Software ecosystem

Governed operations, interpretable intelligence, and accountable coordination.

The Hidden Canopy LLC portfolio is not a single dashboard. Each layer has a distinct role, a distinct authority boundary, and a reason to remain separate.

Core boundary

RegOS owns authority. IDA owns interpretation. AI may analyze, challenge, explain, escalate, and recommend. Human or governed review remains the attributable action boundary.

Operational body

Hidden Canopy

Hidden Canopy is the applied operational surface. It brings governance into real workflows instead of leaving compliance as a report added after the fact.

Community and operator surfaces Discord-native workflows, moderator-first operations, trust and reputation pathways, and public-facing community experiences.
Regulated operational workflows Events, evidence, cultivation, vendors, identity, review, and accountability paths.
Physical grounding Device identity, camera and network context, observed state, verified state, and authorized state.
Constitutional substrate

RegOS

RegOS is the constitutional substrate and governed operational runtime. Its job is to make lawful purpose, authority, evidence, trust, attribution, safety safeguards, and post-event reconstruction structural properties of computation.

Lawful purpose and authority Actions remain attributable to actors, jurisdictions, declared purposes, applicable rules, and review paths.
Evidence and memory Immutable operational records, evidence provenance, verifiable decision chains, and resistance to quiet erasure.
Governed visibility Live event legibility, regulatory topology, device continuity, tenant isolation, and independent review.
Visit RegOS →
Plural interpretive intelligence

IDA Family

The IDA family is an internal separation-of-powers experiment: distinct student bodies carry legitimate pressures such as coherence, evidence sufficiency, safety, diagnostic separation, memory, trajectory, movement, repair, exposure control, urgency, and equilibrium.

IDA Coherence without flattening.
JUDGE, SENTINEL, PRISM, ECHO Legitimacy, protection, diagnostic clarity, and memory.
ATLAS, VECTOR, FORGE, SHADE, PULSE, ORBIT Trajectory, action, repair, exposure control, live signal, and equilibrium.
Supporting layers

The complete portfolio map.

The public website should give visitors an understandable map while keeping private runtime details and protected workflows behind their proper boundaries.

Deliberation

Convergence

The family-state process that preserves tensions and produces a coherent downstream packet.

Public voice

GH

The spokesperson for converged family state: many minds deliberate, one voice speaks.

Native training

IDA-TRAIN-V2

The governed training, evaluation, and promotion workspace for the IDA family. Its native C++/CUDA trainer turns curated operational history into auditable model bodies while keeping family-specific runtime recipes, evidence, and promotion decisions distinct — raw logs are never treated as truth. Low-precision and selective-compute research informs its efficiency path across hardware generations.

Open Hugging Face research profile →
Public training boundary

Neural Forge

A public explanation and bounded Flight Deck surface for private, native training. The Hub coordinates approved metadata while data, models, checkpoints, detailed telemetry, and runtime execution remain in their proper local or private boundary.

Execution integrity

BraidSeal

Continuity, integrity, and signed execution lineage for governed systems — so what ran, in what state, under whose authority, can be verified after the fact.

Device identity

Device DNA

Persistent physical and device identity that keeps hardware grounded across time, movement, and reconfiguration — a device is recognized, not merely observed.

Evaluation

Open World Harness

Controlled, long-horizon evaluation under partial information, with ground truth held by the evaluator — evidence for how systems behave as conditions change between decision and consequence.

Adaptive evaluation

Ghost Teacher

An evaluator and adaptive curriculum engine that probes a model endpoint, diagnoses failure modes, and searches the capability boundary — an evaluator, not a model trainer.

Decision-chain forensics

TraceGlass

Reconstructs agent runs as decision chains — available information, inferred belief, candidate action, executed action, consequence — and identifies the earliest point where the chain broke.

Degraded-conditions runtime

NOMAD

A capability-aware runtime for continuous AI operation under compute, connectivity, and service degradation, designed to run without depending on any other Hidden Canopy service.

Simulation engine

VANTA Engine

A native world, visual-simulation, and machine-learning engine built around one authoritative world state and a validated-transition execution loop.

Public-safety governance

VIGIL

A RegOS-derived governance runtime that evaluates identity, authority, jurisdiction, policy, and evidence before permitting consequential public-safety actions, while preserving provenance for after-the-fact reconstruction.

Objective orchestration

BuildThread

A local-first objective orchestration runtime that keeps personal preference models local while allowing a minimal, anonymized objective graph to travel across a bounded commerce flow.

Reentry & trust record

Continuum

A portable, evidence-backed trust and progress record for people moving from incarceration through a parole hearing, release, supervision, and independent life.

Developer cockpit

Ask_IDA

A local collaboration surface for reviewing IDA's reasoning, requesting explicit-consent learning, and applying reviewed code changes with full traceability.

Explore Ask_IDA →
Public CLI

Ask IDA CLI

The regular user-facing, local-first command-line surface for status, public explanations, signed catalog discovery, public model downloads, and local inference.

Explore Ask IDA CLI →
Community surface

Greg Community Assistant

Community governance, cultivation, vendor, reputation, and economy workflows across Discord and other operator and community surfaces — a surface, not a shadow authority.

See how Greg operates →
Physical discovery

Camera-Location

Discovery and location evidence for cameras, network gear, and edge devices — visibility on a network is never treated as authorization.

Explore Camera-Location →
Household assistant

HAVEN

A local-first, authority-gated household intelligence layer for computers, information, devices, speech, and local models. HAVEN keeps model interpretation separate from permission to act.

Explore HAVEN →
Physical context

Device and network grounding

Infrastructure context that distinguishes declared, observed, verified, and authorized state.

Public sector

Federal & Public-Sector Research

Broad, department-level research interest applying governed-evidence and authority-boundary discipline to mission-assurance and resilience domains — described at the capability level, not a claim of an award or contract.

Read the capability overview →
Public source index

Consumer & Research software

Public GitHub repositories for local-use tools and research runtimes, kept separate from private authority and regulated workflows.

Browse the public repositories →
Not on this map: private runtime packages, protected workflows, and internal-only systems stay behind their own boundaries rather than appearing here.
Explore the architecture

Start with the public overviews.

These pages give each documented system a stable public address without collapsing the authority boundaries between them.

Public map

Library

Separate shelves for consumer software, game-engine development, Cartographer, research, and public source receipts.

Open the public library →
Public boundary

Open Canopy contract

The plain-language contract for what a public repository or page means, and what it never silently authorizes.

Read the contract →