August 01, 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	00:17	MIDNIGHT	plan_written	Wrote public plan iris-20260801-0017. Resolved 00:19 MDT.
Morning planning cycle	06:00	SUNRISE	plan_written	Wrote public plan iris-20260801-0600. Resolved 06:02 MDT.
Solar peak planning checkpoint	13:08	SOLAR_MAX	action_completed	Delivery recorded without a public plan write. Resolved 13:09 MDT.
Peak Stress	15:08	TRANSITION	acked	Acknowledged: Peak-stress transition checked live climate, equipment, active plan, and setpoints. Conditions are stressful but tracking the sunrise hot/dry plan: temp 84.7F is only slightly above current temp_high 84F, VPD 1.64 kPa is above vpd_high 1.22 kPa with healthy dew margin 14.3F, and the controller/equipment already has the expected aggressive posture active (vent, both fans, fog, and center mister on)... Resolved 15:09 MDT.
Decline	19:16	TRANSITION	action_completed	Delivery recorded without a public plan write. Resolved 19:16 MDT.
Forecast deviation	19:59	FORECAST_DEVIATION	acked	Acknowledged: FORECAST_DEVIATION was cloud-cover only at 19:59 MDT. Live climate is inside the served corridor (78.2F, VPD 1.15 kPa vs high 1.22, RH 66%) with safe dew margin 12.4F, controller IDLE, and all climate/wet equipment off. The deviation is a near-term cloud forecast error/weather update, not an actionable climate miss or equipment fault; no tunable change needed. Resolved 19:59 MDT.
Evening planning cycle	20:15	SUNSET	plan_written	Wrote public plan iris-20260801-2015. Resolved 20:16 MDT.

🌅 Morning Cycle (12:19 AM) — `iris-20260801-0017`

Status

validated

Outcome score

5/10

Changed parameters

band_track_fraction, cold_vent_guard_delta_f, cool_exit_hysteresis_f, cool_stage2_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 ...

Reflection

Validating previous cycle: iris-20260731-0559

Previous hypothesis: SUNRISE plan for Friday 2026-07-31. Yesterday closed above the recent baseline but still weak for corridor control: planner_score 72.8 versus 65.3 seven-day average, with legacy temp compliance 48.9% and VPD compliance 45.6%. VPD was the slightly tighter axis, but dominant stress was heat: 21.3h total stress, heat 10.29h, VPD-high 9.48h, VPD-low 1.53h, cold 0. Dew safety held with dp_margin_min_f 7.6F and 0 dp-risk hours. Cost attribution remains mostly unavailable; water was high at 366 gal total and 80 gal mister water versus 62 gal 7-day average, so today’s plan spends water only during live/forecast dry stress and avoids target hugging inside the corridor. I evaluated iris-20260730-2017 at 4/10 versus deterministic anchor 3. I credit dew safety and avoidance of VPD-low, but the anchor correctly penalized 475 VPD-high guardrail events and 442 held guardrail events… Result: MIDNIGHT plan window closed safe but only moderately effective. Window planner_score/compliance was 64.5 with temp compliance 53.2% and VPD compliance 45.4%; total stress was about 1.83h, dominated by hot/dry pressure rather than cold or dew risk. Dew safety held, but VPD remained the tighter axis and repeated moisture guardrail/clamp evidence later in the day shows materialization still was not clean enough. I score it 5/10: directionally correct severe hot/dry posture and safe condensation outcome, but insufficient corridor improvement and still too much dependence on guardrail repair. Score: 5/10

Hypothesis

Testing: Midnight reset: explicit pre-dawn low-VPD taper followed by live-confirmed, guardrail-clean hot/dry wet-assist escalation for Saturday through Monday extreme heat. Expected outcome: Pre-dawn Aug 1 dew-risk remains 0h and VPD-low stays under 1h; during Saturday midday, wet/fog assist materializes without repeated held VPD-high guardrail events, while heat stress is treated as partly physics-limited above 90F.

Conditions

Outdoor peak

93.0°F

RH minimum

15.0%

Solar peak

815.0 W/m²

Cloud average

0.0%

safe warm midnight with dew margin 12F and VPD in corridor; pre-dawn raw VPD falls toward low-edge risk, then Saturday becomes severe hot/dry. Sunday and Monday are extreme heat/dry and partly physics-limited.

Expected stress windows

vpd_lowmedium · 2026-08-01T03:30:00-06:00 to 2026-08-01T08:30:00-06:00

low mist duty, high dew floor, resource-sensitive pre-dawn taper; do not start aggressive wetting until live morning VPD rises

vpd_highhigh · 2026-08-01T10:00:00-06:00 to 2026-08-01T23:00:00-06:00

guardrail-clean band-coupled wet assist: engage near vpd_high+0.05, all-zone around +0.20 to +0.25, fog escalation 0.15 during safe fog window, and evening recovery while VPD remains high

heathigh · 2026-08-01T11:00:00-06:00 to 2026-08-01T20:00:00-06:00

thermal lead, solar pre-cool, all-fan authority already available, wet-assist cooling support, and explicit acceptance of structural heat misses

vpd_highhigh · 2026-08-02T08:00:00-06:00 to 2026-08-03T00:00:00-06:00

Sunday extreme dry event: keep practical maximum wet-assist surface and low resource sensitivity when dew margin is safe

heathigh · 2026-08-02T11:00:00-06:00 to 2026-08-02T21:00:00-06:00

treat 102F heat as physics-limited; preserve safety and evaporative assist without target-line chasing

vpd_highhigh · 2026-08-03T07:00:00-06:00 to 2026-08-04T00:17:00-06:00

Monday extreme dry continuation with early ramp moisture, fog during safe window, and late recovery through dry evening

heathigh · 2026-08-03T10:00:00-06:00 to 2026-08-03T18:00:00-06:00

pre-cool and evaporative assist, but accept 100F+ structural heat risk

Parameter rationale

mister_engage_kpa0.82 → 1.27; current vpd_high about 1.22 kPa; corrected VPD rises above band after late morning while pre-dawn falls toward low edge

avoid pre-dawn wetting but keep S1 assist near the high edge once live dry ramp confirms

mister_all_kpa1.03 → 1.45; Saturday through Monday broad VPD-high risk, raw VPD 4.5 to 7.1 kPa and RH 7-17%

permit all-zone assist during broad dry stress without relying on dispatcher guardrail repair

mister_pulse_gap_s30.0 → 30.0; guardrail caps already force 30s during VPD-high; hot/dry lessons support short gaps but pre-dawn needs low duty rather than longer held gaps

reduce held guardrail events and improve VPD recovery during active dry stress

fog_escalation_kpa0.2 → 0.15; VPD-high overlaps 07:00-17:00 fog-safe window Saturday through Monday and dew margin is currently 12F

make the 7x fog path available during safe hot-dry VENTILATE

mister_water_budget_gal200.0 → 260.0; water Friday was near average and next 72h are severe to extreme hot/dry

avoid budget-limited VPD recovery during high-risk dry windows while conserving water through pre-dawn resource sensitivity

direct_wet_stress_latest_hour21.0 → 23.0; Saturday through Monday evenings remain dry above the VPD corridor

permit bounded dew-safe evening recovery instead of clock-only moisture shutdown

Setpoints

Saturday August 01

Primary crop-band changes:

Time	Values	Note
00:17	hyst 0.20749999999999996	post-midnight corridor hold: VPD is safe at 0.88 kPa with de
03:30	hyst 0.20749999999999996	pre-dawn taper: raw VPD forecast bottoms near 0.48-0.68, so
07:00	hyst 0.19749999999999998	sunrise ramp: keep moisture conservative while live VPD conf
09:30	hyst 0.1875	dry-ramp handoff: raw VPD rises above 1.4 and solar accelera
11:30	hyst 0.1825	Saturday severe hot/dry peak: temp and VPD will both exceed
17:00	hyst 0.1875	late-day dry recovery: fog window is ending but VPD remains
22:30	hyst 0.19749999999999998	dry overnight recovery: forecast VPD remains above band, so

Tactical tunable changes:

Time	Values	Note
00:17	s2 1.9525000000000001; cool_exit 1.96; all_fans 0; dw_stress 0; dw_until 17; engage 1.52; all 1.67; pulse 30; gap 60; wt 1.1666666666666665	post-midnight corridor hold: VPD is safe at 0.88 kPa with de
03:30	s2 1.9675000000000002; cool_exit 1.96; all_fans 0; dw_stress 0; dw_until 17; engage 1.5699999999999998; all 1.72; pulse 30; gap 60; wt 1.12	pre-dawn taper: raw VPD forecast bottoms near 0.48-0.68, so
07:00	s2 1.79; cool_exit 1.78; all_fans 0; dw_stress 0; dw_until 21; engage 1.3699999999999999; all 1.5699999999999998; pulse 30; gap 56.25; wt 1.3666666666666667	sunrise ramp: keep moisture conservative while live VPD conf
09:30	s2 1.6425; cool_exit 1.6; all_fans 0; dw_stress 0; dw_until 22; engage 1.28; all 1.47; pulse 33.75; gap 41.25; wt 1.6	dry-ramp handoff: raw VPD rises above 1.4 and solar accelera
11:30	s2 1.5100000000000002; cool_exit 1.51; all_fans 1; dw_stress 1; dw_until 23; engage 1.26; all 1.42; pulse 45; gap 30; wt 1.8000000000000003	Saturday severe hot/dry peak: temp and VPD will both exceed
17:00	s2 1.715; cool_exit 1.6; all_fans 0; dw_stress 0; dw_until 23; engage 1.27; all 1.44; pulse 39; gap 37.5; wt 1.6800000000000002	late-day dry recovery: fog window is ending but VPD remains
22:30	s2 1.8825; cool_exit 1.78; all_fans 0; dw_stress 0; dw_until 23; engage 1.3399999999999999; all 1.54; pulse 30; gap 48.75; wt 1.4866666666666666	dry overnight recovery: forecast VPD remains above band, so

Sunday August 02

Primary crop-band changes:

Time	Values	Note
06:30	hyst 0.1925	Sunday early ramp: VPD is already likely above band despite
10:30	hyst 0.1825	Sunday extreme hot/dry: preserve maximum practical wet/fog a
18:30	hyst 0.1925	Sunday evening remains very dry; keep dew-safe recovery avai

Tactical tunable changes:

Time	Values	Note
06:30	s2 1.73; cool_exit 1.69; all_fans 0; dw_stress 0; dw_until 23; engage 1.3; all 1.5; pulse 31.5; gap 41.25; wt 1.58	Sunday early ramp: VPD is already likely above band despite
10:30	s2 1.495; cool_exit 1.51; all_fans 1; dw_stress 1; dw_until 23; engage 1.26; all 1.42; pulse 48.75; gap 26.25; wt 1.8666666666666667	Sunday extreme hot/dry: preserve maximum practical wet/fog a
18:30	s2 1.735; cool_exit 1.69; all_fans 0; dw_stress 1; dw_until 23; engage 1.27; all 1.44; pulse 41.25; gap 33.75; wt 1.7333333333333334	Sunday evening remains very dry; keep dew-safe recovery avai

Monday August 03

Primary crop-band changes:

Time	Values	Note
06:30	hyst 0.1875	Monday dry dawn starts above corridor; use early moisture an
11:30	hyst 0.1825	Monday extreme heat and dry air: strongest practical wet/fog
18:30	hyst 0.19749999999999998	Monday late recovery and possible storm-cloud shift: taper f

Tactical tunable changes:

Time	Values	Note
06:30	s2 1.6125; cool_exit 1.6; all_fans 0; dw_stress 1; dw_until 23; engage 1.27; all 1.44; pulse 39; gap 33.75; wt 1.7133333333333334	Monday dry dawn starts above corridor; use early moisture an
11:30	s2 1.495; cool_exit 1.51; all_fans 1; dw_stress 1; dw_until 23; engage 1.26; all 1.42; pulse 48.75; gap 26.25; wt 1.8666666666666667	Monday extreme heat and dry air: strongest practical wet/fog
18:30	s2 1.8; cool_exit 1.78; all_fans 0; dw_stress 0; dw_until 23; engage 1.3; all 1.5; pulse 33.75; gap 41.25; wt 1.6	Monday late recovery and possible storm-cloud shift: taper f

Changed secondary parameters:

Time	Parameter	Change
00:17	band_track_fraction	initial 0
00:17	cold_vent_guard_delta_f	initial 8
00:17	cool_stage2_exit_hysteresis_f	initial 1
00:17	direct_wet_stress_min_dew_margin_f	initial 10
00:17	direct_wet_stress_vpd_margin_kpa	initial 0.3
00:17	dwell_gate_ms	initial 270000
00:17	enthalpy_close	initial 1
00:17	enthalpy_open	initial -2
00:17	fog_escalation_kpa	initial 0.45
00:17	heat_hysteresis	initial 1
00:17	min_fog_off_s	initial 126
00:17	min_fog_on_s	initial 39
00:17	mist_backoff_s	initial 600
00:17	mist_max_closed_vent_s	initial 600
00:17	mist_thermal_relief_s	initial 90
00:17	mister_all_delay_s	initial 93
00:17	mister_engage_delay_s	initial 46.5
00:17	mister_water_budget_gal	initial 140
00:17	night_vpd_bias_kpa	initial 0
00:17	outdoor_staleness_max_s	initial 600
00:17	sw_dwell_gate_enabled	initial 1
00:17	sw_fog_closes_vent	initial 1
00:17	sw_mister_closes_vent	initial 0
00:17	sw_summer_vent_enabled	initial 1
00:17	temp_hysteresis	initial 1.96
00:17	vent_exchange_fraction	initial 0.3
00:17	vent_prefer_dp_delta_f	initial 3
00:17	vent_prefer_temp_delta_f	initial 4
00:17	vpd_watch_dwell_s	initial 67.5
03:30	direct_wet_stress_vpd_margin_kpa	0.3 → 0.35
03:30	fog_escalation_kpa	0.45 → 0.5
03:30	min_fog_off_s	126 → 132
03:30	min_fog_on_s	39 → 36.75
03:30	mister_water_budget_gal	140 → 120
07:00	direct_wet_stress_min_dew_margin_f	10 → 9
07:00	direct_wet_stress_vpd_margin_kpa	0.35 → 0.15
07:00	dwell_gate_ms	270000 → 240000
07:00	fog_escalation_kpa	0.5 → 0.3
07:00	min_fog_off_s	132 → 96
07:00	min_fog_on_s	36.75 → 50.25
07:00	mister_all_delay_s	93 → 84
07:00	mister_engage_delay_s	46.5 → 42
07:00	mister_water_budget_gal	120 → 180
07:00	temp_hysteresis	1.96 → 1.78
07:00	vpd_watch_dwell_s	67.5 → 60
09:30	direct_wet_stress_min_dew_margin_f	9 → 8
09:30	direct_wet_stress_vpd_margin_kpa	0.15 → 0.06
09:30	dwell_gate_ms	240000 → 210000
09:30	fog_escalation_kpa	0.3 → 0.2
09:30	min_fog_off_s	96 → 72
09:30	min_fog_on_s	50.25 → 59.25
09:30	mister_all_delay_s	84 → 75
09:30	mister_engage_delay_s	42 → 37.5
09:30	mister_water_budget_gal	180 → 240
09:30	temp_hysteresis	1.78 → 1.6
09:30	vpd_watch_dwell_s	60 → 52.5
11:30	direct_wet_stress_vpd_margin_kpa	0.06 → 0.04
11:30	dwell_gate_ms	210000 → 195000
11:30	fog_escalation_kpa	0.2 → 0.15
11:30	min_fog_off_s	72 → 54
11:30	min_fog_on_s	59.25 → 66
11:30	mister_all_delay_s	75 → 70.5
11:30	mister_engage_delay_s	37.5 → 35.25
11:30	mister_water_budget_gal	240 → 260
11:30	temp_hysteresis	1.6 → 1.51
11:30	vpd_watch_dwell_s	52.5 → 48.75
17:00	direct_wet_stress_vpd_margin_kpa	0.04 → 0.05
17:00	dwell_gate_ms	195000 → 210000
17:00	fog_escalation_kpa	0.15 → 0.25
17:00	min_fog_off_s	54 → 66
17:00	min_fog_on_s	66 → 61.5
17:00	mister_all_delay_s	70.5 → 75
17:00	mister_engage_delay_s	35.25 → 37.5
17:00	temp_hysteresis	1.51 → 1.6
17:00	vpd_watch_dwell_s	48.75 → 52.5
22:30	direct_wet_stress_vpd_margin_kpa	0.05 → 0.12
22:30	dwell_gate_ms	210000 → 240000
22:30	fog_escalation_kpa	0.25 → 0.45
22:30	min_fog_off_s	66 → 84
22:30	min_fog_on_s	61.5 → 54.75
22:30	mister_all_delay_s	75 → 84
22:30	mister_engage_delay_s	37.5 → 42
22:30	mister_water_budget_gal	260 → 220
22:30	temp_hysteresis	1.6 → 1.78
22:30	vpd_watch_dwell_s	52.5 → 60
06:30	direct_wet_stress_vpd_margin_kpa	0.12 → 0.08
06:30	dwell_gate_ms	240000 → 225000
06:30	fog_escalation_kpa	0.45 → 0.22
06:30	min_fog_off_s	84 → 72
06:30	min_fog_on_s	54.75 → 59.25
06:30	mister_all_delay_s	84 → 79.5
06:30	mister_engage_delay_s	42 → 39.75
06:30	mister_water_budget_gal	220 → 260
06:30	temp_hysteresis	1.78 → 1.69
06:30	vpd_watch_dwell_s	60 → 56.25
10:30	direct_wet_stress_vpd_margin_kpa	0.08 → 0.04
10:30	dwell_gate_ms	225000 → 195000
10:30	fog_escalation_kpa	0.22 → 0.15
10:30	min_fog_off_s	72 → 48
10:30	min_fog_on_s	59.25 → 68.25
10:30	mister_all_delay_s	79.5 → 70.5
10:30	mister_engage_delay_s	39.75 → 35.25
10:30	mister_water_budget_gal	260 → 280
10:30	temp_hysteresis	1.69 → 1.51
10:30	vpd_watch_dwell_s	56.25 → 48.75
18:30	direct_wet_stress_vpd_margin_kpa	0.04 → 0.05
18:30	dwell_gate_ms	195000 → 225000
18:30	fog_escalation_kpa	0.15 → 0.3
18:30	min_fog_off_s	48 → 60
18:30	min_fog_on_s	68.25 → 63.75
18:30	mister_all_delay_s	70.5 → 79.5
18:30	mister_engage_delay_s	35.25 → 39.75
18:30	temp_hysteresis	1.51 → 1.69
18:30	vpd_watch_dwell_s	48.75 → 56.25
06:30	dwell_gate_ms	225000 → 210000
06:30	fog_escalation_kpa	0.3 → 0.18
06:30	mister_all_delay_s	79.5 → 75
06:30	mister_engage_delay_s	39.75 → 37.5
06:30	temp_hysteresis	1.69 → 1.6
06:30	vpd_watch_dwell_s	56.25 → 52.5
11:30	direct_wet_stress_vpd_margin_kpa	0.05 → 0.04
11:30	dwell_gate_ms	210000 → 195000
11:30	fog_escalation_kpa	0.18 → 0.15
11:30	min_fog_off_s	60 → 48
11:30	min_fog_on_s	63.75 → 68.25
11:30	mister_all_delay_s	75 → 70.5
11:30	mister_engage_delay_s	37.5 → 35.25
11:30	temp_hysteresis	1.6 → 1.51
11:30	vpd_watch_dwell_s	52.5 → 48.75
18:30	direct_wet_stress_vpd_margin_kpa	0.04 → 0.08
18:30	dwell_gate_ms	195000 → 240000
18:30	fog_escalation_kpa	0.15 → 0.35
18:30	min_fog_off_s	48 → 72
18:30	min_fog_on_s	68.25 → 59.25
18:30	mister_all_delay_s	70.5 → 84
18:30	mister_engage_delay_s	35.25 → 42
18:30	mister_water_budget_gal	280 → 240
18:30	temp_hysteresis	1.51 → 1.78
18:30	vpd_watch_dwell_s	48.75 → 60

🌅 Morning Cycle (6:02 AM) — `iris-20260801-0600`

Status

validated

Outcome score

4/10

Changed parameters

Reflection

Validating previous cycle: iris-20260731-2016

Previous hypothesis: SUNSET plan for Friday 2026-07-31. Today closed below the recent baseline: planner_score 63.4 versus 67.3 seven-day average, temp compliance 50.7% and VPD compliance 46.3%. VPD was the tighter axis, but heat was the dominant stress at 8.14h, followed by VPD-high 7.54h and VPD-low 1.45h; cold was 0. Dew safety held with dp_margin_min_f 7.9F and 0 dp-risk hours. Cost fields are unavailable, so I am not using kWh or cost for decisions; total water context is about 211 gal today versus a 214 gal 7-day average, so water is not unusually high, but earlier dry-stress water did not fully buy compliance. I evaluated iris-20260731-0016 at 5/10 versus anchor 3. I credit safe dew and avoidance of VPD-low, while the anchor rightly penalizes 334 VPD-high guardrail events, 323 held… Result: Validated the Saturday SUNRISE plan against its plan-window scorecard, not the daily rollup. Forecast shape was directionally correct for severe hot/dry stress: predicted outdoor peak 94F versus actual 94.2F, and predicted heat plus VPD-high windows did occur. The plan did not achieve its measurable corridor goal: window planner_score/compliance was 58.0 with temp compliance 42.4% and VPD compliance 34.2%; stress was dominated by heat 5.06h and VPD-high 5.48h, with 0.85h VPD-low and no cold. Dew safety held and crop observations remain mostly healthy, but water was elevated for the day at 376 gal and recent clamp/guardrail evidence shows the requested moisture posture still depended on dispatcher repair. I score it 4/10: safe and directionally correct for stress type, but weak compliance improvement and dirty materialization under extreme heat/VPD pressure. Score: 4/10

New finding: On extreme hot/dry days near 95F+ with solar near or above 900 W/m2, band-coupled wet/fog assist at guardrail-clean caps may still leave VPD compliance poor; preserve dew-safe assist but score expectations as physics-limited, use response priors to avoid spending extra water when VPD error improvement is marginal, and keep the plan explicit about structural heat/VPD limits rather than assuming more water will buy compliance. → Added to Lessons Learned

Hypothesis

Testing: Guardrail-clean severe hot/dry posture: dawn taper followed by ClimateIntent values at observed moisture-guardrail caps; success means fewer held/clamped moisture events while preserving 0 dp-risk hours and reducing VPD-high stress versus Friday. Expected outcome: Today: dew risk remains 0h, water remains within practical 280 gal budget, VPD-high stress falls below Friday’s 10.2h despite severe weather, and guardrail-held moisture events decrease materially versus 648 held events on the evaluated sunset plan.

Conditions

Outdoor peak

94.0°F

RH minimum

14.0%

Solar peak

822.0 W/m²

Cloud average

0.0%

clear severe hot/dry Saturday after a safe low-VPD dawn; corrected VPD still exceeds band by late morning. Sunday and Monday continue extreme heat/dry, so heat misses are partly physics-limited and VPD-high recovery needs guardrail-clean wet/fog assist while dew margin remains safe.

Expected stress windows

vpd_lowlow · 2026-08-01T06:00:00-06:00 to 2026-08-01T08:30:00-06:00

low mist duty, higher dew floor, resource-sensitive dawn taper while live VPD is near the lower edge

vpd_highhigh · 2026-08-01T09:00:00-06:00 to 2026-08-01T23:59:00-06:00

engage wet assist near vpd_high+0.03-0.05, all-zone near +0.20-0.25, fog escalation 0.15 during fog-safe hot-dry VENTILATE, and late wet recovery while dew margin is safe

heathigh · 2026-08-01T11:00:00-06:00 to 2026-08-01T20:00:00-06:00

solar pre-cool, thermal lead, all-fan cooling authority, wet/fog evaporative assist, and explicit acceptance of structural heat limits

vpd_highhigh · 2026-08-02T08:00:00-06:00 to 2026-08-03T23:59:00-06:00

extreme Sunday/Monday dry posture with maximum practical wet-assist surface, fog during safe window, low resource sensitivity, and evening recovery

heathigh · 2026-08-02T11:00:00-06:00 to 2026-08-03T20:00:00-06:00

treat 100F+ peaks as physics-limited; preserve safety, cooling authority, and evaporative assist without target-line chasing

Parameter rationale

mister_engage_kpa1.57 → 1.25; current vpd_high about 1.22 kPa and corrected VPD rises above band by late morning; recent higher requests were guardrailed down during VPD-high

reduce held guardrail events and make first-stage moisture available near the high edge during live dry stress

mister_all_kpa1.72 → 1.45; broad dry stress today through Monday with raw VPD 4.5-6.6 kPa and RH 7-15% in peaks

allow all-zone assist during broad dry stress without relying on dispatcher clamps

mister_pulse_gap_s60.0 → 30.0; recent VPD-high guardrail repeatedly held long gaps down to 30s; hot/dry lessons support short gaps during VENTILATE dry stress

improve VPD recovery during hot/dry windows and reduce guardrail repair counts

fog_escalation_kpa0.5 → 0.15; VPD-high overlaps the 07:00-17:00 fog-safe window today through Monday and dew margin is currently above 8F

make the 7x fog path available during safe hot-dry VENTILATE rather than waiting for severe overshoot

mister_water_budget_gal120.0 → 280.0; water yesterday was near average while heat/VPD-high dominated; next 72h are severe to extreme hot/dry

avoid budget-limited VPD recovery during dry peaks while using dawn/night resource sensitivity to avoid unnecessary wetting

direct_wet_stress_latest_hour21.0 → 23.0; Saturday through Monday evenings remain dry above the VPD corridor with safe dew margins expected

permit bounded evening dry-stress recovery instead of a clock-only moisture shutdown

Setpoints

Saturday August 01

Primary crop-band changes:

Time	Values	Note
06:00	hyst 0.20749999999999996	Dawn is safe but near the VPD low edge; keep wet assist rest
09:00	hyst 0.1925	Morning ramp: corrected VPD begins rising above band with cl
12:00	hyst 0.1825	Peak hot/dry VENTILATE window: compliance-first wet/fog assi
18:00	hyst 0.1925	Evening remains very dry; keep bounded wet recovery availabl

Tactical tunable changes:

Time	Values	Note
06:00	s2 1.79; cool_exit 1.96; all_fans 0; dw_stress 0; dw_until 23; engage 1.32; all 1.5699999999999998; pulse 30; gap 60; wt 1.3	Dawn is safe but near the VPD low edge; keep wet assist rest
09:00	s2 1.595; cool_exit 1.69; all_fans 0; dw_stress 0; dw_until 23; engage 1.27; all 1.47; pulse 33.75; gap 41.25; wt 1.6	Morning ramp: corrected VPD begins rising above band with cl
12:00	s2 1.4535; cool_exit 1.51; all_fans 0; dw_stress 1; dw_until 23; engage 1.25; all 1.42; pulse 48.75; gap 24; wt 1.8866666666666667	Peak hot/dry VENTILATE window: compliance-first wet/fog assi
18:00	s2 1.62; cool_exit 1.69; all_fans 0; dw_stress 1; dw_until 23; engage 1.26; all 1.44; pulse 41.25; gap 30; wt 1.7666666666666666	Evening remains very dry; keep bounded wet recovery availabl

Sunday August 02

Primary crop-band changes:

Time	Values	Note
06:30	hyst 0.20249999999999999	Sunday dawn cloudier and less dry; reset to cautious ramp po
11:00	hyst 0.1825	Sunday extreme heat/dry: prioritize corridor protection and
20:00	hyst 0.19749999999999998	Sunday night remains dry, not humid; allow bounded evening r

Tactical tunable changes:

Time	Values	Note
06:30	s2 1.73; cool_exit 1.87; all_fans 0; dw_stress 0; dw_until 23; engage 1.3; all 1.52; pulse 30; gap 52.5; wt 1.4533333333333334	Sunday dawn cloudier and less dry; reset to cautious ramp po
11:00	s2 1.4000000000000001; cool_exit 1.51; all_fans 0; dw_stress 1; dw_until 23; engage 1.25; all 1.42; pulse 52.5; gap 22.5; wt 1.9333333333333331	Sunday extreme heat/dry: prioritize corridor protection and
20:00	s2 1.655; cool_exit 1.78; all_fans 0; dw_stress 1; dw_until 23; engage 1.26; all 1.44; pulse 41.25; gap 30; wt 1.7666666666666666	Sunday night remains dry, not humid; allow bounded evening r

Monday August 03

Primary crop-band changes:

Time	Values	Note
09:00	hyst 0.1825	Monday renews extreme hot/dry stress; keep practical maximum

Tactical tunable changes:

Time	Values	Note
09:00	s2 1.4000000000000001; cool_exit 1.51; all_fans 0; dw_stress 1; dw_until 23; engage 1.25; all 1.42; pulse 52.5; gap 22.5; wt 1.9333333333333331	Monday renews extreme hot/dry stress; keep practical maximum

Changed secondary parameters:

Time	Parameter	Change
06:00	band_track_fraction	initial 0
06:00	cold_vent_guard_delta_f	initial 8
06:00	cool_stage2_exit_hysteresis_f	initial 1
06:00	direct_wet_stress_min_dew_margin_f	initial 9
06:00	direct_wet_stress_vpd_margin_kpa	initial 0.1
06:00	dwell_gate_ms	initial 270000
06:00	enthalpy_close	initial 1
06:00	enthalpy_open	initial -2
06:00	fog_escalation_kpa	initial 0.35
06:00	heat_hysteresis	initial 1
06:00	min_fog_off_s	initial 108
06:00	min_fog_on_s	initial 45.75
06:00	mist_backoff_s	initial 600
06:00	mist_max_closed_vent_s	initial 600
06:00	mist_thermal_relief_s	initial 90
06:00	mister_all_delay_s	initial 93
06:00	mister_engage_delay_s	initial 46.5
06:00	mister_water_budget_gal	initial 240
06:00	night_vpd_bias_kpa	initial 0
06:00	outdoor_staleness_max_s	initial 600
06:00	sw_dwell_gate_enabled	initial 1
06:00	sw_fog_closes_vent	initial 1
06:00	sw_mister_closes_vent	initial 0
06:00	sw_summer_vent_enabled	initial 1
06:00	temp_hysteresis	initial 1.96
06:00	vent_exchange_fraction	initial 0.3
06:00	vent_prefer_dp_delta_f	initial 3
06:00	vent_prefer_temp_delta_f	initial 4
06:00	vpd_watch_dwell_s	initial 67.5
09:00	cold_vent_guard_delta_f	8 → 7
09:00	direct_wet_stress_min_dew_margin_f	9 → 8
09:00	direct_wet_stress_vpd_margin_kpa	0.1 → 0.05
09:00	dwell_gate_ms	270000 → 225000
09:00	fog_escalation_kpa	0.35 → 0.2
09:00	min_fog_off_s	108 → 72
09:00	min_fog_on_s	45.75 → 59.25
09:00	mister_all_delay_s	93 → 79.5
09:00	mister_engage_delay_s	46.5 → 39.75
09:00	mister_water_budget_gal	240 → 260
09:00	temp_hysteresis	1.96 → 1.69
09:00	vent_prefer_temp_delta_f	4 → 3
09:00	vpd_watch_dwell_s	67.5 → 56.25
12:00	cold_vent_guard_delta_f	7 → 6
12:00	direct_wet_stress_vpd_margin_kpa	0.05 → 0.03
12:00	dwell_gate_ms	225000 → 195000
12:00	fog_escalation_kpa	0.2 → 0.15
12:00	min_fog_off_s	72 → 44.4
12:00	min_fog_on_s	59.25 → 69.6
12:00	mister_all_delay_s	79.5 → 70.5
12:00	mister_engage_delay_s	39.75 → 35.25
12:00	mister_water_budget_gal	260 → 280
12:00	temp_hysteresis	1.69 → 1.51
12:00	vent_prefer_dp_delta_f	3 → 2
12:00	vent_prefer_temp_delta_f	3 → 2
12:00	vpd_watch_dwell_s	56.25 → 48.75
18:00	cold_vent_guard_delta_f	6 → 7
18:00	direct_wet_stress_vpd_margin_kpa	0.03 → 0.04
18:00	dwell_gate_ms	195000 → 225000
18:00	fog_escalation_kpa	0.15 → 0.25
18:00	min_fog_off_s	44.4 → 54
18:00	min_fog_on_s	69.6 → 66
18:00	mister_all_delay_s	70.5 → 79.5
18:00	mister_engage_delay_s	35.25 → 39.75
18:00	temp_hysteresis	1.51 → 1.69
18:00	vent_prefer_dp_delta_f	2 → 3
18:00	vent_prefer_temp_delta_f	2 → 3
18:00	vpd_watch_dwell_s	48.75 → 56.25
06:30	cold_vent_guard_delta_f	7 → 8
06:30	direct_wet_stress_min_dew_margin_f	8 → 9
06:30	direct_wet_stress_vpd_margin_kpa	0.04 → 0.08
06:30	dwell_gate_ms	225000 → 255000
06:30	fog_escalation_kpa	0.25 → 0.28
06:30	min_fog_off_s	54 → 90
06:30	min_fog_on_s	66 → 52.5
06:30	mister_all_delay_s	79.5 → 88.5
06:30	mister_engage_delay_s	39.75 → 44.25
06:30	mister_water_budget_gal	280 → 260
06:30	temp_hysteresis	1.69 → 1.87
06:30	vent_prefer_temp_delta_f	3 → 4
06:30	vpd_watch_dwell_s	56.25 → 63.75
11:00	cold_vent_guard_delta_f	8 → 6
11:00	direct_wet_stress_min_dew_margin_f	9 → 8
11:00	direct_wet_stress_vpd_margin_kpa	0.08 → 0.03
11:00	dwell_gate_ms	255000 → 195000
11:00	fog_escalation_kpa	0.28 → 0.15
11:00	min_fog_off_s	90 → 42
11:00	min_fog_on_s	52.5 → 70.5
11:00	mister_all_delay_s	88.5 → 70.5
11:00	mister_engage_delay_s	44.25 → 35.25
11:00	mister_water_budget_gal	260 → 300
11:00	temp_hysteresis	1.87 → 1.51
11:00	vent_prefer_dp_delta_f	3 → 2
11:00	vent_prefer_temp_delta_f	4 → 2
11:00	vpd_watch_dwell_s	63.75 → 48.75
20:00	cold_vent_guard_delta_f	6 → 7
20:00	direct_wet_stress_vpd_margin_kpa	0.03 → 0.04
20:00	dwell_gate_ms	195000 → 240000
20:00	fog_escalation_kpa	0.15 → 0.35
20:00	min_fog_off_s	42 → 54
20:00	min_fog_on_s	70.5 → 66
20:00	mister_all_delay_s	70.5 → 84
20:00	mister_engage_delay_s	35.25 → 42
20:00	temp_hysteresis	1.51 → 1.78
20:00	vent_prefer_dp_delta_f	2 → 3
20:00	vent_prefer_temp_delta_f	2 → 3
20:00	vpd_watch_dwell_s	48.75 → 60
09:00	cold_vent_guard_delta_f	7 → 6
09:00	direct_wet_stress_vpd_margin_kpa	0.04 → 0.03
09:00	dwell_gate_ms	240000 → 195000
09:00	fog_escalation_kpa	0.35 → 0.15
09:00	min_fog_off_s	54 → 42
09:00	min_fog_on_s	66 → 70.5
09:00	mister_all_delay_s	84 → 70.5
09:00	mister_engage_delay_s	42 → 35.25
09:00	temp_hysteresis	1.78 → 1.51
09:00	vent_prefer_dp_delta_f	3 → 2
09:00	vent_prefer_temp_delta_f	3 → 2
09:00	vpd_watch_dwell_s	60 → 48.75

🌆 Evening Cycle (8:16 PM) — `iris-20260801-2015`

Status

validated

Outcome score

4/10

Changed parameters

Reflection

Validating previous cycle: iris-20260801-0600

Previous hypothesis: SUNRISE plan for Saturday 2026-08-01. Friday closed weak at planner_score/compliance 59.0 versus 67.3 seven-day average, with legacy temp compliance 49.0% and VPD compliance 44.2%. The bottleneck was dual-axis, with VPD slightly tighter by percent and heat/VPD-high almost tied by stress hours: heat 10.52h, VPD-high 10.19h, VPD-low 1.45h, cold 0. Dew safety held (dp_margin_min_f 7.9F, 0 dp-risk hours). Cost fields are unavailable; water was 211 gal total and 52 gal mister water, essentially flat versus the 214 gal seven-day average, so water is not the binding constraint today. I evaluated iris-20260731-2016 at 4/10 versus deterministic anchor 1. The gap is intentional: I credit dew safety and no cold/VPD-low in its window, while the anchor correctly penalizes 693 VPD-high guardrail events and 648 held events. That means the outcome was safe but the materialization was dirty… Result: SUNSET plan window validated before the 2026-08-02 SUNRISE plan. The window scorecard shows weak corridor control: planner_score/compliance 45.4, temp compliance 44.6%, VPD compliance 41.4%, with stress split heat 0.54h, VPD-high 0.46h, VPD-low 0.09h, and no cold. The hypothesis correctly identified a dew-safe dry evening and need for bounded recovery before Sunday heat, and dew safety held. It did not produce a clean compliance outcome: VPD remained the tighter axis, daily water was elevated at 376 gal vs 213 gal 7d average, and recent clamp/guardrail evidence shows moisture requests still depended on VPD-high guardrail repair. I score it 4/10: safe and directionally correct, but weak compliance and dirty materialization under hot/dry pressure. Score: 4/10

New finding: On extreme hot/dry evenings after a high-water day, bounded wet recovery can be biologically safe but still score poorly if it relies on dispatcher moisture guardrails; keep assist available until observed VPD recovery, but request guardrail-clean band-relative values and treat additional water as marginal unless response priors show VPD error improvement. → Added to Lessons Learned

Hypothesis

Testing: Overnight two-phase taper before extreme Sunday: bounded dew-safe evening VPD recovery, midnight/pre-dawn water taper, then guardrail-clean morning pre-stage. Expected outcome: 0 dp-risk hours overnight; avoid additional cold stress; hold VPD-low below 1h after midnight; improve Sunday morning readiness with fewer VPD-high guardrail holds than the 315-event midnight plan evaluation.

Conditions

Outdoor peak

103.0°F

RH minimum

7.0%

Solar peak

921.0 W/m²

Cloud average

55.0%

dew-safe warm sunset at the VPD high edge after a weak hot/dry day; overnight remains dry through midnight then eases by pre-dawn; Sunday is extreme hot/dry and partly physics-limited.

Expected stress windows

vpd_highmedium · 2026-08-01T20:10:00-06:00 to 2026-08-02T01:00:00-06:00

bounded evening recovery while dew margin is >14F and east zone is dry; keep moisture engage near the high edge but avoid heavy fog after the fog window

vpd_lowlow · 2026-08-02T04:00:00-06:00 to 2026-08-02T07:00:00-06:00

pre-dawn mist-duty taper, higher dew floor, and higher resource sensitivity as humidity holds and temperature falls

vpd_highhigh · 2026-08-02T08:00:00-06:00 to 2026-08-02T23:30:00-06:00

guardrail-clean band-coupled wet assist with moisture engage near vpd_high+0.03-0.05, all-zone +0.20, and fog escalation 0.15 during the fog-safe window

heathigh · 2026-08-02T11:00:00-06:00 to 2026-08-02T21:00:00-06:00

thermal lead, solar pre-cool, all-fan cooling authority, evaporative assist, and explicit acceptance of structural heat above exhaust capacity

Parameter rationale

mister_engage_kpa1.0 → 1.27; live VPD is at the 1.22 kPa high edge with east at 1.29 kPa, while overnight raw VPD remains above band until after midnight

preserve dew-safe evening wet assist near the high edge without requesting values that the VPD-high guardrail must hold down

mister_all_kpa1.2 → 1.47; current zone spread is large and Sunday will be broad hot/dry with raw VPD >6 kPa

allow all-zone assist during confirmed dry stress while tapering overnight duty through mist_duty_limit_pct

mister_pulse_gap_s30.0 → 35.0; evening still needs recovery but south is already wetter than east and pre-dawn humidity will hold

reduce water and VPD-low risk overnight while keeping active dry-stress recovery available

fog_escalation_kpa0.2 → 0.15; Sunday VPD-high overlaps the 07:00-17:00 fog window with dew margin expected above 8F

make the 7x fog path available during Sunday hot-dry VENTILATE, but hold fog back overnight because it is outside the window

mister_water_budget_gal280.0 → 300.0; water use was elevated but VPD-high still dominated, and Sunday is extreme hot/dry

avoid budget-limited VPD recovery Sunday while the overnight transitions raise resource sensitivity and duty taper

Setpoints

Saturday August 01

Primary crop-band changes:

Time	Values	Note
20:10	hyst 0.1875	evening_settle: live VPD is at the high edge with safe 14F d

Tactical tunable changes:

Time	Values	Note
20:10	s2 1.905; cool_exit 1.6; all_fans 0; dw_stress 1; dw_until 23; engage 1.27; all 1.47; pulse 33.75; gap 41.25; wt 1.7	evening_settle: live VPD is at the high edge with safe 14F d

Sunday August 02

Primary crop-band changes:

Time	Values	Note
00:00	hyst 0.1875	midnight_posture: forecast remains dry but temperature is fa
04:30	hyst 0.1875	pre_dawn: VPD forecast eases toward the corridor, so prevent
06:30	hyst 0.1875	sunrise_ramp: reopen the moisture surface as solar and VPD s
08:30	hyst 0.1875	morning_extreme_prestage: Sunday heat/VPD is forecast to be

Tactical tunable changes:

Time	Values	Note
00:00	s2 1.905; cool_exit 1.6; all_fans 0; dw_stress 1; dw_until 21; engage 1.27; all 1.47; pulse 33.75; gap 41.25; wt 1.7	midnight_posture: forecast remains dry but temperature is fa
04:30	s2 1.87; cool_exit 1.6; all_fans 0; dw_stress 1; dw_until 21; engage 1.27; all 1.47; pulse 33.75; gap 41.25; wt 1.7	pre_dawn: VPD forecast eases toward the corridor, so prevent
06:30	s2 1.7650000000000001; cool_exit 1.6; all_fans 0; dw_stress 1; dw_until 23; engage 1.27; all 1.47; pulse 33.75; gap 41.25; wt 1.7	sunrise_ramp: reopen the moisture surface as solar and VPD s
08:30	s2 1.6500000000000001; cool_exit 1.6; all_fans 0; dw_stress 1; dw_until 23; engage 1.25; all 1.42; pulse 41.25; gap 30; wt 1.7666666666666666	morning_extreme_prestage: Sunday heat/VPD is forecast to be

Changed secondary parameters:

Time	Parameter	Change
20:10	band_track_fraction	initial 0
20:10	cold_vent_guard_delta_f	initial 8
20:10	cool_stage2_exit_hysteresis_f	initial 1
20:10	direct_wet_stress_min_dew_margin_f	initial 8
20:10	direct_wet_stress_vpd_margin_kpa	initial 0.05
20:10	dwell_gate_ms	initial 210000
20:10	enthalpy_close	initial 1
20:10	enthalpy_open	initial -2
20:10	fog_escalation_kpa	initial 0.25
20:10	heat_hysteresis	initial 1
20:10	min_fog_off_s	initial 72
20:10	min_fog_on_s	initial 59.25
20:10	mist_backoff_s	initial 600
20:10	mist_max_closed_vent_s	initial 600
20:10	mist_thermal_relief_s	initial 90
20:10	mister_all_delay_s	initial 75
20:10	mister_engage_delay_s	initial 37.5
20:10	mister_water_budget_gal	initial 240
20:10	night_vpd_bias_kpa	initial 0
20:10	outdoor_staleness_max_s	initial 600
20:10	sw_dwell_gate_enabled	initial 1
20:10	sw_fog_closes_vent	initial 1
20:10	sw_mister_closes_vent	initial 0
20:10	sw_summer_vent_enabled	initial 1
20:10	temp_hysteresis	initial 1.6
20:10	vent_exchange_fraction	initial 0.3
20:10	vent_prefer_dp_delta_f	initial 3
20:10	vent_prefer_temp_delta_f	initial 4
20:10	vpd_watch_dwell_s	initial 52.5
00:00	direct_wet_stress_min_dew_margin_f	8 → 9
00:00	mister_water_budget_gal	240 → 180
04:30	cold_vent_guard_delta_f	8 → 7
04:30	direct_wet_stress_min_dew_margin_f	9 → 10
04:30	mister_water_budget_gal	180 → 160
04:30	vent_prefer_temp_delta_f	4 → 3
06:30	direct_wet_stress_min_dew_margin_f	10 → 9
06:30	mister_water_budget_gal	160 → 240
08:30	direct_wet_stress_min_dew_margin_f	9 → 8
08:30	direct_wet_stress_vpd_margin_kpa	0.05 → 0.03
08:30	fog_escalation_kpa	0.25 → 0.15
08:30	min_fog_off_s	72 → 54
08:30	min_fog_on_s	59.25 → 66
08:30	mister_water_budget_gal	240 → 300

End-of-Day Summary

Climate

Temperature

67.7–86.4°F; avg 76.5°F

VPD

0.62–2.07 kPa; avg 1.13 kPa

Relative humidity

37.7–75.2%

Interior Light Evidence

Crop DLI: unavailable
Reason: source_reading_missing
Provenance: legacy_invalid_exterior_proxy_plus_fixture_estimate
Validity: dli-validity-v1; 2024-01-01T00:00:00+00:00 → open
Qualified-light minutes and photoperiod remain independent of unavailable DLI.

Stress Hours

Heat stress (>85°F): 3.6h
VPD stress (>2.0 kPa): 9.3h
Cold stress (<55°F): 9.9h

Economics

Electric

Not available

Gas

USD 0.00

Water

USD 1.820

Total

Not available

Equipment Runtimes

Equipment	Runtime	Reading
Fan 1	600 min	Primary exhaust runtime.
Fan 2	596 min	Secondary exhaust runtime.
Vent	757 min	Intake vent runtime.
Fog	296 min	Fogger runtime.
Heat 1 electric	51 min	Electric heater runtime.
Heat 2 gas	0 min	Gas heater runtime.
Grow lights	606 min	Supplemental lighting runtime.
Mister south	0.00h	South mister runtime.
Mister west	0.00h	West mister runtime.
Mister center	2.32h	Center mister runtime.

Water

Total: 376 gal
Mister: 111 gal

Crop Health (Gemini Vision)

Crop	Zone	Health	Observations	Note
Lime Tree	west	77%	7	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.
pepper	east	73%	3	Observation notes are collapsed below to avoid publishing partial vision snippets.

Vision observation notes

Lime TreeGemini Vision notes

Appears healthy with adequate soil moisture. || Appears healthy, soil moisture is adequate. || Foliage looks green and healthy, no obvious signs of stress. || Lime tree appears healthy with adequate soil moisture. || Lime tree in the west zone appears stable, though visibility is limited in the dark. || Potted plant on west shelf appears vegetative. Hard to assess detailed health in IR, but structure looks intact. || Tree appears healthy, no obvious signs of stress.

Vanda OrchidsGemini Vision notes

Hanging orchid is in full bloom with healthy roots visible. || Hanging orchids appear healthy with extensive root systems visible. || Hanging orchids appear healthy, though difficult to assess fully in IR light. || Hanging orchids appear healthy, though lighting is somewhat low. || Hanging plants appear stable, though resolution limits detailed inspection.

pepperGemini Vision notes

Seedlings appear healthy, but difficult to assess fully in IR light. || Seedlings appear to be establishing in the hydroponic system. || Seedlings in hydroponic system appear healthy in IR view, no obvious signs of stress.

Hourly Pattern

Hour	Temperature	VPD	RH
12:00	83.9°F	1.29 kPa	67.9%
13:00	84.6°F	1.19 kPa	70.9%
14:00	84.4°F	1.20 kPa	70.6%
15:00	85.0°F	1.42 kPa	66.5%
16:00	83.6°F	1.36 kPa	66.3%
17:00	82.2°F	1.17 kPa	69.3%
18:00	81.3°F	1.24 kPa	66.2%
19:00	78.7°F	1.21 kPa	64.0%
20:00	76.4°F	1.20 kPa	61.4%
21:00	74.3°F	1.15 kPa	60.3%
22:00	72.8°F	1.08 kPa	60.9%
23:00	71.4°F	0.92 kPa	64.9%
00:00	70.0°F	0.86 kPa	65.5%
01:00	69.6°F	0.90 kPa	63.5%
02:00	68.7°F	0.78 kPa	67.5%
03:00	68.8°F	0.67 kPa	72.0%
04:00	69.2°F	0.70 kPa	71.5%
05:00	69.9°F	0.67 kPa	73.7%
06:00	70.5°F	0.68 kPa	73.8%
07:00	72.4°F	0.75 kPa	72.6%
08:00	74.0°F	0.83 kPa	71.3%
09:00	75.4°F	0.87 kPa	71.2%
10:00	78.4°F	1.16 kPa	65.6%
11:00	81.4°F	1.16 kPa	68.8%

7-Day Stress Context

Date	Heat	VPD high	Cold
2026-07-26	8.7h	11.4h	3.7h
2026-07-27	2.3h	7.2h	3.0h
2026-07-28	2.1h	3.7h	8.2h
2026-07-29	2.3h	2.5h	9.8h
2026-07-30	3.2h	7.8h	7.9h
2026-07-31	3.4h	5.8h	10.0h
2026-08-01	3.7h	9.3h	9.9h

Lab

August 01, 2026

Planner Execution Ledger

🌅 Morning Cycle (12:19 AM) — iris-20260801-0017

Reflection

Hypothesis

Setpoints

Saturday August 01

Sunday August 02

Monday August 03

🌅 Morning Cycle (6:02 AM) — iris-20260801-0600

Reflection

Hypothesis

Setpoints

Saturday August 01

Sunday August 02

Monday August 03

🌆 Evening Cycle (8:16 PM) — iris-20260801-2015

Reflection

Hypothesis

Setpoints

Saturday August 01

Sunday August 02

End-of-Day Summary

Climate

Interior Light Evidence

Stress Hours

Economics

Equipment Runtimes

Water

Crop Health (Gemini Vision)

Hourly Pattern

7-Day Stress Context

🌅 Morning Cycle (12:19 AM) — `iris-20260801-0017`

🌅 Morning Cycle (6:02 AM) — `iris-20260801-0600`

🌆 Evening Cycle (8:16 PM) — `iris-20260801-2015`