Documentation IndexFetch the complete documentation index at: /docs/llms.txtUse this file to discover all available pages before exploring further.
Fetch the complete documentation index at: /docs/llms.txt
Use this file to discover all available pages before exploring further.
View and stream logs from experiments, agents, deployments, and system events.
hubify logs
hubify logs --follow
hubify logs --tail 50
[14:02] [agent:research-lead] Completed TSK-342: MCMC convergence check [14:01] [experiment:EXP-054] QC gate PASS (R-hat: 1.03) [14:00] [deploy:DEP-001] Chain 6/6 converged [13:58] [system] Pod pod-abc1234 GPU utilization: 94% [13:45] [agent:orchestrator] Assigned TSK-342 to Research Lead
--follow
false
--tail <n>
50
--since <duration>
1h
24h
7d
--json
hubify logs --agent "Research Lead"
hubify logs --agent "Orchestrator" --follow
hubify logs --agent "Data Lead" --level error
hubify logs --agent all
[14:02] [research-lead] Completed TSK-342: MCMC convergence check (2m 14s) [13:45] [research-lead] Started TSK-342 [13:40] [research-lead] Received assignment from Orchestrator [13:38] [research-lead] Reviewed EXP-054 outputs, QC PASS [13:35] [research-lead] Pulled 424K posterior samples
--agent <name>
all
--level <level>
debug
info
warn
error
hubify logs --experiment EXP-054
hubify logs --experiment EXP-054 --follow
hubify logs --experiment EXP-054 --stream stderr
[10:42:01] Starting experiment EXP-054 on pod-abc1234 [10:42:03] Running: python run_mcmc.py --config planck_bao.yaml [10:45:12] Chain 1/6: 1,000 samples (R-hat: 1.45) [10:52:30] Chain 1/6: 5,000 samples (R-hat: 1.12) [11:01:44] Chain 1/6: 10,000 samples (R-hat: 1.03) CONVERGED [11:02:01] Chain 2/6: starting... ... [12:57:15] All 6 chains converged. Samples: 60,241 [12:57:16] QC gate: PASS
--experiment <id>
--stream <stream>
stdout
stderr
100
hubify logs --deploy DEP-001
hubify logs --deploy DEP-001 --follow
hubify logs --system
hubify logs --system --level error
[14:05] Pod pod-abc1234 idle for 15m (idle-timeout: 30m) [14:00] Monthly compute spend: $142.50 / $200.00 budget [13:55] Pod pod-o76k3jf self-extending (iteration 271) [13:30] Pod pod-abc1234 created (H100, 50GB disk)
hubify logs --agent "Data Lead" --level error --since 1h
hubify logs --experiment EXP-054 --tail 200 --since 2h
hubify logs --experiment EXP-054 | grep "R-hat"
