | MUTED |
| Drain / drip ratio | n/a | n/a | MUTED |
| Drip EC | n/a | n/a | MUTED |
| Substrate EC (pore_ec) | 23.98 mS artefact (dewatered) | n/a (empty) | MUTED |
| EC stack Δ | n/a | n/a | MUTED |
| Feed pH target | n/a | n/a | MUTED |
| Runoff pH target | n/a | n/a | MUTED |
| Phase | FC mean | Floor mean | Dryback pp | ET %/hr | Pore_EC mS | Stack Δ mS | VPD on | VPD off | DIF °F | DLI |
|---|---|---|---|---|---|---|---|---|---|---|
| Turnover (empty) | 4.05% (dewatered) | 0.8% | n/a | n/a | 23.98 mS artefact | n/a | 0.95 kPa | 0.88 kPa | +0.6°F | 0.6 |
| Metric | Observed | Target (Mom / Root-in) | Status |
|---|---|---|---|
| Drip volume (DFI) | n/a (no drip-drain station) | n/a | MUTED |
| Drain volume (DFI_drain) | n/a | n/a | MUTED |
| Drain / drip ratio | n/a | 5–15% (mom) | MUTED |
| Drip EC (feed) | 1.48 mS | 1.5–2.0 (mom) | WARN |
| Substrate EC (pore_ec, room mean) | 1.54 mS | 1.5–3.0 (mom) | GOOD |
| EC stack Δ | +0.06 mS | near-zero (mom) | GOOD |
| Feed pH target | 5.8–6.0 | 5.8–6.0 (clones) | GOOD |
| Runoff pH target | n/a (no station) | n/a | MUTED |
| Phase | FC mean | Floor mean | Dryback pp | ET %/hr | Pore_EC mS | Stack Δ mS | VPD on | VPD off | DIF °F | DLI |
|---|---|---|---|---|---|---|---|---|---|---|
| Mom / Root-in | 66.1% (in) | 61.9% (in) | 8.7 pp (in 5–15) | 0.48 %/hr | 1.54 mS (in 1.5–3) | +0.06 | 0.71 kPa (below 0.8–0.9) | 0.65 kPa | +0.7°F | 18.0 |
| Metric | Observed | Target (Veggie Tails (Veg)) | Status |
|---|---|---|---|
| Drip volume (DFI) | n/a (no drip-drain station) | n/a | MUTED |
| Drain volume (DFI_drain) | n/a | n/a | MUTED |
| Drain / drip ratio | n/a | 5–15% (veg) | MUTED |
| Drip EC (feed) | 1.40 mS | 1.5–2.2 (veg/root-in) | WARN |
| Substrate EC (pore_ec, room mean) | 1.54 mS | 1.5–3.0 (veg) | GOOD |
| EC stack Δ | +0.14 mS | near-zero (veg) | GOOD |
| Feed pH target | 5.8–6.0 | 5.8–6.0 | GOOD |
| Runoff pH target | n/a (no station) | n/a | MUTED |
| Phase | FC mean | Floor mean | Dryback pp | ET %/hr | Pore_EC mS | Stack Δ mS | VPD on | VPD off | DIF °F | DLI |
|---|---|---|---|---|---|---|---|---|---|---|
| Veggie Tails (Veg) | 65.8% (in) | 64.5% (in) | 4.9 pp (floor 5–15) | 0.27 %/hr | 1.54 mS (in 1.5–3) | +0.14 | 0.68 kPa (below) | 0.62 kPa | +1.0°F | 14.1 |
| Metric | Observed | Target (Mom (Rockwool)) | Status |
|---|---|---|---|
| Drip volume (DFI) | n/a (no drip-drain station) | n/a | MUTED |
| Drain volume (DFI_drain) | n/a | n/a | MUTED |
| Drain / drip ratio | n/a | 5–15% (rockwool mom) | MUTED |
| Drip EC (feed) | 2.25 mS | 1.5–2.5 (rockwool mom) | GOOD |
| Substrate EC (pore_ec, room mean) | 2.35 mS | 1.5–3.0 (rockwool mom) | GOOD |
| EC stack Δ | +0.10 mS | near-zero (rockwool zero-CEC) | GOOD |
| Feed pH target | 5.5–5.7 (rockwool) | 5.5–5.7 | GOOD |
| Runoff pH target | 5.5–6.0 (rockwool) | 5.5–6.0 | GOOD |
| Phase | FC mean | Floor mean | Dryback pp | ET %/hr | Pore_EC mS | Stack Δ mS | VPD on | VPD off | DIF °F | DLI |
|---|---|---|---|---|---|---|---|---|---|---|
| Mom (Rockwool) | 64.3% (low) | 58.4% (low) | 12.1 pp (in 5–15) | 0.67 %/hr | 2.35 mS (in 1.5–3) | +0.10 | 0.77 kPa (below) | 0.72 kPa | +0.6°F | 11.8 |
| Metric | Observed | Target (Dry / Cure) | Status |
|---|---|---|---|
| Drip volume | n/a (dry/cure) | n/a | MUTED |
| Drain volume | n/a | n/a | MUTED |
| Drain / drip ratio | n/a | n/a | MUTED |
| Drip EC | n/a | n/a | MUTED |
| Substrate EC | n/a | n/a | MUTED |
| EC stack Δ | n/a | n/a | MUTED |
| Feed pH target | n/a | n/a | MUTED |
| Runoff pH target | n/a | n/a | MUTED |
| Phase | FC mean | Floor mean | Dryback pp | ET %/hr | Pore_EC mS | Stack Δ mS | VPD on | VPD off | DIF °F | DLI |
|---|---|---|---|---|---|---|---|---|---|---|
| Dry / Cure (climate only) | n/a | n/a | n/a | n/a | n/a | n/a | 0.92 kPa (above 0.7–0.9) | 0.90 kPa | +0.2°F | n/a |
All irrigation strategy at Burly is framed in the AROYA 4-phase day. P0 — Activation is the wait between lights-on and the first irrigation (target 1–3 h depending on phase; long P0s deepen dryback for generative steering). P1 — Ramp-up is small frequent shots ~15–30 min apart bringing the substrate back to field capacity and producing the first runoff. P2 — Maintenance holds VWC at FC and manages substrate EC via runoff (minimized in generative phases). P3 — Dry-down from the last shot to next morning — the primary steering lever. For Cycle 41 stretch in 16868, target shape is short P0 (2–3 h), 4–6 short P1 shots in first 2 h, minimal P2, deep P3 to drive 20–30 pp overnight dryback.Toda la estrategia se enmarca en el día de 4 fases: P0 espera, P1 rampa, P2 mantenimiento, P3 secado.
Charts B (per-zone shot count) and D (per-shot duration) require per-zone irrigation event timestamps from mcp__aroya__count_irrigation_events. Room-level rollups don't expose per-shot times. Will land in next on-site cycle data pull.Gráficos B y D requieren marcas de tiempo por zona; se pondrán al día en el próximo ciclo.
| Room | P0 delay | Shots / day | Mean shot duration | Daily VWC range (FC − floor) | ET %/hr | EC stack Δ |
|---|---|---|---|---|---|---|
| Flower East A1-A4 (12403) · Bulking→Ripen | n/a (event ts req'd) | 3.7 | ~60s (mode 60s; 3x 120s flagged) | 17.9 pp | 1.49 | +2.31 |
| Flower East B1-B4 (12404) · Flush | n/a | 0.1 (1 shot in 9 days) | 120s (single deep flush shot) | 20.8 pp | 1.73 | −0.19 (leach) |
| Flower Westt A1-A4 (16868) · Stretch (LEAD FAILURE) | n/a | 5.0 | ~60s (target 180–240s for stretch in coco) | 18.3 pp | 1.53 | −0.44 (UNDER) |
| MOM / PROP (12407) · Mom/Root-in | n/a | ~2.0 (mixed HG · non-isolatable) | ~45–60s (mom feed) | 8.7 pp | 0.48 | +0.06 |
| Veg West (12408) · Veggie Tails | n/a | 0.7 (6 shots in 9 days, 2 clusters) | ~40–60s | 4.9 pp | 0.27 | +0.14 |
| R/D Flower Room (12409) · Mom (Rockwool) | n/a | ~2.3 | ~45s (rockwool small+frequent) | 12.1 pp | 0.67 | +0.10 |
| Flower West B1-B4 (12406) · Turnover | Empty — no irrigation in window | |||||
| Dry / Cure (12410) | Climate-only — no irrigation in window | |||||
AROYA dashboards read "green" in 16868 even while substrate EC sits below feed and dryback runs under stretch target. The reason: pore_ec target_min on flower phases is still 3.0 mS, soil_moist alert_max is still 77, and flush pore_ec target_min is still 1.0. Substrate EC can drop to 3.0 mS and AROYA shows green; overnight dryback can collapse from 25 pp to 5 pp without firing any alert. Same shape as the 6-week findings: config guardrails are configured for "not broken", not for "actively steering".Límites todavía flojos — pore_ec target_min 3.0, soil_moist alert_max 77 — AROYA muestra verde mientras EC sustrato cae debajo de alimentación.
alert_max to ~10 pp above target FC (e.g. 70→80 instead of 77 fixed) and set alert_min to a hard floor at (target_max − target_dryback − 5 pp). This makes AROYA actually alert on dryback collapse.Límites soil_moist: alert_max ~10 pp sobre FC; alert_min a (target_max − objetivo dryback − 5 pp).Per-HG live targets shown in each biophysics card come from the AROYA recipe config files captured on 2026-05-22 (see _context/burly_data/config/<room>.json). Crop-steering target bands come from the irrigation-strategy NotebookLM Deep Research Report (AROYA, Grodan, Athena, Growlink, Pulse Grow, CANNA, TSRgrow, Cultiwool, GCM, Fluence, FloraFlex, r/macrogrowery, Netafim — consolidated).Objetivos por HG del archivo de receta AROYA capturado el 22 mayo 2026.
Owner-tagged: Owner = Michael Fayak (feed / EC / recipe / AROYA config), Grower = Brittany Durham (per-room shot-cycle & climate tuning), Process = cross-room operating discipline (AUTOMAIT, hardware, integrations). Sorted by leverage — the 16868 stretch cluster is the highest-impact set.Etiquetado por responsable: Michael (alimentación/EC/receta), Brittany (clima por sala), Proceso (AUTOMAIT, hardware). Ordenado por apalancamiento — el bloque de 16868 es el de mayor impacto.
pore_ec target_min: Stretch → 5.0 / target_max 12.0; Bulking → 3.5 / 7.0; Ripening → 6.0 / 8.0; Flush → 1.0 / 4.0. Tighten soil_moist alert_max to ~10 pp above target FC. Set alert_min to (target_max − target_dryback − 5 pp).Coverage is computed on room-mean rollups from get_raw_data format=stats at 1-hour bin (480 hourly points per room over 9 days = 100% nominal coverage). Per-zone breakdowns preserved server-side in MCP cache. Per memory rule, AROYA gaps <8 hr are acceptable. No detached-tab incidents during the pull. All irrigation events in the window are irrigation_manual — confirms AUTOMAIT is not enabled. Computed-alerts and journal endpoints both returned empty arrays. RIEGO-EE / Spanish-Sentry artefacts were filtered out (per memory rule — those belong to Driscoll's, not AROYA).Cobertura calculada sobre roll-ups de sala (480 puntos/9 días = 100% nominal). Sin incidentes de pestaña desconectada. Todos los eventos son irrigation_manual → AUTOMAIT no habilitado.
| Room | Total readings | Coverage % | Dryback days w/ data | pore_EC days w/ data | Longest gap | Status |
|---|---|---|---|---|---|---|
| Flower East A1-A4 (12403) | 3,360 (480/series × 7 metrics) | 100% | 9 / 9 | 9 / 9 | <8 hr | complete |
| Flower East B1-B4 (12404) | 3,360 | 100% | 9 / 9 | 9 / 9 | <8 hr | complete |
| Flower Westt A1-A4 (16868) | 3,360 | 100% | 9 / 9 | 9 / 9 | <8 hr | complete |
| Flower West B1-B4 (12406) | 3,360 | 100% (climate) | n/a (turnover) | artefact only | <8 hr | turnover |
| MOM / PROP (12407) | 3,360 | 100% | 9 / 9 (zone-level) | 9 / 9 | <8 hr | CO&sub2; sensor capped |
| Veg West (12408) | 3,360 | 100% | 9 / 9 (zone-level) | 9 / 9 | <8 hr | CO&sub2; sensor offline (0 ppm) |
| R/D Flower Room (12409) | 3,360 | 100% | 9 / 9 | 9 / 9 | <8 hr | substrate config GENERIC |
| Dry / Cure (12410) | 1,440 (climate-only) | 100% | n/a | n/a | <8 hr | climate-only |
Notes: All 8 rooms returned full data on the 1-hour bin. Cross-HG event attribution required disambiguation between the registered flower room and the veg-room inheritance pointer (see events/12404_hg150144.json notes). The AROYA OpenCLI bridge ran sequentially per memory rule — no detached-tab events. spa_get_computed_alerts and spa_get_journal for the window both returned empty arrays. RIEGO-* Sentry alerts were excluded (belong to Driscoll's raspberry-farm irrigation telemetry, not AROYA).Notas: Las 8 salas devolvieron datos completos en bin de 1 hora. Atribución cruzada de HGs requirió desambiguación. Sin pestaña desconectada. Alertas RIEGO-* excluídas (no AROYA).