May 30, 2026

Generated lab notebook from daily_summary, plan_journal, plan_delivery_log, and setpoint audit data. It is intentionally chronological and may include in-progress cycles before validation.

Planner Execution Ledger

Planner checkpoints can acknowledge that the active plan is still suitable without writing a new public plan ID. Those no-change decisions are part of the audit trail.

Delivery events

Plan writes

No-change acknowledgements

Pending

Event	Delivered	Type	Status	Note
End-of-day review and reset	00:16	MIDNIGHT	plan_written	Wrote public plan iris-20260530-0016. Resolved 00:18 MDT.
Morning planning cycle	05:35	SUNRISE	plan_written	Wrote public plan iris-20260530-0535. Resolved 05:37 MDT.
Forecast deviation	10:13	FORECAST_DEVIATION	plan_written	Wrote non-archive plan iris-oneshot-20260530-1013. Resolved 10:13 MDT.
Solar peak planning checkpoint	12:59	SOLAR_MAX	acked	Acknowledged: SOLAR_MAX no-action: live solar is below the 13:00 forecast peak after calibration (321 W/m2 observed vs 508 W/m2 raw forecast), greenhouse is inside band in IDLE at 80.3F and VPD 0.95 kPa with 9.3F dew margin, and the active SUNRISE plan already has a 13:00 guardrail-clean dry-ramp waypoint plus evening recovery coverage. No tunable nudge warranted. Resolved 13:00 MDT.
Forecast deviation	13:28	FORECAST_DEVIATION	acked	Acknowledged: No tunable change warranted. Observed solar is far below forecast, matching the known same-direction solar forecast overshoot bias; live climate is safe and below target pressure (78.8F, VPD 0.97 within 0.89-1.44 band, 10F dew margin), equipment state is coherent (IDLE/heat1 only, cooling/wet relays off). Treat as cloud/forecast error rather than equipment fault or new hot-dry regime. Resolved 13:29 MDT.
Forecast deviation	14:50	FORECAST_DEVIATION	acked	Acknowledged: FORECAST_DEVIATION assessed as VPD forecast overestimate / forecast catching up to known bias, not a live climate or equipment miss. Current climate is safe and low-side: 77.9F, VPD 0.90 kPa within 0.83-1.39 band and below 1.11 target, dew margin 9.5F. Equipment state coherent: IDLE/heat1 only, vent/fans/fog/misters off. No tunable change warranted. Resolved 14:50 MDT.
Peak Stress	15:00	TRANSITION	acked	Acknowledged: Peak-stress transition checked live climate/equipment against active plan and setpoints. Current house is tracking inside band: temp 80.0F below 85F high, VPD 1.09 kPa below 1.38 high, dew margin 11.3F, mode IDLE with no cooling or wet relays active. South is locally dry at 1.54 kPa but house average/east crop zone are in range, and the existing plan already has a 17:30 band-coupled recovery shoulder with short mist gap and low fog escalation. No concrete signal warrants a one-shot tunable change. Resolved 15:00 MDT.
Forecast deviation	15:20	FORECAST_DEVIATION	acked	Acknowledged: FORECAST_DEVIATION reviewed: outdoor temperature is 63.2F versus 75.7F forecast, but greenhouse climate is stable in band at 79.9F and VPD 1.22 kPa with healthy 12.7F dew margin. Equipment state is coherent for the cooler/cloudier shift: heat1 on, heat2 off, vent/fans/fog/misters off. This is a weather/forecast miss in the known forecast-overshoot direction, not an equipment fault or live controller-attributable climate miss; no tunable change warranted. Resolved 15:21 MDT.
Forecast deviation	15:36	FORECAST_DEVIATION	timed_out	Delivery recorded without a public plan write.
Forecast deviation	15:37	FORECAST_DEVIATION	timed_out	Delivery recorded without a public plan write.
Forecast deviation	15:38	FORECAST_DEVIATION	timed_out	Delivery recorded without a public plan write.
Forecast deviation	15:39	FORECAST_DEVIATION	timed_out	Delivery recorded without a public plan write.
Forecast deviation	15:49	FORECAST_DEVIATION	timed_out	Delivery recorded without a public plan write.
Forecast deviation	15:51	FORECAST_DEVIATION	timed_out	Delivery recorded without a public plan write.
Forecast deviation	15:52	FORECAST_DEVIATION	timed_out	Delivery recorded without a public plan write.
Forecast deviation	15:53	FORECAST_DEVIATION	timed_out	Delivery recorded without a public plan write.
Forecast deviation	15:54	FORECAST_DEVIATION	timed_out	Delivery recorded without a public plan write.
Decline	19:24	TRANSITION	plan_written	Wrote non-archive plan iris-oneshot-20260530-1925. Resolved 19:25 MDT.
Forecast deviation	19:36	FORECAST_DEVIATION	acked	Acknowledged: FORECAST_DEVIATION assessed at 19:36 MDT: observed VPD is lower/more humid than forecast in the same direction as the known VPD over-forecast bias. Live greenhouse is stable: 74.6F, VPD 1.43 kPa, RH 52%, dew margin 18.8F, IDLE; all climate relays are off. Current moisture posture is already band-coupled for VPD-high recovery, so no tunable change is warranted. Resolved 19:37 MDT.
Evening planning cycle	20:23	SUNSET	plan_written	Wrote public plan iris-20260530-2023. Resolved 20:25 MDT.

🌅 Morning Cycle (12:18 AM) — `iris-20260530-0016`

Status

validated

Outcome score

5/10

Changed parameters

cold_vent_guard_delta_f, cool_exit_hysteresis_f, cool_stage2_over_high_f, direct_wet_stress_latest_hour, direct_wet_stress_min_dew_margin_f, direct_wet_stress_vpd_margin_kpa, dwell_gate_ms, enthalpy_close ...

Reflection

Validating previous cycle: iris-20260529-0535

Previous hypothesis: SUNRISE plan for Friday 2026-05-29. Yesterday’s score was poor: 54.5 with only 49.6% both-axis compliance. Temperature was the binding axis at 53.7% versus VPD 70.2%, but heat stress 11.0h and VPD-high 6.22h were paired during VENTILATE. I evaluated iris-20260528-0536 at 1/10 versus anchor 2 because it created 46 VPD-high moisture guardrail events, 38 held; this is close enough to the anchor and needs no deviation explanation beyond the guardrail penalty. Cost stayed acceptable at USD 3.85, below the USD 4.55 7d average, driven by electric+water cooling/misting and no gas; dew safety held at 0 dp-risk hours. Current dawn is safe, humid, and slightly cool: 64.7F, VPD 0.39, RH 81%, dew margin 5.8F, IDLE with heat1 on. Today’s forecast is a severe hot-dry ramp: 85F, RH 14%, VPD up to 3.57 kPa, solar near 900 W/m2 raw / ~910 W/m2 corrected… Result: SUNSET backlog evaluation for the MIDNIGHT reset that governed roughly 00:18-05:37 MDT before the Saturday SUNRISE plan. The plan kept safety intact: no dew-point risk was recorded for the day, pre-dawn conditions stayed safe, and the house remained in a conservative low-VPD posture before the dry-ramp handoff. However, the window evidence still shows poor both-axis compliance around 33.6%, temp compliance about 90.4%, VPD compliance about 36.5%, and VPD-low was the main overnight penalty. The useful part of the hypothesis was the explicit band-coupled dry-ramp fallback, but the actual outcome confirms the overnight posture was safe rather than high-scoring, and stale climate/action-proof telemetry later reduced confidence in attributing relay behavior precisely. Score: 5/10

New finding: Humid midnight resets can safely suppress wet carryover when dew margin is adequate, but they should be scored as safety-preserving rather than compliance-successful if VPD-low dominates the pre-dawn window; keep the next dry-ramp handoff explicit and band-coupled. → Added to Lessons Learned

Hypothesis

Testing: Test whether a midnight reset that is conservative only while VPD is actually below band, then switches to fully guardrail-clean band-coupled moisture before the 10:00 dry ramp, reduces VPD-high guardrail holds versus the 127 held events in the SUNSET plan while keeping dp-risk at 0h. Expected outcome: By the next SUNSET: no unresolved moisture-assist alerts after 10:00, VPD-high guardrail held events materially lower than 127, dp-risk remains 0h, VPD-low stays under 1.0h after 08:30, and cost remains under USD 5 unless peak heat/fog demand requires extra compliance spend.

Conditions

Outdoor peak

79.0°F

RH minimum

11.0%

Solar peak

928.0 W/m²

Cloud average

28.0%

Humid low-VPD midnight after guardrail-heavy sunset unwind; clear dry high-solar Saturday ramp reaches RH 11-16%, VPD near 3 kPa, solar near 900-1000 W/m2.

Expected stress windows

vpd_lowmedium · 2026-05-30T00:15:00-06:00 to 2026-05-30T08:30:00-06:00

Suppress wet/fog with high dew floor, high resource sensitivity, and stable dwell while VPD remains below band and dew margin is modest.

vpd_highhigh · 2026-05-30T10:00:00-06:00 to 2026-05-30T22:30:00-06:00

Use guardrail-clean band-coupled mist/fog: engage near vpd_high+0.05, all-zone near +0.20-0.25, fog escalation 0.15-0.20, short gaps, and no clock unwind until observed recovery.

heatmedium · 2026-05-30T11:00:00-06:00 to 2026-05-30T17:30:00-06:00

Use anticipatory cooling/all-fan readiness while accepting structural limits if solar outruns fan cooling.

Parameter rationale

mister_engage_kpa1.07 → 1.23; Dry ramp begins near 10:00 with RH 40% then falls to 11-16% by 11:00-15:00; lessons 131/134 require band-coupled moisture during VPD-high VENTILATE.

Avoid another guardrail-heavy handoff and make S1 mist eligible near the active VPD high edge.

mister_all_kpa1.27 → 1.43; Whole-house dry ramp reaches VPD near 3 kPa with high solar; all-zone rotation should be near vpd_high+0.25, not disabled by conservative absolute thresholds.

Use distributed mist support instead of leaving fog or one zone to carry VPD recovery.

fog_escalation_kpa0.35 → 0.15; Dry stress overlaps the 07:00-17:00 fog window with healthy daytime dew margin expected.

Allow PR-A vent-fog assist before VPD drifts far above band while firmware RH/temp/dew gates remain active.

mister_pulse_gap_s60.0 → 20.0; RH falls to 11-16% during hot VENTILATE pressure; long gaps were repeatedly held by the VPD-high guardrail.

Keep VPD closer to band between pulses without increasing pulse duration first.

direct_wet_stress_min_dew_margin_f8.0 → 8.0; Midnight dew margin is only 6.8F, but daytime dry heat should widen margin before wet recovery is needed.

Block marginal dawn wetting while allowing dry-ramp recovery once dew margin is safe.

cool_stage2_over_high_f1.0 → 0.6; Saturday solar approaches 900-1000 W/m2 and prior days paired heat and VPD stress in VENTILATE.

Bring fan2 and all-fan readiness closer to the high edge before peak solar.

mister_water_budget_gal300.0 → 300.0; Compliance is priority during a severe dry ramp; water was not the binding cost risk yesterday.

Prevent water budget from silently limiting VPD recovery during the dry window.

Setpoints

Saturday May 30

Primary crop-band changes:

Time	Values	Note
00:25	hyst 0.22	Immediate post-midnight: current VPD is below band with mode
03:30	hyst 0.22499999999999998	Pre-dawn low-side protection: forecast outdoor VPD 0.18-0.31
06:30	hyst 0.20999999999999996	Sunrise ramp but still humid: prepare cooling lead lightly w
08:30	hyst 0.195	Live-confirmed handoff window: forecast VPD rises toward ban
10:00	hyst 0.175	Dry-ramp onset: RH falls to 40% then 16% by 11:00; make wet
12:00	hyst 0.16499999999999998	Peak high-solar hot-dry window: RH 11-15%, VPD near 3 kPa, s
15:30	hyst 0.175	Afternoon decline remains dry: keep band-coupled support thr
18:30	hyst 0.195	Evening recovery shoulder: forecast remains very dry after p
21:30	hyst 0.215	Late-evening unwind only after the recovery shoulder: reduce

Tactical tunable changes:

Time	Values	Note
00:25	s2 2.0700000000000003; cool_exit 2.14; all_fans 0; dw_stress 0; dw_until 19; fog_stress 0; fog_until 19; engage 1.5299999999999998; all 1.73; pulse 30; gap 60; wt 1.0666666666666667	Immediate post-midnight: current VPD is below band with mode
03:30	s2 2.085; cool_exit 2.23; all_fans 0; dw_stress 0; dw_until 19; fog_stress 0; fog_until 19; engage 1.63; all 1.83; pulse 30; gap 60; wt 1.0333333333333334	Pre-dawn low-side protection: forecast outdoor VPD 0.18-0.31
06:30	s2 1.8875000000000002; cool_exit 1.96; all_fans 0; dw_stress 0; dw_until 19; fog_stress 0; fog_until 19; engage 1.43; all 1.63; pulse 30; gap 60; wt 1.2	Sunrise ramp but still humid: prepare cooling lead lightly w
08:30	s2 1.5725; cool_exit 1.69; all_fans 0; dw_stress 1; dw_until 22; fog_stress 1; fog_until 22; engage 1.2999999999999998; all 1.5299999999999998; pulse 33.75; gap 48.75; wt 1.7000000000000002	Live-confirmed handoff window: forecast VPD rises toward ban
10:00	s2 1.12; cool_exit 1.33; all_fans 1; dw_stress 1; dw_until 22; fog_stress 1; fog_until 22; engage 1.23; all 1.43; pulse 63.75; gap 26.25; wt 2.583333333333333	Dry-ramp onset: RH falls to 40% then 16% by 11:00; make wet
12:00	s2 0.8650000000000001; cool_exit 1.15; all_fans 1; dw_stress 1; dw_until 22; fog_stress 1; fog_until 22; engage 1.23; all 1.38; pulse 78.75; gap 18.75; wt 2.8666666666666663	Peak high-solar hot-dry window: RH 11-15%, VPD near 3 kPa, s
15:30	s2 1.2075; cool_exit 1.33; all_fans 1; dw_stress 1; dw_until 22; fog_stress 1; fog_until 22; engage 1.23; all 1.43; pulse 67.5; gap 26.25; wt 2.6166666666666663	Afternoon decline remains dry: keep band-coupled support thr
18:30	s2 1.615; cool_exit 1.69; all_fans 0; dw_stress 1; dw_until 22; fog_stress 1; fog_until 22; engage 1.23; all 1.43; pulse 48.75; gap 37.5; wt 2.1833333333333336	Evening recovery shoulder: forecast remains very dry after p
21:30	s2 1.965; cool_exit 2.05; all_fans 0; dw_stress 0; dw_until 22; fog_stress 0; fog_until 22; engage 1.2999999999999998; all 1.5299999999999998; pulse 30; gap 60; wt 1.5	Late-evening unwind only after the recovery shoulder: reduce

Sunday May 31

Primary crop-band changes:

Time	Values	Note
00:30	hyst 0.22499999999999998	Overnight reset after Saturday: suppress wet/fog for dew saf
08:30	hyst 0.175	Missed-SUNRISE fallback for Sunday: another clear dry ramp i

Tactical tunable changes:

Time	Values	Note
00:30	s2 2.055; cool_exit 2.23; all_fans 0; dw_stress 0; dw_until 19; fog_stress 0; fog_until 19; engage 1.43; all 1.68; pulse 30; gap 60; wt 1.1	Overnight reset after Saturday: suppress wet/fog for dew saf
08:30	s2 1.2574999999999998; cool_exit 1.33; all_fans 1; dw_stress 1; dw_until 22; fog_stress 1; fog_until 22; engage 1.23; all 1.43; pulse 63.75; gap 26.25; wt 2.5	Missed-SUNRISE fallback for Sunday: another clear dry ramp i

Changed secondary parameters:

Time	Parameter	Change
00:25	cold_vent_guard_delta_f	initial 12
00:25	direct_wet_stress_min_dew_margin_f	initial 12
00:25	direct_wet_stress_vpd_margin_kpa	initial 0.35
00:25	dwell_gate_ms	initial 300000
00:25	enthalpy_close	initial 1
00:25	enthalpy_open	initial -2
00:25	fog_escalation_kpa	initial 0.5
00:25	fog_stress_min_dew_margin_f	initial 12
00:25	heat_hysteresis	initial 1.1
00:25	min_fog_off_s	initial 138
00:25	min_fog_on_s	initial 34.5
00:25	mist_backoff_s	initial 600
00:25	mist_max_closed_vent_s	initial 120
00:25	mist_thermal_relief_s	initial 90
00:25	mister_all_delay_s	initial 102
00:25	mister_engage_delay_s	initial 51
00:25	mister_water_budget_gal	initial 100
00:25	outdoor_staleness_max_s	initial 600
00:25	sw_dwell_gate_enabled	initial 1
00:25	sw_fog_closes_vent	initial 1
00:25	sw_mister_closes_vent	initial 0
00:25	sw_summer_vent_enabled	initial 1
00:25	temp_hysteresis	initial 2.14
00:25	vent_prefer_dp_delta_f	initial 10
00:25	vent_prefer_temp_delta_f	initial 8
00:25	vpd_watch_dwell_s	initial 75
03:30	cold_vent_guard_delta_f	12 → 14
03:30	direct_wet_stress_min_dew_margin_f	12 → 13
03:30	direct_wet_stress_vpd_margin_kpa	0.35 → 0.45
03:30	dwell_gate_ms	300000 → 315000
03:30	fog_stress_min_dew_margin_f	12 → 13
03:30	min_fog_off_s	138 → 144
03:30	min_fog_on_s	34.5 → 32.25
03:30	mister_all_delay_s	102 → 106.5
03:30	mister_engage_delay_s	51 → 53.25
03:30	temp_hysteresis	2.14 → 2.23
03:30	vent_prefer_dp_delta_f	10 → 12
03:30	vent_prefer_temp_delta_f	8 → 10
03:30	vpd_watch_dwell_s	75 → 78.75
06:30	cold_vent_guard_delta_f	14 → 10
06:30	direct_wet_stress_min_dew_margin_f	13 → 12
06:30	direct_wet_stress_vpd_margin_kpa	0.45 → 0.25
06:30	dwell_gate_ms	315000 → 270000
06:30	fog_escalation_kpa	0.5 → 0.45
06:30	fog_stress_min_dew_margin_f	13 → 12
06:30	min_fog_off_s	144 → 120
06:30	min_fog_on_s	32.25 → 41.25
06:30	mister_all_delay_s	106.5 → 93
06:30	mister_engage_delay_s	53.25 → 46.5
06:30	mister_water_budget_gal	100 → 140
06:30	temp_hysteresis	2.23 → 1.96
06:30	vent_prefer_dp_delta_f	12 → 8
06:30	vent_prefer_temp_delta_f	10 → 6
06:30	vpd_watch_dwell_s	78.75 → 67.5
08:30	cold_vent_guard_delta_f	10 → 8
08:30	direct_wet_stress_min_dew_margin_f	12 → 10
08:30	direct_wet_stress_vpd_margin_kpa	0.25 → 0.12
08:30	dwell_gate_ms	270000 → 225000
08:30	fog_escalation_kpa	0.45 → 0.3
08:30	fog_stress_min_dew_margin_f	12 → 10
08:30	min_fog_off_s	120 → 84
08:30	min_fog_on_s	41.25 → 54.75
08:30	mister_all_delay_s	93 → 79.5
08:30	mister_engage_delay_s	46.5 → 39.75
08:30	mister_water_budget_gal	140 → 220
08:30	temp_hysteresis	1.96 → 1.69
08:30	vent_prefer_dp_delta_f	8 → 5
08:30	vent_prefer_temp_delta_f	6 → 4
08:30	vpd_watch_dwell_s	67.5 → 56.25
10:00	cold_vent_guard_delta_f	8 → 7
10:00	direct_wet_stress_min_dew_margin_f	10 → 8
10:00	direct_wet_stress_vpd_margin_kpa	0.12 → 0.05
10:00	dwell_gate_ms	225000 → 165000
10:00	fog_escalation_kpa	0.3 → 0.15
10:00	fog_stress_min_dew_margin_f	10 → 8
10:00	min_fog_off_s	84 → 48
10:00	min_fog_on_s	54.75 → 69.375
10:00	mister_all_delay_s	79.5 → 61.5
10:00	mister_engage_delay_s	39.75 → 30.75
10:00	mister_water_budget_gal	220 → 300
10:00	temp_hysteresis	1.69 → 1.33
10:00	vent_prefer_dp_delta_f	5 → 4
10:00	vent_prefer_temp_delta_f	4 → 3
10:00	vpd_watch_dwell_s	56.25 → 41.25
12:00	dwell_gate_ms	165000 → 135000
12:00	min_fog_off_s	48 → 36
12:00	min_fog_on_s	69.375 → 75
12:00	mister_all_delay_s	61.5 → 60
12:00	mister_engage_delay_s	30.75 → 30
12:00	temp_hysteresis	1.33 → 1.15
12:00	vpd_watch_dwell_s	41.25 → 33.75
15:30	cold_vent_guard_delta_f	7 → 8
15:30	dwell_gate_ms	135000 → 165000
15:30	fog_escalation_kpa	0.15 → 0.18
15:30	min_fog_off_s	36 → 48
15:30	min_fog_on_s	75 → 69.375
15:30	mister_all_delay_s	60 → 61.5
15:30	mister_engage_delay_s	30 → 30.75
15:30	temp_hysteresis	1.15 → 1.33
15:30	vent_prefer_dp_delta_f	4 → 5
15:30	vent_prefer_temp_delta_f	3 → 4
15:30	vpd_watch_dwell_s	33.75 → 41.25
18:30	cold_vent_guard_delta_f	8 → 9
18:30	direct_wet_stress_min_dew_margin_f	8 → 9
18:30	dwell_gate_ms	165000 → 225000
18:30	fog_escalation_kpa	0.18 → 0.25
18:30	fog_stress_min_dew_margin_f	8 → 9
18:30	min_fog_off_s	48 → 66
18:30	min_fog_on_s	69.375 → 61.5
18:30	mister_all_delay_s	61.5 → 79.5
18:30	mister_engage_delay_s	30.75 → 39.75
18:30	mister_water_budget_gal	300 → 260
18:30	temp_hysteresis	1.33 → 1.69
18:30	vent_prefer_dp_delta_f	5 → 6
18:30	vent_prefer_temp_delta_f	4 → 5
18:30	vpd_watch_dwell_s	41.25 → 56.25
21:30	cold_vent_guard_delta_f	9 → 11
21:30	direct_wet_stress_min_dew_margin_f	9 → 11
21:30	direct_wet_stress_vpd_margin_kpa	0.05 → 0.12
21:30	dwell_gate_ms	225000 → 285000
21:30	fog_escalation_kpa	0.25 → 0.4
21:30	fog_stress_min_dew_margin_f	9 → 11
21:30	min_fog_off_s	66 → 108
21:30	min_fog_on_s	61.5 → 45.75
21:30	mister_all_delay_s	79.5 → 97.5
21:30	mister_engage_delay_s	39.75 → 48.75
21:30	mister_water_budget_gal	260 → 180
21:30	temp_hysteresis	1.69 → 2.05
21:30	vent_prefer_dp_delta_f	6 → 8
21:30	vent_prefer_temp_delta_f	5 → 7
21:30	vpd_watch_dwell_s	56.25 → 71.25
00:30	cold_vent_guard_delta_f	11 → 13
00:30	direct_wet_stress_min_dew_margin_f	11 → 12
00:30	direct_wet_stress_vpd_margin_kpa	0.12 → 0.25
00:30	dwell_gate_ms	285000 → 315000
00:30	fog_escalation_kpa	0.4 → 0.5
00:30	fog_stress_min_dew_margin_f	11 → 12
00:30	min_fog_off_s	108 → 132
00:30	min_fog_on_s	45.75 → 36.75
00:30	mister_all_delay_s	97.5 → 106.5
00:30	mister_engage_delay_s	48.75 → 53.25
00:30	mister_water_budget_gal	180 → 120
00:30	temp_hysteresis	2.05 → 2.23
00:30	vent_prefer_dp_delta_f	8 → 10
00:30	vent_prefer_temp_delta_f	7 → 9
00:30	vpd_watch_dwell_s	71.25 → 78.75
08:30	cold_vent_guard_delta_f	13 → 8
08:30	direct_wet_stress_min_dew_margin_f	12 → 8
08:30	direct_wet_stress_vpd_margin_kpa	0.25 → 0.05
08:30	dwell_gate_ms	315000 → 165000
08:30	fog_escalation_kpa	0.5 → 0.15
08:30	fog_stress_min_dew_margin_f	12 → 8
08:30	min_fog_off_s	132 → 48
08:30	min_fog_on_s	36.75 → 68.25
08:30	mister_all_delay_s	106.5 → 61.5
08:30	mister_engage_delay_s	53.25 → 30.75
08:30	mister_water_budget_gal	120 → 280
08:30	temp_hysteresis	2.23 → 1.33
08:30	vent_prefer_dp_delta_f	10 → 5
08:30	vent_prefer_temp_delta_f	9 → 4
08:30	vpd_watch_dwell_s	78.75 → 41.25

🌅 Morning Cycle (5:37 AM) — `iris-20260530-0535`

Status

validated

Outcome score

4/10

Changed parameters

Reflection

Validating previous cycle: iris-20260529-2022

Previous hypothesis: SUNSET overnight plan for Friday 2026-05-29. Today scored 62.2, above the 59.9 7d average, with 58.1% both-axis compliance. Temperature was the bottleneck at 62.5% versus 82.0% VPD; heat stress dominated at 7.42h, while VPD-high was 2.78h and VPD-low 0.78h. Cost was efficient at USD 3.20 versus USD 4.21 7d average, driven by electric cooling/lights and water; gas was zero. I revised prior evaluations to the deterministic anchors because guardrail evidence mattered: iris-20260529-0016 scored 2/10 with 26 VPD-high guardrail events all held, and iris-20260529-0535 scored 2/10 with 10 events/9 held despite good climate headline metrics. Lesson 135 was validated: when sunset still has VPD-high/VENTILATE pressure and safe dew margin, keep a short band-coupled recovery shoulder before overnight unwind. Current state is VENTILATE, 68.6F, VPD 0.82 at the high edge, east driest at 1… Result: SUNRISE evaluation for Saturday 2026-05-30. Daily score was 42.4 versus 58.8 7d average; both-axis compliance was 33.6%. Temperature was not the binding axis at 90.4% compliance, while VPD was the bottleneck at 36.5%. The plan correctly anticipated some dry ramp risk and held VPD-high to 2.75h, near the under-3h target, with heat 1.53h, cold 0.35h, dp-risk 0h, and cost controlled at USD 3.37 versus USD 3.67 7d average. The miss was large VPD-low carryover: 9.63h VPD-low dominated the stress breakdown. Forecast dry pressure and solar were materially wrong intraday, so the plan over-carried wet aggression after live recovery should have overridden forecast risk. Utilities were mostly runtime-modeled electric USD 2.79 plus modest gas USD 0.35 and water USD 0.23; water 47 gal was far below the 162 gal 7d average, so the failure was not water overuse but timing/guardrail cleanliness and VPD-low exposure. Score: 4/10

New finding: On forecast dry-ramp days with repeated same-day forecast deviations showing observed VPD/solar below forecast, keep peak moisture band-coupled only while observed VPD remains above band, then unwind promptly enough to avoid VPD-low carryover; do not let forecast dry risk alone justify wet aggression after live recovery is evident. → Added to Lessons Learned

Hypothesis

Testing: Test whether a low-VPD dawn guard plus a fully guardrail-clean dry-ramp/evening recovery shoulder can reduce VPD-high guardrail holds below yesterday’s 9 held events while keeping dp-risk at 0h and cost under USD 5. Expected outcome: Target dp-risk 0h, VPD-high stress under 3h, no VENTILATE no-moisture-assist alerts during the 17:30-22:00 recovery shoulder, fewer than 5 VPD-high moisture guardrail holds, and total cost under USD 5 unless structural heat forces extra fog/fan runtime.

Conditions

Outdoor peak

79.0°F

RH minimum

12.0%

Solar peak

880.0 W/m²

Cloud average

37.0%

Cool humid low-VPD dawn, then dry high-solar ramp with RH 12-18%, VPD 2.3-2.8 kPa, peak near 79F and solar near 880 W/m2. Prior plan was anchor 2 due VPD-high guardrail holds near sunset.

Expected stress windows

vpd_lowmedium · 2026-05-30T05:35:00-06:00 to 2026-05-30T08:30:00-06:00

Suppress wet/fog and preserve dew margin while heat brings VPD toward band.

vpd_highhigh · 2026-05-30T10:00:00-06:00 to 2026-05-30T22:00:00-06:00

Use guardrail-clean band-coupled moisture: engage near vpd_high+0.05, all-zone near +0.20-0.25, fog escalation 0.15-0.20, short gaps, high water headroom, and evening recovery until observed VPD recovers.

heatmedium · 2026-05-30T11:00:00-06:00 to 2026-05-30T18:00:00-06:00

Use anticipatory all-fan cooling readiness while accepting structural heat limits under high solar.

Parameter rationale

mister_engage_kpa1.63 → 1.23; VPD rises above band late morning and lessons 131/134 require engage near vpd_high+0.05 during VPD-high VENTILATE.

Reduce VPD-high moisture guardrail holds versus yesterday's 9 held events.

mister_all_kpa1.83 → 1.43; Whole-house dry ramp reaches 2.8 kPa with RH near 12-18%; all-zone rotation should stay near vpd_high+0.25.

Keep distributed mist available instead of forcing fog or single-zone pulses to carry recovery.

fog_escalation_kpa0.5 → 0.15; Dry stress overlaps the 07:00-17:00 fog window with daytime dew margin expected to widen.

Allow PR-A vent-fog assist before VPD drifts far above band while firmware gates protect RH/temp/dew safety.

mister_pulse_gap_s60.0 → 20.0; RH falls to 12-18% during VENTILATE pressure and long gaps were repeatedly guardrailed.

Hold VPD closer to band between pulses without increasing pulse length first.

direct_wet_stress_min_dew_margin_f13.0 → 8.0; Dawn dew margin is 7F but dry daytime heat should widen margin before wet recovery is needed.

Allow dry-ramp and evening recovery while blocking marginal dawn wetting.

cool_stage2_over_high_f2.07 → 0.7; Yesterday had 9.68h heat stress and today's solar approaches 880 W/m2.

Bring fan2/cooling readiness close to the high edge before peak solar.

mister_water_budget_gal100.0 → 300.0; Compliance is priority in a dry high-solar ramp; water was below 7d average yesterday and not the binding cost risk.

Prevent the water budget from limiting VPD recovery during peak and evening dry windows.

Setpoints

Saturday May 30

Primary crop-band changes:

Time	Values	Note
05:45	hyst 0.215	Humid low-VPD dawn: keep wet/fog unavailable while VPD is be
08:30	hyst 0.19999999999999998	Morning ramp: start opening moisture and cooling readiness a
10:30	hyst 0.185	Dry handoff: VPD forecast exceeds band; switch to guardrail-
13:00	hyst 0.18	Peak dry solar: RH bottoms near 14%, VPD around 2.8 kPa, sol
17:30	hyst 0.19	Evening dry tail: forecast remains very dry after normal fog
21:30	hyst 0.205	Late recovery: preserve a narrow direct-wet shoulder if VPD
23:30	hyst 0.215	Overnight unwind: suppress wet/fog as temperature cools and

Tactical tunable changes:

Time	Values	Note
05:45	s2 2.055; cool_exit 2.05; all_fans 0; dw_stress 0; dw_until 19; fog_stress 0; fog_until 19; engage 1.63; all 1.7799999999999998; pulse 30; gap 60; wt 1.1	Humid low-VPD dawn: keep wet/fog unavailable while VPD is be
08:30	s2 1.685; cool_exit 1.78; all_fans 0; dw_stress 0; dw_until 22; fog_stress 0; fog_until 22; engage 1.2999999999999998; all 1.48; pulse 30; gap 48.75; wt 1.5833333333333335	Morning ramp: start opening moisture and cooling readiness a
10:30	s2 1.3165; cool_exit 1.51; all_fans 1; dw_stress 1; dw_until 22; fog_stress 1; fog_until 22; engage 1.23; all 1.43; pulse 56.25; gap 28.5; wt 2.33	Dry handoff: VPD forecast exceeds band; switch to guardrail-
13:00	s2 1.1650000000000003; cool_exit 1.42; all_fans 1; dw_stress 1; dw_until 22; fog_stress 1; fog_until 22; engage 1.23; all 1.38; pulse 71.25; gap 22.5; wt 2.6833333333333336	Peak dry solar: RH bottoms near 14%, VPD around 2.8 kPa, sol
17:30	s2 1.5075; cool_exit 1.6; all_fans 0; dw_stress 1; dw_until 22; fog_stress 1; fog_until 22; engage 1.23; all 1.43; pulse 56.25; gap 30; wt 2.4833333333333334	Evening dry tail: forecast remains very dry after normal fog
21:30	s2 1.915; cool_exit 1.87; all_fans 0; dw_stress 1; dw_until 22; fog_stress 1; fog_until 22; engage 1.28; all 1.5299999999999998; pulse 33.75; gap 48.75; wt 1.8666666666666667	Late recovery: preserve a narrow direct-wet shoulder if VPD
23:30	s2 2.04; cool_exit 2.05; all_fans 0; dw_stress 0; dw_until 19; fog_stress 0; fog_until 19; engage 1.5299999999999998; all 1.73; pulse 30; gap 60; wt 1.1333333333333333	Overnight unwind: suppress wet/fog as temperature cools and

Sunday May 31

Primary crop-band changes:

Time	Values	Note
08:00	hyst 0.185	Missed-SUNRISE fallback: Sunday starts another severe dry hi

Tactical tunable changes:

Time	Values	Note
08:00	s2 1.2785000000000002; cool_exit 1.51; all_fans 1; dw_stress 1; dw_until 22; fog_stress 1; fog_until 22; engage 1.23; all 1.43; pulse 63.75; gap 24; wt 2.6033333333333335	Missed-SUNRISE fallback: Sunday starts another severe dry hi

Changed secondary parameters:

Time	Parameter	Change
05:45	cold_vent_guard_delta_f	initial 12
05:45	direct_wet_stress_min_dew_margin_f	initial 13
05:45	direct_wet_stress_vpd_margin_kpa	initial 0.45
05:45	dwell_gate_ms	initial 285000
05:45	enthalpy_close	initial 1
05:45	enthalpy_open	initial -2
05:45	fog_escalation_kpa	initial 0.5
05:45	fog_stress_min_dew_margin_f	initial 13
05:45	heat_hysteresis	initial 1.1
05:45	min_fog_off_s	initial 132
05:45	min_fog_on_s	initial 36.75
05:45	mist_backoff_s	initial 600
05:45	mist_max_closed_vent_s	initial 120
05:45	mist_thermal_relief_s	initial 90
05:45	mister_all_delay_s	initial 97.5
05:45	mister_engage_delay_s	initial 48.75
05:45	mister_water_budget_gal	initial 120
05:45	outdoor_staleness_max_s	initial 600
05:45	sw_dwell_gate_enabled	initial 1
05:45	sw_fog_closes_vent	initial 1
05:45	sw_mister_closes_vent	initial 0
05:45	sw_summer_vent_enabled	initial 1
05:45	temp_hysteresis	initial 2.05
05:45	vent_prefer_dp_delta_f	initial 12
05:45	vent_prefer_temp_delta_f	initial 8
05:45	vpd_watch_dwell_s	initial 71.25
08:30	cold_vent_guard_delta_f	12 → 9
08:30	direct_wet_stress_min_dew_margin_f	13 → 10
08:30	direct_wet_stress_vpd_margin_kpa	0.45 → 0.12
08:30	dwell_gate_ms	285000 → 240000
08:30	fog_escalation_kpa	0.5 → 0.25
08:30	fog_stress_min_dew_margin_f	13 → 10
08:30	min_fog_off_s	132 → 84
08:30	min_fog_on_s	36.75 → 54.75
08:30	mister_all_delay_s	97.5 → 84
08:30	mister_engage_delay_s	48.75 → 42
08:30	mister_water_budget_gal	120 → 260
08:30	temp_hysteresis	2.05 → 1.78
08:30	vent_prefer_dp_delta_f	12 → 10
08:30	vent_prefer_temp_delta_f	8 → 5
08:30	vpd_watch_dwell_s	71.25 → 60
10:30	cold_vent_guard_delta_f	9 → 8
10:30	direct_wet_stress_min_dew_margin_f	10 → 8
10:30	direct_wet_stress_vpd_margin_kpa	0.12 → 0.05
10:30	dwell_gate_ms	240000 → 195000
10:30	fog_escalation_kpa	0.25 → 0.18
10:30	fog_stress_min_dew_margin_f	10 → 8
10:30	min_fog_off_s	84 → 51.599999999999994
10:30	min_fog_on_s	54.75 → 66.9
10:30	mister_all_delay_s	84 → 70.5
10:30	mister_engage_delay_s	42 → 35.25
10:30	mister_water_budget_gal	260 → 300
10:30	temp_hysteresis	1.78 → 1.51
10:30	vent_prefer_dp_delta_f	10 → 9
10:30	vent_prefer_temp_delta_f	5 → 4
10:30	vpd_watch_dwell_s	60 → 48.75
13:00	dwell_gate_ms	195000 → 180000
13:00	fog_escalation_kpa	0.18 → 0.15
13:00	min_fog_off_s	51.599999999999994 → 42
13:00	min_fog_on_s	66.9 → 70.5
13:00	mister_all_delay_s	70.5 → 66
13:00	mister_engage_delay_s	35.25 → 33
13:00	temp_hysteresis	1.51 → 1.42
13:00	vpd_watch_dwell_s	48.75 → 45
17:30	cold_vent_guard_delta_f	8 → 9
17:30	dwell_gate_ms	180000 → 210000
17:30	fog_escalation_kpa	0.15 → 0.2
17:30	min_fog_off_s	42 → 54
17:30	min_fog_on_s	70.5 → 69.375
17:30	mister_all_delay_s	66 → 75
17:30	mister_engage_delay_s	33 → 37.5
17:30	temp_hysteresis	1.42 → 1.6
17:30	vent_prefer_dp_delta_f	9 → 10
17:30	vent_prefer_temp_delta_f	4 → 5
17:30	vpd_watch_dwell_s	45 → 52.5
21:30	cold_vent_guard_delta_f	9 → 11
21:30	direct_wet_stress_min_dew_margin_f	8 → 10
21:30	direct_wet_stress_vpd_margin_kpa	0.05 → 0.1
21:30	dwell_gate_ms	210000 → 255000
21:30	fog_escalation_kpa	0.2 → 0.35
21:30	fog_stress_min_dew_margin_f	8 → 10
21:30	min_fog_off_s	54 → 84
21:30	min_fog_on_s	69.375 → 54.75
21:30	mister_all_delay_s	75 → 88.5
21:30	mister_engage_delay_s	37.5 → 44.25
21:30	mister_water_budget_gal	300 → 240
21:30	temp_hysteresis	1.6 → 1.87
21:30	vent_prefer_dp_delta_f	10 → 12
21:30	vent_prefer_temp_delta_f	5 → 7
21:30	vpd_watch_dwell_s	52.5 → 63.75
23:30	cold_vent_guard_delta_f	11 → 13
23:30	direct_wet_stress_min_dew_margin_f	10 → 13
23:30	direct_wet_stress_vpd_margin_kpa	0.1 → 0.35
23:30	dwell_gate_ms	255000 → 285000
23:30	fog_escalation_kpa	0.35 → 0.5
23:30	fog_stress_min_dew_margin_f	10 → 13
23:30	min_fog_off_s	84 → 126
23:30	min_fog_on_s	54.75 → 39
23:30	mister_all_delay_s	88.5 → 97.5
23:30	mister_engage_delay_s	44.25 → 48.75
23:30	mister_water_budget_gal	240 → 140
23:30	temp_hysteresis	1.87 → 2.05
23:30	vent_prefer_dp_delta_f	12 → 13
23:30	vent_prefer_temp_delta_f	7 → 9
23:30	vpd_watch_dwell_s	63.75 → 71.25
08:00	cold_vent_guard_delta_f	13 → 8
08:00	direct_wet_stress_min_dew_margin_f	13 → 8
08:00	direct_wet_stress_vpd_margin_kpa	0.35 → 0.05
08:00	dwell_gate_ms	285000 → 195000
08:00	fog_escalation_kpa	0.5 → 0.15
08:00	fog_stress_min_dew_margin_f	13 → 8
08:00	min_fog_off_s	126 → 44.4
08:00	min_fog_on_s	39 → 69.6
08:00	mister_all_delay_s	97.5 → 70.5
08:00	mister_engage_delay_s	48.75 → 35.25
08:00	mister_water_budget_gal	140 → 300
08:00	temp_hysteresis	2.05 → 1.51
08:00	vent_prefer_dp_delta_f	13 → 9
08:00	vent_prefer_temp_delta_f	9 → 4
08:00	vpd_watch_dwell_s	71.25 → 48.75

🌆 Evening Cycle (8:25 PM) — `iris-20260530-2023`

Status

validated

Outcome score

2/10

Changed parameters

Reflection

Validating previous cycle: iris-20260530-0535

Previous hypothesis: SUNRISE plan for Saturday 2026-05-30. Yesterday closed at 57.3 score with 51.5% both-axis compliance; temperature was the bottleneck at 59.2% versus VPD 76.5%, and heat stress dominated at 9.68h. VPD-high still reached 3.85h and the anchor-aligned evaluation for iris-20260529-0535 is 2/10 because 10 VPD-high moisture guardrail events occurred, 9 held, plus evening VENTILATE no-moisture-assist alerts. Cost was efficient at USD 2.91 versus USD 4.21 7d average, driven by electric+water and no gas; dew safety held at 0 dp-risk hours. Current dawn is safe but low-side: 63.1F, VPD 0.44 below the 0.62-1.18 band, RH 78%, dew margin 7F, IDLE/heat1. Today flips from humid dawn into a clear dry high-solar ramp: outdoor RH falls to 12-18%, VPD 2.3-2.8 kPa, peak temp near 79F, solar near 880 W/m2… Result: MIDNIGHT partial-window evaluation for the SUNSET plan that governed 20:25-00:15 MDT. The prior-day daily score was 40.3 with 33.6% both-axis compliance, 90.4% temp compliance, 36.5% VPD compliance, 1.47h VPD-high, 1.23h heat, dp-risk 0h, and cost USD 4.90. The short plan-window scorecard is not a clean success signal: 0.160 window, 0% both-axis/temp/VPD compliance reported, no stress-hours captured, and current climate telemetry is stale by ~4.5h. The hypothesis partly matched the risk framing: dew margin was safe and relays are off, but the plan still produced VPD-high moisture-guardrail holds around the unwind, missed several materialized rows, and did not prove observed VPD recovery before conservative overnight posture. Score 2/10 because dew/equipment safety held, but outcome attribution is degraded and guardrail/action evidence says the plan again fought the band-coupled VPD-high policy. Score: 2/10

Hypothesis

Testing: Test whether an observed-recovery sunset shoulder followed by a faster overnight unwind can stop today’s VPD-low carryover while still clearing the current VPD-high shoulder before the Sunday dry-ramp fallback. Expected outcome: By SUNRISE: dp-risk 0h, no new VPD-high no-moisture-assist alerts after 22:30, additional overnight VPD-low under 2h, cost remains below USD 4.50, and climate telemetry/action-proof freshness is restored or explicitly flagged.

Conditions

Outdoor peak

81.0°F

RH minimum

13.0%

Solar peak

937.0 W/m²

Cloud average

22.0%

Sunset starts with stale but dry-side indoor context: VPD about 1.40 kPa above the dispatcher band and dew margin about 18.8F. Overnight cools into a 49-58F, moderate-RH window that can produce VPD-low carryover. Sunday then turns clear, dry, and high-solar with RH near 13%, VPD near 3.1 kPa, and solar near 900-950 W/m2.

Expected stress windows

vpd_highmedium · 2026-05-30T20:23:00-06:00 to 2026-05-30T22:30:00-06:00

Maintain a short band-coupled recovery shoulder while dew margin is safe; do not repeat a hard clock unwind before observed recovery.

vpd_lowhigh · 2026-05-30T22:30:00-06:00 to 2026-05-31T06:30:00-06:00

Unwind wet and fog posture, preserve dew margin, and favor stable overnight dwell/heat conservation.

vpd_highhigh · 2026-05-31T08:00:00-06:00 to 2026-05-31T20:00:00-06:00

Missed-SUNRISE fallback restores band-coupled moisture, all-zone rotation, low fog escalation, high water headroom, and cooling lead for the clear dry ramp.

heatmedium · 2026-05-31T11:00:00-06:00 to 2026-05-31T18:00:00-06:00

Use anticipatory cooling and all-fan readiness while accepting physics-limited heat if solar outpaces exhaust cooling.

Parameter rationale

mister_engage_kpa1.3 → 1.26; Current reported VPD is still above band with 18.8F dew margin; lessons 131/134/135 require a short sunset recovery shoulder.

Keep the immediate shoulder band-coupled and avoid VPD-high no-moisture-assist recurrence before the overnight unwind.

mister_pulse_gap_s30.0 → 55.0; After 22:30 outdoor VPD falls below about 0.9 kPa and today already accumulated 9.63h VPD-low.

Prevent additional overnight VPD-low while preserving dew-risk 0h.

fog_escalation_kpa0.2 → 0.5; Fog is outside the normal window and overnight VPD-low/dew risk outweighs dry recovery after the shoulder.

Keep fog suppressed overnight unless firmware safety/stress gates demand otherwise.

direct_wet_stress_min_dew_margin_f8.0 → 12.0; Overnight cooling to 49-52F raises condensation risk if wetting carries over.

Maintain dp-risk at 0h and avoid leaf-wetness carryover.

mister_water_budget_gal300.0 → 120.0; Overnight water demand should be low after the recovery shoulder.

Conserve water overnight without capping the Sunday dry-ramp fallback.

cool_stage2_over_high_f1.0 → 0.7; Sunday dry ramp begins after 08:00 with solar rising toward 900-950 W/m2.

If SUNRISE is missed, restore cooling lead and all-fan readiness before the high-solar window.

Setpoints

Saturday May 30

Primary crop-band changes:

Time	Values	Note
20:30	hyst 0.1875	evening_settle: current reported VPD remains above band with
22:30	hyst 0.1875	overnight_unwind: after recovery shoulder, forecast cools an

Tactical tunable changes:

Time	Values	Note
20:30	s2 1.8900000000000001; cool_exit 1.6; all_fans 0; dw_stress 1; dw_until 22; fog_stress 1; fog_until 22; engage 1.27; all 1.47; pulse 33.75; gap 37.5; wt 1.9666666666666668	evening_settle: current reported VPD remains above band with
22:30	s2 1.905; cool_exit 1.6; all_fans 0; dw_stress 1; dw_until 22; fog_stress 1; fog_until 22; engage 1.27; all 1.47; pulse 33.75; gap 41.25; wt 1.7	overnight_unwind: after recovery shoulder, forecast cools an

Sunday May 31

Primary crop-band changes:

Time	Values	Note
02:30	hyst 0.1875	midnight_posture: coldest humid portion of the night; avoid
06:30	hyst 0.1875	pre_dawn_handoff: begin easing out of the overnight guard bu
08:00	hyst 0.1825	missed_sunrise_dry_ramp_fallback: clear dry high-solar ramp

Tactical tunable changes:

Time	Values	Note
02:30	s2 1.905; cool_exit 1.6; all_fans 0; dw_stress 1; dw_until 19; fog_stress 1; fog_until 19; engage 1.27; all 1.47; pulse 33.75; gap 41.25; wt 1.7	midnight_posture: coldest humid portion of the night; avoid
06:30	s2 1.8175000000000001; cool_exit 1.6; all_fans 0; dw_stress 1; dw_until 19; fog_stress 1; fog_until 19; engage 1.27; all 1.47; pulse 33.75; gap 41.25; wt 1.7	pre_dawn_handoff: begin easing out of the overnight guard bu
08:00	s2 1.3175000000000001; cool_exit 1.51; all_fans 1; dw_stress 1; dw_until 22; fog_stress 1; fog_until 22; engage 1.27; all 1.47; pulse 41.25; gap 33.75; wt 2.2333333333333334	missed_sunrise_dry_ramp_fallback: clear dry high-solar ramp

Changed secondary parameters:

Time	Parameter	Change
20:30	cold_vent_guard_delta_f	initial 8
20:30	direct_wet_stress_min_dew_margin_f	initial 10
20:30	direct_wet_stress_vpd_margin_kpa	initial 0.05
20:30	dwell_gate_ms	initial 210000
20:30	enthalpy_close	initial 1
20:30	enthalpy_open	initial -2
20:30	fog_escalation_kpa	initial 0.25
20:30	fog_stress_min_dew_margin_f	initial 10
20:30	heat_hysteresis	initial 1.1
20:30	min_fog_off_s	initial 66
20:30	min_fog_on_s	initial 61.5
20:30	mist_backoff_s	initial 600
20:30	mist_max_closed_vent_s	initial 120
20:30	mist_thermal_relief_s	initial 90
20:30	mister_all_delay_s	initial 75
20:30	mister_engage_delay_s	initial 37.5
20:30	mister_water_budget_gal	initial 180
20:30	outdoor_staleness_max_s	initial 600
20:30	sw_dwell_gate_enabled	initial 1
20:30	sw_fog_closes_vent	initial 1
20:30	sw_mister_closes_vent	initial 0
20:30	sw_summer_vent_enabled	initial 1
20:30	temp_hysteresis	initial 1.6
20:30	vent_prefer_dp_delta_f	initial 9
20:30	vent_prefer_temp_delta_f	initial 4
20:30	vpd_watch_dwell_s	initial 52.5
22:30	cold_vent_guard_delta_f	8 → 12
22:30	direct_wet_stress_min_dew_margin_f	10 → 12
22:30	fog_stress_min_dew_margin_f	10 → 12
22:30	min_fog_off_s	66 → 72
22:30	min_fog_on_s	61.5 → 59.25
22:30	mister_water_budget_gal	180 → 120
22:30	vent_prefer_dp_delta_f	9 → 12
22:30	vent_prefer_temp_delta_f	4 → 8
02:30	cold_vent_guard_delta_f	12 → 14
02:30	direct_wet_stress_min_dew_margin_f	12 → 13
02:30	fog_stress_min_dew_margin_f	12 → 13
02:30	vent_prefer_temp_delta_f	8 → 10
06:30	cold_vent_guard_delta_f	14 → 11
06:30	direct_wet_stress_min_dew_margin_f	13 → 11
06:30	fog_stress_min_dew_margin_f	13 → 11
06:30	mister_water_budget_gal	120 → 160
06:30	vent_prefer_dp_delta_f	12 → 10
06:30	vent_prefer_temp_delta_f	10 → 7
08:00	cold_vent_guard_delta_f	11 → 8
08:00	direct_wet_stress_min_dew_margin_f	11 → 8
08:00	dwell_gate_ms	210000 → 195000
08:00	fog_escalation_kpa	0.25 → 0.2
08:00	fog_stress_min_dew_margin_f	11 → 8
08:00	min_fog_off_s	72 → 60
08:00	min_fog_on_s	59.25 → 63.75
08:00	mister_all_delay_s	75 → 70.5
08:00	mister_engage_delay_s	37.5 → 35.25
08:00	mister_water_budget_gal	160 → 300
08:00	temp_hysteresis	1.6 → 1.51
08:00	vent_prefer_temp_delta_f	7 → 4
08:00	vpd_watch_dwell_s	52.5 → 48.75

End-of-Day Summary

Climate

Temperature

61.9–89.8°F; avg 72.1°F

VPD

0.43–2.34 kPa; avg 0.90 kPa

Relative humidity

35.3–79.1%

Stress Hours

Heat stress (>85°F): 1.5h
VPD stress (>2.0 kPa): 2.8h
Cold stress (<55°F): 0.3h

Economics

Electric

USD 2.79

Gas

USD 0.35

Water

USD 0.230

Total

USD 3.37

Equipment Runtimes

Equipment	Runtime	Reading
Fan 1	132 min	Primary exhaust runtime.
Fan 2	132 min	Secondary exhaust runtime.
Vent	230 min	Intake vent runtime.
Fog	24 min	Fogger runtime.
Heat 1 electric	333 min	Electric heater runtime.
Heat 2 gas	34 min	Gas heater runtime.
Grow lights	1317 min	Supplemental lighting runtime.
Mister south	0.09h	South mister runtime.
Mister west	0.00h	West mister runtime.
Mister center	0.33h	Center mister runtime.

Water

Total: 47 gal
Mister: 32 gal

Crop Health (Gemini Vision)

Crop	Zone	Health	Observations	Note
Canna Lilies	south	50%	1	Observation notes are collapsed below to avoid publishing partial vision snippets.
Vanda Orchids	center	76%	5	Observation notes are collapsed below to avoid publishing partial vision snippets.
lettuce	east	80%	3	Observation notes are collapsed below to avoid publishing partial vision snippets.
pepper	east	77%	3	Observation notes are collapsed below to avoid publishing partial vision snippets.
strawberry	east	83%	3	Observation notes are collapsed below to avoid publishing partial vision snippets.

Vision observation notes

Canna LiliesGemini Vision notes

[obscured view] Cannot assess health due to severe image distortion/blurring in the south zone.

Vanda OrchidsGemini Vision notes

Hanging orchids are blooming beautifully with vibrant colors and healthy foliage.

lettuceGemini Vision notes

Seedlings appear healthy and are establishing well in the blue trays.

pepperGemini Vision notes

Seedlings in the hydroponic system look healthy with no visible signs of stress.

strawberryGemini Vision notes

Seedlings are healthy and growing normally.

Hourly Pattern

Hour	Temperature	VPD	RH
12:00	78.5°F	1.24 kPa	64.0%
13:00	82.1°F	1.30 kPa	66.5%
14:00	82.9°F	1.31 kPa	67.5%
15:00	76.9°F	1.06 kPa	67.3%
16:00	74.2°F	0.88 kPa	69.9%
17:00	72.6°F	0.80 kPa	71.2%
18:00	72.4°F	0.98 kPa	64.2%
19:00	70.3°F	0.92 kPa	64.2%
20:00	68.4°F	0.78 kPa	67.4%
21:00	67.0°F	0.81 kPa	64.4%
22:00	64.8°F	0.74 kPa	65.0%
23:00	64.6°F	0.52 kPa	75.3%
00:00	64.4°F	0.49 kPa	76.2%
01:00	63.4°F	0.52 kPa	74.0%
02:00	62.8°F	0.53 kPa	73.0%
03:00	63.1°F	0.50 kPa	74.7%
04:00	62.9°F	0.48 kPa	75.5%
05:00	62.8°F	0.49 kPa	74.9%
06:00	64.3°F	0.53 kPa	74.4%
07:00	66.8°F	0.57 kPa	75.2%
08:00	68.3°F	0.60 kPa	74.9%
09:00	70.8°F	0.81 kPa	69.1%
10:00	74.4°F	0.97 kPa	67.1%
11:00	77.3°F	0.94 kPa	71.3%

7-Day Stress Context

Date	Heat	VPD high	Cold
2026-05-24	9.5h	8.3h	0.0h
2026-05-25	11.4h	7.5h	0.0h
2026-05-26	10.3h	6.0h	0.0h
2026-05-27	4.8h	2.4h	0.1h
2026-05-28	11.0h	6.2h	0.0h
2026-05-29	9.7h	3.9h	0.0h
2026-05-30	1.5h	2.8h	0.4h

Lab

May 30, 2026

Planner Execution Ledger

🌅 Morning Cycle (12:18 AM) — iris-20260530-0016

Reflection

Hypothesis

Setpoints

Saturday May 30

Sunday May 31

🌅 Morning Cycle (5:37 AM) — iris-20260530-0535

Reflection

Hypothesis

Setpoints

Saturday May 30

Sunday May 31

🌆 Evening Cycle (8:25 PM) — iris-20260530-2023

Reflection

Hypothesis

Setpoints

Saturday May 30

Sunday May 31

End-of-Day Summary

Climate

Stress Hours

Economics

Equipment Runtimes

Water

Crop Health (Gemini Vision)

Hourly Pattern

7-Day Stress Context

🌅 Morning Cycle (12:18 AM) — `iris-20260530-0016`

🌅 Morning Cycle (5:37 AM) — `iris-20260530-0535`

🌆 Evening Cycle (8:25 PM) — `iris-20260530-2023`