Aquaursa status
Live deployment posture, mode, and readiness.
State
Gateway
Evolution telemetry
Quality ceiling, cadence, latency, and stability signals.
Meta state
Goal progress, metabolic fuel, and response posture from the deployed governor.
Arena signals
Live win rate, immune log, and stability cues from the public arena.
Aquaursa
Gen1
Control
Immune log
Lineage & ecology
Population posture and recent skill lineage for auditability.
Cambrian Evolution
Explosive diversification metrics, phase control, and transition alerts.
Phase transition alerts
Automatic detection of readiness for next phase.
No transition alerts
Skill ecology
LoRA population, freshness, and safety posture.
Deployment controls
Hot reloads and guardrails for the meta governor.
Cost & supply
Modal, Supabase, and API cost envelopes with guardrails.
Active jobs
0
Across training and eval queues
Stable
GPU utilization
0%
Across primary pool
Monitoring
Budget burn
$0
Projected monthly spend
At risk
Live telemetry
Loss, accuracy, inflow, and gradient monitoring with annotations
Alerts
Recent anomalies and governance flags
System health
Control plane, telemetry ingest, and artifact registry status.
Budget guardrails
Projections vs. policy caps and upcoming renewals.
Monthly cap
$15k
Auto stop at
$14.5k
Notifications will be sent to ops and research owners before enforcement.
Runs
Filter by dataset, backbone, SKU, or status to compare performance and artifacts.
Run catalog
Selectable list with key metadata and quick deltas.
Run detail
Metrics, merged config snapshot, and artifact access.
Blueprint & SKU
Hydra-aligned selectors with compatibility hints.
Validation report
Deterministic config snapshot with guardrails.
Stage timeline
Autopoiesis transitions, plateau handling, and ramp annotations.
Controls
Safe hot reloads with explicit approvals.
End-to-end intake
Add third-party LoRAs by URL or local file, then run the full pipeline.
Pipeline status
Live stage progression until the skill lands in the ecology.
Current stage
No pipeline running.
Sources
Activity
Skill ecology observability
Population posture, freshness, coverage, and promotion latency.
—Active
—Paused
—Quarantined
—Avg freshness
—Adoption
—Promotion lag
Coverage—
Safety posture—
Skill ecology telemetry
Coverage, freshness, promotion velocity, and guardrail drift.
Ecology incidents & audit
Recent events, safeguards, and promotion history.
Semantic distillation
Teacher alignment, curriculum state, and health.
Teacher → target
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Distillation telemetry
Losses, agreement, and safety drift.
Curriculum timeline
Recent stage transitions and operators.
Loader readiness
Base/expert loaders, tokenizers, and fallbacks.
Distillation controls
Tuning, guardrails, and recovery actions.
Skill synthesizer
Queue, active synthesis, and safety posture.
Active skill
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Dependency readiness
Quality gate telemetry
Verifier-backed checks on freshly tuned adapters.
Synthesizer controls
Batching, concurrency, and review hooks.
Scorecards
Audit-ready exports and risk annotations; badges show governance status (`verified`, `teacher_unavailable`, `teacher_disabled`, `student_failed`).
Changelog
Who changed what and when.
Risk register
Outstanding actions and mitigations.
Admin / Billing
Configure provider pricing, currency, discounts, and guardrails; reconcile live rates and usage.
Provider pricing & overrides
Administer Modal, Supabase, and API unit costs with discounts, tax, and source-of-truth selection.
Guardrails & caps
Manually adjust monthly caps and auto-stop thresholds with hot reload.