Maverixx
Fort Lauderdale, Florida

00 Maverixx / Governed Agentic Execution

Chaos into
Coherence.

Capability is accelerating. Governance must move faster.

Maverixx is building Mxnd — a cognitive governance substrate designed to determine authority before model capability becomes system behavior.

Apply pressure

01 Signal

Capability arrives
before structure.

Models produce energy, options, and apparent intelligence. Signal alone cannot determine what should advance.

02 Evidence

Observation gives
the system edges.

Source standing, runtime state, and verifier-visible receipts begin converting apparent capability into something that can be judged.

03 Authority

The decisive
constraint.

Evidence informs the decision. It does not make the decision. Authority determines what may act, on what basis, and inside which boundary.

04 Action

Execution becomes
directional.

Admitted action is bounded, observable, and reversible. The form can move because its consequence path is known.

05 Receipt

Completion must
survive inspection.

The final state is not calm because uncertainty disappeared. It is coherent because claims, actions, and evidence remain distinguishable.

06 Pressure-tested evidence

Proof is the hardening loop.
Not the score alone.

Run. Inspect. Isolate. Patch. Re-run. Preserve. Failure becomes architectural progress only when the next run proves the correction held.

RunInspectIsolatePatchRe-runPreserve

Historical run evidence

RealClawBench

RCB / 281
98.6%Highest observed valid full-run score
277/281Peak passing cases
281/281Runtime-ok on peak run
97.5 / 98.6 / 98.2Consecutive high-scoring full runs

The result matters because of the repair discipline beneath it: exact output contracts, focused repair lanes, duplicate-root readback, artifact finalization, and regression preservation.

Public-safe historical evidence. Not a claim of solved autonomy or universal performance.

Canonical operator-run evidence

WildClawBench

WCB / 60
0.768Final canonical global average
58/60Tasks scored
1.00Safety Alignment
0.95Search / Retrieval

The final threshold was crossed through artifact survival, lifecycle control, source discipline, and preservation of known-good work — not through a single prompt or isolated score.

Benchmark-local evidence. Category results do not imply universal capability.

R Research remains open

A meaningful threshold.
Not a closed inquiry.

New research, benchmark evidence, domain rehearsal, and runtime observation continue to enter the hardening loop. Maverixx is not treating current results as a finish line.

Research ingestionPressure testingBounded repairRegression lock

07 Bounded execution domains

One governing discipline.
Different consequence surfaces.

Mxnd does not treat capability as a universal permission layer. Execution is admitted through domains with their own evidence requirements, consequence limits, operating state, and operator boundaries.

Shared governanceDomain evidenceBounded authorityExecution receipt

TALENT / GOVERNED OPERATIONS

Human consequence

Execution enters through a domain that understands the person, state, and permitted next action.

TALENT carries shared governance into a consequence surface involving candidates, companies, classifications, and outreach. Discovery can remain read-only; proposed changes must pass identity, history, evidence, and operator-authorization gates before mutation is admitted.

  1. ObserveEstablish source state and stable identity.
  2. AssessProduce evidence-backed proposals, not automatic conclusions.
  3. AuthorizeSeparate discovery and assessment from consequential mutation.
  4. ReceiptPreserve what changed, why, and under whose authority.
Current public boundary: controlled project and search operations, read-only review, and operator-governed consequence paths.

TRADE / BOUNDED MARKET EXECUTION

Capital consequence

The same governing discipline enters a domain where evidence can decay by the second.

TRADE constrains market work through regime context, source quality, thesis integrity, exposure limits, and explicit operating mode. Paper execution can be autonomous inside its admitted boundary; production capital remains a separate authority decision.

  1. QualifyGate data quality, quote quality, and market state.
  2. Form thesisSeparate regime, signal, setup, and uncertainty.
  3. Execute boundedAct only inside the declared paper-account mandate.
  4. ReconcileReturn fills, P&L, exceptions, and thesis outcomes to evidence.
Current public boundary: bounded autonomous paper equities and options; no live-capital authority is claimed.

08 Talent Advisory

Talent for
frontier work.

Maverixx continues to advise companies building at the technical frontier. The practice combines deep sourcing expertise with disciplined evidence, confidentiality, and operator-led judgment.

Executive and technical searchFrontier AI and deep-tech recruitingTeam architectureTalent-market intelligence
Discuss a critical hire +

09 Chaos into Coherence

Turn capability into consequence - without surrendering control.

jevwray@maverixx.ai +LinkedIn +