Professional Engineering Console

Telemetry & Observability Dashboard

Connected Snapshot-only Updated — status.json

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.

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%NORMAL

LIVE ARCHITECTURE

Snapshot-driven engine map

observer only
TDS APIHealthy
Swiss IndexHealthy
Radix RouterHealthy
Chunk ManagerHealthy
DiagnosticsObserver
CompressionEnabled
PersistenceHealthy

Current Workload

idle
Idle0%

Reads 0%

Writes 0%

Maintenance 0%

Idle 100%

Top Namespaces

operations

Current Operation

Idle

Waiting for engine activity

Duration 0 ms

Persistence Queue

0

Pending Operations

Flush Rate 0 / sec

ASI STORM READINESS

Adaptive pressure monitor

NORMAL
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

snapshot

Chunk Pending0

Chunk Quarantined0

Snapshot Lag0

Telemetry Dropped0

GIL Reacquire Rate0

Swiss Probe Pressure0

PRESSURE CALCULATIONS ENGINE

Component pressure

stable

Engine0%

Storage0%

Index0%

Lock0%

Diagnostic Ring0%

Memory0%

Python Bridge0%

Dashboard0%

Pressure causes

derived

Scores are derived from copied counters, transition-ring metadata, and immutable telemetry snapshots only.

Chunk lifecycle

sealed-first
AllocatedSealedVerifiedIndexedExposed

Sealed0

Verified0

Indexed0

Exposed0

Performance

live snapshot

Reads / sec0

Writes / sec0

Deletes / sec0

Avg Lookup0 ms

Avg Insert0 ms

Avg Chunk Create0 ms

Persistence Flush0 ms

Compression Ratio1x

Indexes

Swiss + Radix

Swiss Entries0

Load Factor0%

Avg Probe0

Max Probe0

Tombstones0

Radix Routers0

Radix Avg Steps0

Radix Max Depth0

Storage

chunked

Entries0

Chunks Created0

Active Chunks0

Avg Chunk Size—

Largest Chunk—

CompressionEnabled

Total Data Size—

On-Disk Size—

System

runtime

Uptime00:00:00

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

DISABLED

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

loss tolerant

CSV INTERPOLE MONITOR

Evidence-fixed semantic-readiness telemetry

WAITING
Ring Statewaiting
Mirror Feedbackwaiting
Kernel Readinesswaiting
Performance Gateswaiting
0%

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

snapshot only

TIMELINE RING

Stage movement nodes

evidence neutral

GATE STACK

Readiness and parity gates

fail closed

DETERMINANT LANES

Pressure signals

no semantics

SNAPSHOT LOG

Compact monitor events

read only

ANALYTICS · NATIVE SPIRAL RANK ENGINE

Ranking feedback telemetry

WAITING
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

top 0

RUN HISTORY

Timing trend

last 24

SNAPSHOT EXPLORER

Immutable telemetry snapshots

observer-safe
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

transition-fed

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

trend-ready
Swiss index0%load factor
Radix router0avg steps
Storage0entries
Native bridge0%native execution

Swiss probe pressure0

Active chunks0

Memory pressure0%

Dashboard pressure0%

RECOVERY PLANNER

Advisory recovery state

Stable
Primary subsystemSystemRecovery Planner is observing pressure snapshots and no action is currently required.
Plan confidence0%

advisory only

ALERTS & EVENTS

Operational event stream

ring-buffer aware

Alerts are derived from pressure, native diagnostics, recovery planner, and dropped-event counters. They are informational and do not mutate TDS state.

Recommendations

measured only

Security

local admin

Local-only browser binding

Short-lived config grants

Immutable RuntimeConfig promotion

Audit trail for admin actions

BROWSER SETTINGS

General Settings

browser local

These browser preferences are stored locally and do not alter the native storage engine.

TIMELINE

Operational storyline

recent events