PulseFlow Governor · Pulse Feedback Modulation Lab

Graph Source

LIVE · CURRENT SESSION

Visible window

Machine State

0.00

Filtered composite stress. The compositor renormalizes available CPU, RAM, GPU, thermal, queue, and latency channels.

Process State

--%

No governed process is attached.

Prediction Residue

0.000

The difference between observed and predicted stress. Residue is retained as bounded modulation memory.

I/O Signal

0.0 t/s

Waiting for an agent or workload signal.

Recent Observation Frames

Sequence	CPU	GPU	RAM	Temp	Stress	Residue	QoS

Condition · O-planeACQUIRING

Turbulence—

PhaseHOLD

Error |e|0.000

Drift δ0.000

Slack r—

Eco P—

Transduct T—

Recovery—

EnvelopeADM

Cont. debt D0.00

Oscillation coherence ⓘ--%

Raw driftFiltered flowOBSERVE

Arbiter · E/C-planeM_L

Regime m*LOCAL

Legitimacy q—

Integrity p—

Freshness f—

Margin μ—

Contradiction ω—

Clock1.00 Hz

Cycle / Δt0 · 1000 ms

λ lock—

Switch costHOLD

RUNTIME IDLE

CPUHost load --%
Target process --%

RAMPressure --%
Used -- GB

GPUHost load --%
Temperature --°C

I/OAgent queue 0
Latency 0 ms

Authorized envelope0%Capacity signal0%Controller effort0%MONITOR ONLY

Target UNBOUNDProcess QoS OFFAgent adapter WAIT

— Data flow
— Pulse modulation
··· Residual feedback
– – Agent directive

System stability
ACQUIRING

Confidence 0.00

Oscillation--%

Raw Filtered λ lock

Reverberation--

Residue Recovery λ sync

λ sync — samples · heat —

Active Dataset

--
0 B persisted as JSONL observation frames.

Persistence Contract

Dₜ = (Xₜ, Aₜ, Rₜ, Yₜ₊Δ)
Every interval stores machine and workload state, selected action, unresolved residue, measured outcome, and rolling metrics.

Saved Sessions

Session	Samples	Bytes	Last sample	Target

After each recording: Learn All → Graph Blobs summarizes inactive sessions, calibrates Futurist skill, stores a compact graph blob, and deletes heavy raw JSONL. The active session is protected.

No session compacted in this run.

Latest Frame

Waiting for first observation frame…

Iteration Memory

Compact, graph-ready evidence survives after raw recordings are analyzed and deleted.

Cortex Boundary

INDEX + RECALL

PulseFlow owns telemetry and control. Cortex remembers discoveries and evidence provenance; it cannot change runtime authority.

Pressure Transduction

Pressure simultaneously accumulating in some resources and dissipating in others.

Net Vector Pressure

Accumulation minus dissipation. A near-zero value does not imply that the system stood still.

Custom Iteration Graph

Select an iteration and any two normalized signals.

Learned Iterations

Iteration	Version	Samples	Raw reclaimed	Transduction	Slack

Discoveries

No compact learning iteration loaded.

Know Thy System

Adaptive profile not loaded.

Envelope

HOLD

Multi-horizon foresight is advisory only and never widens authority.

Pressure Risk

--%

Bounded risk of crossing the configured pressure limit inside the forecast horizon.

Skill vs Persist

Calibrated when a session is learned into a graph blob.

Stress H=5

RAM H=5

Governor Ability

Eco duty and actuation rate while Active.

Memory Guards

Adaptive soft / hard / critical thresholds.

Futurist Channels

Waiting for multi-horizon forecast…

Current Resource-Homeostasis Directive

BALANCED

Waiting for telemetry.

Concurrency

Batch Size

Token Budget Scale

0.00

Retrieval Depth Scale

0.00

Development Stage Gate

Bounded gain writes remain disabled unless explicitly enabled in configuration. Agent-policy mode exposes recommendations; the external agent chooses whether to obey them.

Adaptive Tuner

INACTIVE

Waiting for finalized evidence.

Tuning Evidence

Finalized samples · confidence 0.00 · applied NO

Machine-Readable Directive

{}

Machine-Readable Tuning Suggestion

{}

Average Throughput

0.0 t/s

Rolling mean reported by the connected workload.

Flow Stability

0.00

1 − σ(L)/(μ(L)+ε), using latency when available and stress otherwise.

Thermal Oscillation

--°C

Rolling standard deviation of observed GPU temperature.

Prediction RMSE

0.000

Root-mean-square residual prediction error.

GPU Energy

-- J

Integrated board-power telemetry when nvidia-smi supplies power draw.

Energy per Token

-- J

Estimated energy divided by integrated token production.

Oscillation Coherence

--%

Normalized agreement between the raw workload trajectory and the aligned filtered trajectory over the rolling window.

Futurist Governor

ACQUIRING

Bounded forward-pressure forecast; it never widens control authority.

Aggregate Contraction

Rolling Lyapunov proxy ΔV. Negative total ΔV indicates aggregate contraction; individual intervals may expand.

Trigger Density

0/min

Applied QoS event density and observed minimum inter-event time expose chatter and dwell behavior.

Homeostatic Slack

--%

Provisional reserve for accepting another work pulse and recovering toward the observed envelope.

Pressure Momentum

--/min

Signed ecosystem-pressure velocity. Positive values indicate accumulating pressure.

Recovery Balance

Compares falling pressure velocity with rising pressure velocity across natural pulses.

Resource Coupling

--%

Mean absolute correlation among CPU, RAM, and GPU changes—not causal attribution.

Baseline / Candidate Comparison

Baseline session Candidate session

Baseline
--

Governed
--

Verdict
INCONCLUSIVE

Select two saved sessions. Use the same workload, model, ambient conditions, and duration.

Metric Boundary

Intervention value requires a comparable baseline and controlled run. PulseFlow deliberately reports it as unavailable until a baseline/candidate pairing exists; it does not manufacture a performance claim from correlation alone.

Replay Laboratory

Replay recalculates controller traces against recorded observations. It is a tuning screen, not a causal substitute for a live A/B benchmark.

Timeline

0 / 0

Replay Frame

No replay loaded.

Candidate Report

No candidate replay run.

Runtime and Persistent Event Ledger

Time	Kind	Message

Bounded Live Tuning

The control sliders in the right rail update a bounded runtime configuration. Values are clamped by the backend. Change one parameter at a time and use replay plus controlled live trials before claiming an improvement.

Safety Boundary

PulseFlow does not alter clocks, voltage, fan curves, firmware, GPU power limits, or system power plans. Active control is restricted to a process explicitly launched or attached by the operator.

ARIA Verification

Run scripts\ARIA-Verify.ps1. It compiles Rust, runs unit/integration tests, checks the UI action contract, parses browser JavaScript, validates schemas, and confirms that each declared button maps to a handler and backend route.

Operator Quick Start

Monitor only: Serve mode observes the whole machine and records frames. MONITOR ONLY and UNBOUND are normal until a workload or agent is attached.

Start: enables frame recording and, when a target process exists, bounded process modulation. Pause: stops modulation while telemetry remains live. Reset: opens a new recorded session.

Quiet / Balanced / Performance: select the controller setpoint. Begin with Balanced. Change one slider at a time, press Apply Parameters, and compare saved sessions in Analytics.

Recommended learning order: Recorder, Analytics, Replay, Shadow, Bounded Adaptive, Agent Policy. Do not promote a later stage until the earlier evidence gates pass.

System Interlink Verification

The green interlink seal is derived from live backend facts, not from a decorative animation. VERIFIED ACTIVE requires an API connection, fresh observation frames, a living target PID, Windows governor support, an armed governor, and a non-monitor-only applied QoS. OBSERVATION LINK means PulseFlow is integrated for measurement and recording but is not yet modulating a target process. Launch with Attach or Run to test causal smoothing against a baseline.

Current Configuration

Loading…

Control ●

VERIFYING

ARIA system interlinkVERIFYING RUNTIME

APIWAIT

TelemetryWAIT

TargetUNBOUND

GovernorOBSERVE

Host telemetryLIVE

Process QoSOFF

Agent adapterWAIT

Discover → Connect → Verify → EnableLOCAL

Choose the workload responsible for the CPU or GPU activity you want to test.

Ability protocol · free plant ≥90s → Pulse Mesh ≥5 min (multi-app) → disconnect ≥90s → pair report.
Mesh note: — · targets 0 · transitions 0

Waiting for a backend state attestation.

Verification evidenceNONE

Operating Mode

Pulse Schedule · Cycle View

CPU

GPU

RAM

I/O

Modulation Parameters

Balanced setpoint0.66 Pulse gain Kp0.65 Integral Ki0.08 Derivative Kd0.10 Residue gain Kr0.34 Residue decay0.82 Filter alpha0.24 Slew / sample0.070

Graph Source

Machine State

Process State

Prediction Residue

I/O Signal

Recent Observation Frames

Active Dataset

Persistence Contract

Saved Sessions

Latest Frame

Iteration Memory

Cortex Boundary

Pressure Transduction

Net Vector Pressure

Custom Iteration Graph

Learned Iterations

Discoveries

Know Thy System

Envelope

Pressure Risk

Skill vs Persist

Stress H=5

RAM H=5

Governor Ability

Memory Guards

Futurist Channels

Concurrency

Batch Size

Token Budget Scale

Retrieval Depth Scale

Development Stage Gate

Adaptive Tuner

Tuning Evidence

Machine-Readable Directive

Machine-Readable Tuning Suggestion

Average Throughput

Flow Stability

Thermal Oscillation

Prediction RMSE

GPU Energy

Energy per Token

Oscillation Coherence

Futurist Governor

Aggregate Contraction

Trigger Density

Homeostatic Slack

Pressure Momentum

Recovery Balance

Resource Coupling

Baseline / Candidate Comparison

Metric Boundary

Replay Laboratory

Timeline

Replay Frame

Candidate Report

Runtime and Persistent Event Ledger

Bounded Live Tuning

Safety Boundary

ARIA Verification

Operator Quick Start

System Interlink Verification

Current Configuration

Data Capture Status · Recording

JSONL Ledger · Live

Replay Lab

Metrics · Live

Heat Map · System