STAQTAPP-TDS CONTROL CENTER
Live engine observation without touching the hot path.
The dashboard consumes cached telemetry snapshots from TDS, keeping Swiss table, radix, chunking, serialization, and persistence independent from browser feedback.
Professional Engineering Console
Telemetry & Observability Dashboard
System HealthHEALTHY
99%
All systems operational
Active RuntimeConfigrc-000Generation 0
Reads / sec0snapshot counter
Writes / sec0write pressure
Avg Lookup0 mshot path latency
Memory Use—
ASI Pressure0%NORMALLIVE ARCHITECTURE
Snapshot-driven engine map
TDS APIHealthy
Swiss IndexHealthy
Radix RouterHealthy
Chunk ManagerHealthy
DiagnosticsObserver
CompressionEnabled
PersistenceHealthyCurrent Workload
idleIdle0%
Reads 0%
Writes 0%
Maintenance 0%
Idle 100%
Top Namespaces
operationsCurrent Operation
Idle
Waiting for engine activity
Duration 0 msPersistence Queue
0
Pending Operations
Flush Rate 0 / secASI STORM READINESS
Adaptive pressure monitor
0%
active
The dashboard observes immutable snapshots only. Under pressure, telemetry detail can degrade before chunk admission, radix routing, or Swiss-table integrity are affected.
Storm inputs
snapshotChunk Pending0
Chunk Quarantined0
Snapshot Lag0
Telemetry Dropped0
GIL Reacquire Rate0
Swiss Probe Pressure0
PRESSURE CALCULATIONS ENGINE
Component pressure
Engine0%
Storage0%
Index0%
Lock0%
Diagnostic Ring0%
Memory0%
Python Bridge0%
Dashboard0%
Pressure causes
derivedScores are derived from copied counters, transition-ring metadata, and immutable telemetry snapshots only.
Chunk lifecycle
sealed-firstAllocatedSealedVerifiedIndexedExposed
Sealed0
Verified0
Indexed0
Exposed0
Performance
live snapshotReads / sec0
Writes / sec0
Deletes / sec0
Avg Lookup0 ms
Avg Insert0 ms
Avg Chunk Create0 ms
Persistence Flush0 ms
Compression Ratio1x
Indexes
Swiss + RadixSwiss Entries0
Load Factor0%
Avg Probe0
Max Probe0
Tombstones0
Radix Routers0
Radix Avg Steps0
Radix Max Depth0
Storage
chunkedEntries0
Chunks Created0
Active Chunks0
Avg Chunk Size—
Largest Chunk—
CompressionEnabled
Total Data Size—
On-Disk Size—
System
runtimeUptime00:00:00
BackendNative
Native Execution0%
Python Execution0%
GIL Released0%
Python↔Native / sec0
Native Batch Ops0
Pool Reuse0%
Allocator Calls0
GIL Released Ops / sec0
Python Fallback / sec0
Snapshot Age—
Dashboard Load<1%
Refresh Interval{refresh}s
Deep Diagnosticsmanual only
NATIVE DIAGNOSTICS ENGINE
Observer subsystem
Sequence0
Snapshot Build0 ns
Events Dropped0
Ring Occupancy0/0
GIL Released Calls0
Python↔Native0
Slot Transitions0
Index Transitions0
Memory Transitions0
Diagnostics owns no storage objects and mutates no VFS, chunk, or index state. It consumes copied counters and emits immutable snapshots only.
TRANSITION RING
Recent native events
CSV INTERPOLE MONITOR
Evidence-fixed semantic-readiness telemetry
Ring Statewaiting
Mirror Feedbackwaiting
Kernel Readinesswaiting
Performance Gateswaiting0%
Ring fingerprint—
Mirror fingerprint—
IR readiness0%
Feedbackwaiting
Read-only Browser snapshot: pressure and readiness are displayed with no schema inference, no entity inference, no Interpole mutation, and no formal IR commitment.
STATUS CARDS
Monitor surfaces
TIMELINE RING
Stage movement nodes
GATE STACK
Readiness and parity gates
DETERMINANT LANES
Pressure signals
SNAPSHOT LOG
Compact monitor events
ANALYTICS · NATIVE SPIRAL RANK ENGINE
Ranking feedback telemetry
Total rank runs0observer-only feedback
Last elapsed0 msrolling average 0 ms
Native Path0%
Fallback Path0%
Input Count0
Ranked Count0
Limited Output0
Dropped by Limit0
Score Range— → —
Mean Score—
Scoring / Sorting / Shaping0 / 0 / 0 ms
Config—
Analytics view: live Spiral Rank feedback and immutable statistics are rendered from cached observer snapshots only. Ranking remains observer-safe and never controls locks, policies, payload reads, or storage mutation.
TOP-N TRACE FEEDBACK
Latest ranked traces
RUN HISTORY
Timing trend
SNAPSHOT EXPLORER
Immutable telemetry snapshots
Snapshot sequence0waiting for cached status
Snapshot age—browser-side freshness estimate
Native build cost0 ns
Diagnostic ring fill0%
Events dropped0
Server time—
Snapshot Explorer shows copied status payloads only. It never walks native storage state from the browser.
LOCK CONTENTION
Native wait-state diagnostics
Lock pressure0%
Python bridge pressure0%
Ring pressure0%
Python↔Native transitions0
GIL released calls0
Slot transitions0
Index transitions0
COMPARATIVE VIEWS
Radix, Swiss, storage, and bridge comparison
Swiss index0%load factorRadix router0avg steps
Storage0entriesNative bridge0%native executionSwiss probe pressure0
Active chunks0
Memory pressure0%
Dashboard pressure0%
RECOVERY PLANNER
Advisory recovery state
Primary subsystemSystemRecovery Planner is observing pressure snapshots and no action is currently required.
Plan confidence0%
advisory only
ALERTS & EVENTS
Operational event stream
Alerts are derived from pressure, native diagnostics, recovery planner, and dropped-event counters. They are informational and do not mutate TDS state.
Recommendations
measured onlySecurity
local admin
Local-only browser binding
Short-lived config grants
Immutable RuntimeConfig promotion
Audit trail for admin actions
BROWSER SETTINGS
General Settings
These browser preferences are stored locally and do not alter the native storage engine.
TIMELINE