F1 race prediction deadline refresh

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Friday/Saturday guarded deadline refresh of F1 prediction (MC-4875): 04:00, 08:00, 12:00, and 19:00 SAST (02:00/06:00/10:00/17:00 UTC). Each slot picks up fresh sprint / practice data, re-runs the full pipeline, and auto-submits the full race picks (Pole + Top 10 in order + Fastest Lap) to Superbru — but only while the submission window is still open (see deadline-aware safety below).

Why guarded windows: the scheduler only supports static cron, so the safe strategy is bounded frequent windows plus fail-closed deadline checks in run_weekly.py. The Friday windows cover Friday qualifying weekends such as Azerbaijan (12:00 UTC qualifying covered by the 10:00 UTC guard). The Saturday 02:00 UTC guard covers very early qualifying such as Australia 05:00 UTC, Japan 06:00 UTC, and Las Vegas 04:00 UTC; the Saturday 06:00 UTC guard covers China 07:00 UTC. The 10:00/17:00 UTC guards preserve later-weekend visibility. After a deadline has passed, later slots self-skip, so no double-submit and nothing is overwritten after the deadline.

Same run_weekly.py script as the Thursday task — find_upcoming_race finds races within 0-4 days, so today's race (1 day out) is captured.

Deadline-aware safety: run_weekly.main() calls submission_window_open(race) which checks now < qualifying_utc. If Qualifying has already started (earlier weekend slot), the submit step is skipped — Telegram notes "Superbru auto-submit skipped: qualifying already started at " and nothing is overwritten.

Sprint team pick is handled by the separate f1-sprint-pick task at Sat 04:00/06:00 SAST, gated by sprint_window_open(race). This refresh does NOT re-submit the sprint team pick.

Goal: lock in updated race picks before each race's Quali deadline, still earning the +2 EBP. Future improvement: fully deadline-aware scheduling that reads qualifying_utc per race instead of fixed slots — must keep the existing before-sprint / before-qualifying test gates passing (tests/test_sprint_winner.py::test_saturday_*).

Schedule Fri+Sat at 04:00, 08:00, 12:00, 19:000 4,8,12,19 * * 5,6

EnabledYes

Run Asshell

Timeout3600s

RetryYes

Next Runin 2h (2026-06-13 08:00)

Task Definition

tasks/f1-prediction-saturday.md

Run Asshell

Commandset

Tool-lessNo

BackgroundNo

Runtime profile

Notify destination

cd /home/lucienne/workspace/projects/f1-predictor && /usr/bin/python3.12 run_weekly.py

---
id: f1-prediction-saturday
title: F1 race prediction deadline refresh
schedule: "0 4,8,12,19 * * 5,6"
timeout: 3600
retry: true
enabled: true
notify_to: f1
notify_on: always
run_as: shell
command: cd /home/lucienne/workspace/projects/f1-predictor && /usr/bin/python3.12 run_weekly.py
tags: [f1, prediction]
runtime_profile: claude_sonnet_medium
---

Friday/Saturday guarded deadline refresh of F1 prediction (MC-4875): 04:00,
08:00, 12:00, and 19:00 SAST (02:00/06:00/10:00/17:00 UTC). Each slot picks up
fresh sprint / practice data, re-runs the full pipeline, and auto-submits the
full race picks (Pole + Top 10 in order + Fastest Lap) to Superbru — but only
while the submission window is still open (see deadline-aware safety below).

Why guarded windows: the scheduler only supports static cron, so the safe
strategy is bounded frequent windows plus fail-closed deadline checks in
`run_weekly.py`. The Friday windows cover Friday qualifying weekends such as
Azerbaijan (12:00 UTC qualifying covered by the 10:00 UTC guard). The Saturday
02:00 UTC guard covers very early qualifying such as Australia 05:00 UTC,
Japan 06:00 UTC, and Las Vegas 04:00 UTC; the Saturday 06:00 UTC guard covers
China 07:00 UTC. The 10:00/17:00 UTC guards preserve later-weekend visibility.
After a deadline has passed, later slots self-skip, so no double-submit and
nothing is overwritten after the deadline.

Same `run_weekly.py` script as the Thursday task — find_upcoming_race finds
races within 0-4 days, so today's race (1 day out) is captured.

**Deadline-aware safety:** `run_weekly.main()` calls `submission_window_open(race)`
which checks `now < qualifying_utc`. If Qualifying has already started (earlier
weekend slot), the submit step is skipped — Telegram notes "Superbru auto-submit
skipped: qualifying already started at <time>" and nothing is overwritten.

Sprint **team** pick is handled by the separate `f1-sprint-pick` task at
Sat 04:00/06:00 SAST, gated by `sprint_window_open(race)`. This refresh does
NOT re-submit the sprint team pick.

Goal: lock in updated race picks before each race's Quali deadline, still
earning the +2 EBP. Future improvement: fully deadline-aware scheduling that
reads `qualifying_utc` per race instead of fixed slots — must keep the existing
before-sprint / before-qualifying test gates passing
(`tests/test_sprint_winner.py::test_saturday_*`).

Edit Schedule

Frequency

Result:

Runs (7d)

Completed

Failed

Timeout

100%

Success (7d)

3.3m

Avg Duration

f1 prediction

Run History (7)

Started	Finished	Status	Duration	Output	Log
2h ago	2h ago	completed	4.0m	9_fp_deep_analysis.py (timeout=600s)... [SUCCESS] 09_fp_deep_analysis.py completed [PIPELINE] Saved FP signals (FastF1) ... 9_fp_deep_analysis.py (timeout=600s)... [SUCCESS] 09_fp_deep_analysis.py completed [PIPELINE] Saved FP signals (FastF1) for 0 drivers [PIPELINE] Saved aero/PU signals: 0 teams aero, 0 teams PU [PIPELINE] FastF1 produced 0 drivers — falling back to OpenF1 [PIPELINE] Running 09b_openf1_fp.py (timeout=300s)... [SUCCESS] 09b_openf1_fp.py completed [PIPELINE] Saved FP signals (OpenF1) for 0 drivers [PIPELINE] OpenF1 produced 0 drivers — marking FP analysis degraded [PIPELINE] FP signals degraded for barcelona-2026: OpenF1 produced 0 drivers [PIPELINE] Running 05_model.py (timeout=300s)... [SUCCESS] 05_model.py completed [PIPELINE] Running 11_f1insights.py (timeout=90s)... [SUCCESS] 11_f1insights.py completed [PIPELINE] Running 06_opus_synthesizer.py (timeout=600s)... [SUCCESS] 06_opus_synthesizer.py completed ============================================================ Pipeline Complete Steps run: 11 Failed: 2 Failed steps: ['07_deep_research.py', 'fp_analysis'] ============================================================ F1 Prediction: Barcelona Grand Prix P1: George Russell (Mercedes) P2: Kimi Antonelli (Mercedes) P3: Lando Norris (McLaren) P4: Oscar Piastri (McLaren) P5: Charles Leclerc (Ferrari) P6: Max Verstappen (Red Bull) P7: Lewis Hamilton (Ferrari) P8: Isack Hadjar (Red Bull) P9: Liam Lawson (Racing Bulls) P10: Pierre Gasly (Alpine) Pole: Lando Norris FL: Max Verstappen Qualifying: 2026-06-13 16:00 SAST _9 AI override(s) applied_ Summary: Live FP2 telemetry challenges the model's Antonelli-first call: Russell owns the strongest combined single-lap-plus-race-pace package and takes P1, with Antonelli's lukewarm Friday dropping him to P2. McLaren's one-lap speed (Norris pole, Piastri P4) is undercut by weaker long-run pace, while Verstappen's HARD-tyre race pace flags a recovery drive at an overtaking-starved circuit. Risks: - Qualifying not yet run — grid order speculative; at Barcelona track position outweighs race pace, so a poor Saturday for Russell/Verstappen scrambles this order - McLaren single-lap pace could convert to a front-row lockout and lead from the front, overriding their weaker FP2 race-pace medians Submit before qualifying! _⚠️ Pipeline refresh failed (data source degraded); submitting the most recent prediction so the quali deadline is not missed._ [Superbru] Auto-submitting full picks for barcelona-2026 (sprint constructor/team: not submitted in full-race mode) erbru.com/player/dashboard.php#tab=upcoming [Submit] Active round tab: round7 [Submit] Filling picks (dry_run=False, sprint_only=False) [Submit] Pole: Lando Norris (id=203) [Submit] P1: George Russell (id=205) [Submit] P2: Kimi Antonelli (id=243) [Submit] P3: Lando Norris (id=203) [Submit] P4: Oscar Piastri (id=231) [Submit] P5: Charles Leclerc (id=201) [Submit] P6: Max Verstappen (id=170) [Submit] P7: Lewis Hamilton (id=9) [Submit] P8: Isack Hadjar (id=244) [Submit] P9: Liam Lawson (id=234) [Submit] P10: Pierre Gasly (id=194) [Submit] FL: Max Verstappen (id=170) [Submit] Filled-state screenshot: /home/lucienne/workspace/projects/f1-predictor/data/superbru_filled_barcelona-2026.png [Submit] Clicked Save Picks (#save-button) [Verify] pole: saved=None intended=203 MISMATCH [Verify] pos1: saved=None intended=205 MISMATCH [Verify] pos2: saved=None intended=243 MISMATCH [Verify] pos3: saved=None intended=203 MISMATCH [Verify] pos4: saved=None intended=231 MISMATCH [Verify] pos5: saved=None intended=201 MISMATCH [Verify] pos6: saved=None intended=170 MISMATCH [Verify] pos7: saved=None intended=9 MISMATCH [Verify] pos8: saved=None intended=244 MISMATCH [Verify] pos9: saved=None intended=234 MISMATCH [Verify] pos10: saved=None intended=194 MISMATCH [Verify] lap: saved=None intended=170 MISMATCH [Submit] SAVE NOT VERIFIED — mismatched fields: ['pole', 'pos1', 'pos2', 'pos3', 'pos4', 'pos5', 'pos6', 'pos7', 'pos8', 'pos9', 'pos10', 'lap'] [Submit] FAILED — picks not verified as saved Done: Barcelona Grand Prix prediction generated and sent	View log
11h ago	11h ago	completed	3.6m	.py completed [PIPELINE] FP analysis: trying FastF1 first... [PIPELINE] Running 09_fp_deep_analysis.py (timeout=600s). ... .py completed [PIPELINE] FP analysis: trying FastF1 first... [PIPELINE] Running 09_fp_deep_analysis.py (timeout=600s)... [SUCCESS] 09_fp_deep_analysis.py completed [PIPELINE] Saved FP signals (FastF1) for 0 drivers [PIPELINE] Saved aero/PU signals: 0 teams aero, 0 teams PU [PIPELINE] FastF1 produced 0 drivers — falling back to OpenF1 [PIPELINE] Running 09b_openf1_fp.py (timeout=300s)... [SUCCESS] 09b_openf1_fp.py completed [PIPELINE] Saved FP signals (OpenF1) for 0 drivers [PIPELINE] OpenF1 produced 0 drivers — marking FP analysis degraded [PIPELINE] FP signals degraded for barcelona-2026: OpenF1 produced 0 drivers [PIPELINE] Running 05_model.py (timeout=300s)... [SUCCESS] 05_model.py completed [PIPELINE] Running 06_opus_synthesizer.py (timeout=600s)... [SUCCESS] 06_opus_synthesizer.py completed ============================================================ Pipeline Complete Steps run: 10 Failed: 2 Failed steps: ['07_deep_research.py', 'fp_analysis'] ============================================================ F1 Prediction: Barcelona Grand Prix P1: Kimi Antonelli (Mercedes) P2: George Russell (Mercedes) P3: Lewis Hamilton (Ferrari) P4: Charles Leclerc (Ferrari) P5: Oscar Piastri (McLaren) P6: Lando Norris (McLaren) P7: Max Verstappen (Red Bull) P8: Isack Hadjar (Red Bull) P9: Liam Lawson (Racing Bulls) P10: Pierre Gasly (Alpine) Pole: Kimi Antonelli FL: Kimi Antonelli Qualifying: 2026-06-13 16:00 SAST _2 AI override(s) applied_ Summary: Mercedes heads to high-downforce Barcelona as the clear pace-setter with Antonelli leading a surging Russell, both maxing betting and topping Polymarket. Ferrari's season-long constructor edge (0.68 vs McLaren's 0.48) narrowly holds Hamilton and Leclerc ahead of a fast-climbing McLaren pair, while tyre management on abrasive tarmac and a structurally-weak Red Bull define the chase. Risks: - Saturday qualifying has not run — grid order is speculative and FP2 pace (just released) is not yet in the signal scores - McLaren's betting/Polymarket surge (Norris 10%, Piastri 8.7%) could mean real FP2 pace that flips them ahead of Ferrari — the P3-P6 gap is razor-thin (model scores within 0.04) Submit before qualifying! _⚠️ Pipeline refresh failed (data source degraded); submitting the most recent prediction so the quali deadline is not missed._ [Superbru] Auto-submitting full picks for barcelona-2026 (sprint constructor/team: not submitted in full-race mode) bru.com/player/dashboard.php#tab=upcoming [Submit] Active round tab: round7 [Submit] Filling picks (dry_run=False, sprint_only=False) [Submit] Pole: Kimi Antonelli (id=243) [Submit] P1: Kimi Antonelli (id=243) [Submit] P2: George Russell (id=205) [Submit] P3: Lewis Hamilton (id=9) [Submit] P4: Charles Leclerc (id=201) [Submit] P5: Oscar Piastri (id=231) [Submit] P6: Lando Norris (id=203) [Submit] P7: Max Verstappen (id=170) [Submit] P8: Isack Hadjar (id=244) [Submit] P9: Liam Lawson (id=234) [Submit] P10: Pierre Gasly (id=194) [Submit] FL: Kimi Antonelli (id=243) [Submit] Filled-state screenshot: /home/lucienne/workspace/projects/f1-predictor/data/superbru_filled_barcelona-2026.png [Submit] Clicked Save Picks (#save-button) [Verify] pole: saved=None intended=243 MISMATCH [Verify] pos1: saved=None intended=243 MISMATCH [Verify] pos2: saved=None intended=205 MISMATCH [Verify] pos3: saved=None intended=9 MISMATCH [Verify] pos4: saved=None intended=201 MISMATCH [Verify] pos5: saved=None intended=231 MISMATCH [Verify] pos6: saved=None intended=203 MISMATCH [Verify] pos7: saved=None intended=170 MISMATCH [Verify] pos8: saved=None intended=244 MISMATCH [Verify] pos9: saved=None intended=234 MISMATCH [Verify] pos10: saved=None intended=194 MISMATCH [Verify] lap: saved=None intended=243 MISMATCH [Submit] SAVE NOT VERIFIED — mismatched fields: ['pole', 'pos1', 'pos2', 'pos3', 'pos4', 'pos5', 'pos6', 'pos7', 'pos8', 'pos9', 'pos10', 'lap'] [Submit] FAILED — picks not verified as saved Done: Barcelona Grand Prix prediction generated and sent	View log
18h ago	18h ago	completed	3.5m	00s)... [SUCCESS] 10_f1_editorial.py completed [PIPELINE] FP analysis: trying FastF1 first... [PIPELINE] Running 09_fp ... 00s)... [SUCCESS] 10_f1_editorial.py completed [PIPELINE] FP analysis: trying FastF1 first... [PIPELINE] Running 09_fp_deep_analysis.py (timeout=600s)... [SUCCESS] 09_fp_deep_analysis.py completed [PIPELINE] Saved FP signals (FastF1) for 0 drivers [PIPELINE] Saved aero/PU signals: 0 teams aero, 0 teams PU [PIPELINE] FastF1 produced 0 drivers — falling back to OpenF1 [PIPELINE] Running 09b_openf1_fp.py (timeout=300s)... [SUCCESS] 09b_openf1_fp.py completed [PIPELINE] Saved FP signals (OpenF1) for 0 drivers [PIPELINE] OpenF1 produced 0 drivers — marking FP analysis degraded [PIPELINE] FP signals degraded for barcelona-2026: OpenF1 produced 0 drivers [PIPELINE] Running 05_model.py (timeout=300s)... [SUCCESS] 05_model.py completed [PIPELINE] Running 06_opus_synthesizer.py (timeout=600s)... [SUCCESS] 06_opus_synthesizer.py completed ============================================================ Pipeline Complete Steps run: 10 Failed: 2 Failed steps: ['07_deep_research.py', 'fp_analysis'] ============================================================ F1 Prediction: Barcelona Grand Prix P1: Kimi Antonelli (Mercedes) P2: George Russell (Mercedes) P3: Lewis Hamilton (Ferrari) P4: Charles Leclerc (Ferrari) P5: Lando Norris (McLaren) P6: Oscar Piastri (McLaren) P7: Max Verstappen (Red Bull) P8: Isack Hadjar (Red Bull) P9: Liam Lawson (Racing Bulls) P10: Pierre Gasly (Alpine) Pole: Kimi Antonelli FL: Kimi Antonelli Qualifying: 2026-06-13 16:00 SAST _2 AI override(s) applied_ Summary: Mercedes arrives at high-downforce Barcelona with its 2026 floor upgrade as the clear pace-setter, Antonelli leading Russell on every convergent signal — model, scores, and Polymarket. Ferrari (Hamilton over Leclerc) heads the chase, while McLaren and a structurally-weaker Red Bull leave Norris, Piastri and Verstappen scrapping over the lower podium; abrasive tarmac and high front-left wear make tyre management decisive. Risks: - Saturday qualifying has not run — grid order and the inferred Mercedes front-row lock are speculative - Weather is UNKNOWN: rain at Barcelona would reshuffle toward wet-capable Hamilton/Verstappen and penalise rookie Antonelli Submit before qualifying! _⚠️ Pipeline refresh failed (data source degraded); submitting the most recent prediction so the quali deadline is not missed._ [Superbru] Auto-submitting full picks for barcelona-2026 (sprint constructor/team: not submitted in full-race mode) bru.com/player/dashboard.php#tab=upcoming [Submit] Active round tab: round7 [Submit] Filling picks (dry_run=False, sprint_only=False) [Submit] Pole: Kimi Antonelli (id=243) [Submit] P1: Kimi Antonelli (id=243) [Submit] P2: George Russell (id=205) [Submit] P3: Lewis Hamilton (id=9) [Submit] P4: Charles Leclerc (id=201) [Submit] P5: Lando Norris (id=203) [Submit] P6: Oscar Piastri (id=231) [Submit] P7: Max Verstappen (id=170) [Submit] P8: Isack Hadjar (id=244) [Submit] P9: Liam Lawson (id=234) [Submit] P10: Pierre Gasly (id=194) [Submit] FL: Kimi Antonelli (id=243) [Submit] Filled-state screenshot: /home/lucienne/workspace/projects/f1-predictor/data/superbru_filled_barcelona-2026.png [Submit] Clicked Save Picks (#save-button) [Verify] pole: saved=None intended=243 MISMATCH [Verify] pos1: saved=None intended=243 MISMATCH [Verify] pos2: saved=None intended=205 MISMATCH [Verify] pos3: saved=None intended=9 MISMATCH [Verify] pos4: saved=None intended=201 MISMATCH [Verify] pos5: saved=None intended=203 MISMATCH [Verify] pos6: saved=None intended=231 MISMATCH [Verify] pos7: saved=None intended=170 MISMATCH [Verify] pos8: saved=None intended=244 MISMATCH [Verify] pos9: saved=None intended=234 MISMATCH [Verify] pos10: saved=None intended=194 MISMATCH [Verify] lap: saved=None intended=243 MISMATCH [Submit] SAVE NOT VERIFIED — mismatched fields: ['pole', 'pos1', 'pos2', 'pos3', 'pos4', 'pos5', 'pos6', 'pos7', 'pos8', 'pos9', 'pos10', 'lap'] [Submit] FAILED — picks not verified as saved Done: Barcelona Grand Prix prediction generated and sent	View log
22h ago	22h ago	completed	2.9m	] Running 02_news.py (timeout=300s)... [SUCCESS] 02_news.py completed [PIPELINE] Running 03_reddit.py (timeout=300s)... ... ] Running 02_news.py (timeout=300s)... [SUCCESS] 02_news.py completed [PIPELINE] Running 03_reddit.py (timeout=300s)... [SUCCESS] 03_reddit.py completed [PIPELINE] Running 04_odds.py (timeout=300s)... [SUCCESS] 04_odds.py completed [PIPELINE] Running 08_polymarket.py (timeout=300s)... [SUCCESS] 08_polymarket.py completed [PIPELINE] Running 07_deep_research.py (timeout=600s)... [ERROR] 07_deep_research.py failed: [PIPELINE] Running 10_f1_editorial.py (timeout=300s)... [SUCCESS] 10_f1_editorial.py completed [PIPELINE] FP analysis: practice has not run yet for barcelona-2026 — skipping (expected pre-FP1) [PIPELINE] FP signals degraded for barcelona-2026: pre-FP1: practice not yet run [PIPELINE] Running 05_model.py (timeout=300s)... [SUCCESS] 05_model.py completed [PIPELINE] Running 06_opus_synthesizer.py (timeout=600s)... [SUCCESS] 06_opus_synthesizer.py completed ============================================================ Pipeline Complete Steps run: 10 Failed: 1 Failed steps: ['07_deep_research.py'] ============================================================ F1 Prediction: Barcelona Grand Prix P1: Kimi Antonelli (Mercedes) P2: George Russell (Mercedes) P3: Lewis Hamilton (Ferrari) P4: Charles Leclerc (Ferrari) P5: Lando Norris (McLaren) P6: Oscar Piastri (McLaren) P7: Max Verstappen (Red Bull) P8: Isack Hadjar (Red Bull) P9: Liam Lawson (Racing Bulls) P10: Pierre Gasly (Alpine) Pole: Kimi Antonelli FL: Kimi Antonelli Qualifying: 2026-06-13 16:00 SAST _2 AI override(s) applied_ Summary: Mercedes arrives at high-downforce Barcelona with its 2026 floor upgrade and locks out the front row, Antonelli leading Russell on every convergent signal — model, scores, and Polymarket. Ferrari (Hamilton over Leclerc) heads the chase, while a reverted McLaren upgrade and Red Bull's structural deficit leave Norris, Piastri and Verstappen scrapping over the lower podium and top-7. Risks: - Saturday qualifying has not run — the front-row 'P1/P2' lockout is inferred from editorial quotes, not a confirmed grid - Weather is UNKNOWN: rain at Barcelona would reshuffle toward wet-capable Hamilton/Verstappen and penalise rookie Antonelli Submit before qualifying! _⚠️ Pipeline refresh failed (data source degraded); submitting the most recent prediction so the quali deadline is not missed._ [Superbru] Auto-submitting full picks for barcelona-2026 (sprint constructor/team: not submitted in full-race mode) bru.com/player/dashboard.php#tab=upcoming [Submit] Active round tab: round7 [Submit] Filling picks (dry_run=False, sprint_only=False) [Submit] Pole: Kimi Antonelli (id=243) [Submit] P1: Kimi Antonelli (id=243) [Submit] P2: George Russell (id=205) [Submit] P3: Lewis Hamilton (id=9) [Submit] P4: Charles Leclerc (id=201) [Submit] P5: Lando Norris (id=203) [Submit] P6: Oscar Piastri (id=231) [Submit] P7: Max Verstappen (id=170) [Submit] P8: Isack Hadjar (id=244) [Submit] P9: Liam Lawson (id=234) [Submit] P10: Pierre Gasly (id=194) [Submit] FL: Kimi Antonelli (id=243) [Submit] Filled-state screenshot: /home/lucienne/workspace/projects/f1-predictor/data/superbru_filled_barcelona-2026.png [Submit] Clicked Save Picks (#save-button) [Verify] pole: saved=None intended=243 MISMATCH [Verify] pos1: saved=None intended=243 MISMATCH [Verify] pos2: saved=None intended=205 MISMATCH [Verify] pos3: saved=None intended=9 MISMATCH [Verify] pos4: saved=None intended=201 MISMATCH [Verify] pos5: saved=None intended=203 MISMATCH [Verify] pos6: saved=None intended=231 MISMATCH [Verify] pos7: saved=None intended=170 MISMATCH [Verify] pos8: saved=None intended=244 MISMATCH [Verify] pos9: saved=None intended=234 MISMATCH [Verify] pos10: saved=None intended=194 MISMATCH [Verify] lap: saved=None intended=243 MISMATCH [Submit] SAVE NOT VERIFIED — mismatched fields: ['pole', 'pos1', 'pos2', 'pos3', 'pos4', 'pos5', 'pos6', 'pos7', 'pos8', 'pos9', 'pos10', 'lap'] [Submit] FAILED — picks not verified as saved Done: Barcelona Grand Prix prediction generated and sent	View log
1d ago	1d ago	completed	3.9m	00s)... [SUCCESS] 02_news.py completed [PIPELINE] Running 03_reddit.py (timeout=300s)... [SUCCESS] 03_reddit.py complet ... 00s)... [SUCCESS] 02_news.py completed [PIPELINE] Running 03_reddit.py (timeout=300s)... [SUCCESS] 03_reddit.py completed [PIPELINE] Running 04_odds.py (timeout=300s)... [SUCCESS] 04_odds.py completed [PIPELINE] Running 08_polymarket.py (timeout=300s)... [SUCCESS] 08_polymarket.py completed [PIPELINE] Running 07_deep_research.py (timeout=600s)... [ERROR] 07_deep_research.py failed: [PIPELINE] Running 10_f1_editorial.py (timeout=300s)... [SUCCESS] 10_f1_editorial.py completed [PIPELINE] FP analysis: practice has not run yet for barcelona-2026 — skipping (expected pre-FP1) [PIPELINE] FP signals degraded for barcelona-2026: pre-FP1: practice not yet run [PIPELINE] Running 05_model.py (timeout=300s)... [SUCCESS] 05_model.py completed [PIPELINE] Running 06_opus_synthesizer.py (timeout=600s)... [SUCCESS] 06_opus_synthesizer.py completed ============================================================ Pipeline Complete Steps run: 10 Failed: 1 Failed steps: ['07_deep_research.py'] ============================================================ F1 Prediction: Barcelona Grand Prix P1: Kimi Antonelli (Mercedes) P2: George Russell (Mercedes) P3: Lewis Hamilton (Ferrari) P4: Charles Leclerc (Ferrari) P5: Oscar Piastri (McLaren) P6: Lando Norris (McLaren) P7: Max Verstappen (Red Bull) P8: Isack Hadjar (Red Bull) P9: Liam Lawson (Racing Bulls) P10: Pierre Gasly (Alpine) Pole: Kimi Antonelli FL: Kimi Antonelli Qualifying: 2026-06-13 16:00 SAST _2 AI override(s) applied_ Summary: Mercedes arrives at high-downforce Barcelona with its first major 2026 floor upgrade and locks out the front row, with Antonelli leading Russell on every convergent signal — model, scores, and Polymarket. Ferrari (Hamilton ahead of Leclerc) heads the chasing pack, while a reverted McLaren upgrade and Red Bull's structural deficit leave Piastri, Norris and Verstappen scrapping over the lower podium and top-7. Risks: - Saturday qualifying has not run — front-row 'P1/P2' lockout is inferred from editorial quotes, not confirmed grid order - Weather is UNKNOWN: rain at Barcelona would reshuffle toward wet-capable Hamilton/Verstappen and penalise rookies (Antonelli) Submit before qualifying! _⚠️ Pipeline refresh failed (data source degraded); submitting the most recent prediction so the quali deadline is not missed._ [Superbru] Auto-submitting full picks for barcelona-2026 (sprint constructor/team: not submitted in full-race mode) bru.com/player/dashboard.php#tab=upcoming [Submit] Active round tab: round7 [Submit] Filling picks (dry_run=False, sprint_only=False) [Submit] Pole: Kimi Antonelli (id=243) [Submit] P1: Kimi Antonelli (id=243) [Submit] P2: George Russell (id=205) [Submit] P3: Lewis Hamilton (id=9) [Submit] P4: Charles Leclerc (id=201) [Submit] P5: Oscar Piastri (id=231) [Submit] P6: Lando Norris (id=203) [Submit] P7: Max Verstappen (id=170) [Submit] P8: Isack Hadjar (id=244) [Submit] P9: Liam Lawson (id=234) [Submit] P10: Pierre Gasly (id=194) [Submit] FL: Kimi Antonelli (id=243) [Submit] Filled-state screenshot: /home/lucienne/workspace/projects/f1-predictor/data/superbru_filled_barcelona-2026.png [Submit] Clicked Save Picks (#save-button) [Verify] pole: saved=None intended=243 MISMATCH [Verify] pos1: saved=None intended=243 MISMATCH [Verify] pos2: saved=None intended=205 MISMATCH [Verify] pos3: saved=None intended=9 MISMATCH [Verify] pos4: saved=None intended=201 MISMATCH [Verify] pos5: saved=None intended=231 MISMATCH [Verify] pos6: saved=None intended=203 MISMATCH [Verify] pos7: saved=None intended=170 MISMATCH [Verify] pos8: saved=None intended=244 MISMATCH [Verify] pos9: saved=None intended=234 MISMATCH [Verify] pos10: saved=None intended=194 MISMATCH [Verify] lap: saved=None intended=243 MISMATCH [Submit] SAVE NOT VERIFIED — mismatched fields: ['pole', 'pos1', 'pos2', 'pos3', 'pos4', 'pos5', 'pos6', 'pos7', 'pos8', 'pos9', 'pos10', 'lap'] [Submit] FAILED — picks not verified as saved Done: Barcelona Grand Prix prediction generated and sent	View log
6d ago	6d ago	completed	2.8m	Race found: Monaco Grand Prix on 2026-06-07 Type: Standard weekend Running pipeline for Monaco Grand Prix (monaco-2026). ... Race found: Monaco Grand Prix on 2026-06-07 Type: Standard weekend Running pipeline for Monaco Grand Prix (monaco-2026)... ============================================================ F1 Predictor Pipeline Race: Monaco Grand Prix Circuit: monaco Sprint: False Date: 2026-06-07 Phase: predict Output: /home/lucienne/workspace/projects/f1-predictor/data/predictions/monaco-2026 ============================================================ [PIPELINE] Running 01_fastf1.py (timeout=300s)... [SUCCESS] 01_fastf1.py completed [PIPELINE] Running 02_news.py (timeout=300s)... [SUCCESS] 02_news.py completed [PIPELINE] Running 03_reddit.py (timeout=300s)... [SUCCESS] 03_reddit.py completed [PIPELINE] Running 04_odds.py (timeout=300s)... [SUCCESS] 04_odds.py completed [PIPELINE] Running 08_polymarket.py (timeout=300s)... [SUCCESS] 08_polymarket.py completed [PIPELINE] Running 07_deep_research.py (timeout=600s)... [SUCCESS] 07_deep_research.py completed [PIPELINE] Running 10_f1_editorial.py (timeout=300s)... [SUCCESS] 10_f1_editorial.py completed [PIPELINE] FP analysis: trying FastF1 first... [PIPELINE] Running 09_fp_deep_analysis.py (timeout=600s)... [SUCCESS] 09_fp_deep_analysis.py completed [PIPELINE] Saved FP signals (FastF1) for 22 drivers [PIPELINE] Saved aero/PU signals: 0 teams aero, 0 teams PU [PIPELINE] Running 05_model.py (timeout=300s)... [SUCCESS] 05_model.py completed [PIPELINE] Running 06_opus_synthesizer.py (timeout=600s)... [SUCCESS] 06_opus_synthesizer.py completed ============================================================ Pipeline Complete Steps run: 10 Failed: 0 ============================================================ F1 Prediction: Monaco Grand Prix P1: Kimi Antonelli (Mercedes) P2: Max Verstappen (Red Bull) P3: George Russell (Mercedes) P4: Lewis Hamilton (Ferrari) P5: Charles Leclerc (Ferrari) P6: Oscar Piastri (McLaren) P7: Lando Norris (McLaren) P8: Nico Hulkenberg (Audi) P9: Isack Hadjar (Red Bull) P10: Gabriel Bortoleto (Audi) Pole: Kimi Antonelli FL: Charles Leclerc Qualifying: 2026-06-06 16:00 SAST _4 AI override(s) applied_ Summary: Qualifying has run and the picture flipped: the model (95% confidence) and Polymarket (57.5%) both crown Antonelli, while the Ferraris' market collapse — Leclerc at 5% despite pole pace and the highest volume — signals grid penalties that bury their raw speed. At a 0%-rain Monaco where track position is everything, Antonelli wins from the front with Verstappen the clear second, Russell next, and the quick-but-penalised Ferraris recovering only to mid-points. Risks: - The Leclerc/Hamilton grid-penalty read is inferred from the Polymarket collapse, not explicit news — if no penalty exists, the pole-sitting Ferrari wins and this order is wrong at the top - Polymarket is thin and can be single-actor distorted; Antonelli's 57.5% and Verstappen's 25.5% may overstate their true odds Submit before qualifying! [Superbru] Submission window closed (2026-06-06 16:00 SAST) — skipping auto-submit Done: Monaco Grand Prix prediction generated and sent	View log
7d ago	7d ago	completed	2.7m	ictor/pipeline/09b_openf1_fp.py", line 451, in <module> sys.exit(main()) ^^^^^^ File "/home/lucienne/ ... ictor/pipeline/09b_openf1_fp.py", line 451, in <module> sys.exit(main()) ^^^^^^ File "/home/lucienne/workspace/projects/f1-predictor/pipeline/09b_openf1_fp.py", line 405, in main meeting = find_meeting(args.race) ^^^^^^^^^^^^^^^^^^^^^^^ File "/home/lucienne/workspace/projects/f1-predictor/pipeline/09b_openf1_fp.py", line 70, in find_meeting r.raise_for_status() File "/home/lucienne/.local/lib/python3.12/site-packages/httpx/_models.py", line 829, in raise_for_status raise HTTPStatusError(message, request=request, response=self) httpx.HTTPStatusError: Client error '401 Unauthorized' for url 'https://api.openf1.org/v1/meetings?year=2026' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401 [PIPELINE] Running 05_model.py (timeout=300s)... [SUCCESS] 05_model.py completed [PIPELINE] Running 06_opus_synthesizer.py (timeout=600s)... [SUCCESS] 06_opus_synthesizer.py completed ============================================================ Pipeline Complete Steps run: 10 Failed: 1 Failed steps: ['fp_analysis'] ============================================================ F1 Prediction: Monaco Grand Prix P1: Charles Leclerc (Ferrari) P2: Lewis Hamilton (Ferrari) P3: George Russell (Mercedes) P4: Kimi Antonelli (Mercedes) P5: Max Verstappen (Red Bull) P6: Lando Norris (McLaren) P7: Oscar Piastri (McLaren) P8: Oliver Bearman (Haas) P9: Esteban Ocon (Haas) P10: Isack Hadjar (Red Bull) Pole: Charles Leclerc FL: Lewis Hamilton Qualifying: 2026-06-06 16:00 SAST _7 AI override(s) applied_ Summary: Monaco is a track-position race with 0% rain, so Saturday quali (not yet run) decides nearly everything. Ferrari look strongest on combined FP pace, home advantage and a heavy Polymarket lean toward Leclerc and Hamilton, so I rank the Ferrari pair ahead of the model's Mercedes-led order. Mercedes (Russell, Antonelli) and a Verstappen single-lap special head the chase. Risks: - Saturday qualifying hasn't run — FP-based pace order can shift and a single lap defines the whole race here - Polymarket is thin and can be single-actor distorted, so Leclerc/Hamilton win odds may be overstated Submit before qualifying! _⚠️ Pipeline refresh failed (data source degraded); submitting the most recent prediction so the quali deadline is not missed._ [Superbru] Auto-submitting full picks for monaco-2026 (sprint constructor/team: n/a (non-sprint)) i) P2: Lewis Hamilton (Ferrari) P3: George Russell (Mercedes) P4: Kimi Antonelli (Mercedes) P5: Max Verstappen (Red Bull) P6: Lando Norris (McLaren) P7: Oscar Piastri (McLaren) P8: Oliver Bearman (Haas) P9: Esteban Ocon (Haas) P10: Isack Hadjar (Red Bull) Pole: Charles Leclerc FL: Lewis Hamilton Sprint team: (skipped — non-sprint weekend) [Superbru] Cookie consent dismissed [Superbru] Email filled via input[type='email'] [Superbru] Password filled via input[type='password'] [Superbru] Clicked login via input[type='submit'][value='Log in'] [Superbru] Logged in — redirected to: https://www.superbru.com/player/dashboard.php#tab=upcoming [Submit] Active round tab: round6 [Submit] Filling picks (dry_run=False, sprint_only=False) [Submit] Pole: Charles Leclerc (id=201) [Submit] P1: Charles Leclerc (id=201) [Submit] P2: Lewis Hamilton (id=9) [Submit] P3: George Russell (id=205) [Submit] P4: Kimi Antonelli (id=243) [Submit] P5: Max Verstappen (id=170) [Submit] P6: Lando Norris (id=203) [Submit] P7: Oscar Piastri (id=231) [Submit] P8: Oliver Bearman (id=236) [Submit] P9: Esteban Ocon (id=184) [Submit] P10: Isack Hadjar (id=244) [Submit] FL: Lewis Hamilton (id=9) [Submit] Filled-state screenshot: /home/lucienne/workspace/projects/f1-predictor/data/superbru_filled_monaco-2026.png [Submit] Clicked Save Picks (#save-button) [Submit] Save click error: Page.reload: net::ERR_ABORTED; maybe frame was detached? Call log: - waiting for navigation until "networkidle" Done: Monaco Grand Prix prediction generated and sent	View log

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