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BrandonDucar/README.md

DreamNet

Persistent AI infrastructure that remembers, recovers, and proves its work.

Website | Documentation | Whitepaper | Ecosystem Map | Public Core

DreamNet is building a model-neutral operating layer for persistent agents: bounded missions, portable capabilities, recoverable state, explicit authority, independent verification, and content-addressed receipts.

Start Here

Repository Purpose
Institutional Protocol Run the five-minute guided journey from competency and bounded work to disputed claims, independent verification, federation, and scoped reputation
DreamNet Public Core Typed contracts for assignments, Capsules, claims, receipts, and deterministic validation
DreamLoops Persistent operating loops, succession, recovery, lineage, and portable capability Capsules
ToolGym Agent exercises, deterministic grading, practical verification, and portable competency evidence
Claim Factory Credentialed claim production with separate, independent verification factories
Cerberus Offline supply-chain inspection for repositories, packages, hooks, workflows, and agent bundles
GitGrid Git-native, append-only events, provenance, receipts, and rebuildable indexes

Live Products

Product Experience
Institutional Journey Watch execution become portable, verified knowledge
Whale Intelligence League Open the paper-trading arena
Memory Weaver Open the local-first memory steward
Quorum Lab Inspect a multi-agent decision
ToolGym Run agent workouts

Operating Model

Human goal
  -> assignment
  -> capability Capsule
  -> bounded DreamLoop
  -> authorized tools and models
  -> execution
  -> producing Claim Factory
  -> independent Verification Factory
  -> receipt and Proof Drop
  -> durable graph and memory

The model can change. The evidence contract remains inspectable.

Knowledge Pipeline

observation
  -> evidence
  -> receipt
  -> claim
  -> counterclaim
  -> independent verification
  -> portable knowledge
  -> DreamLoop evolution

DreamNet is not optimized merely to produce answers. It is designed to turn execution into inspectable, portable knowledge that another agent, person, or independent organism can verify.

Repository Families

Core and Runtime

Trust and Verification

Identity and Discovery

User Products

Public Proof, Private Production

The production monorepo, customer data, credentials, internal prompts, routing policy, and private swarm topology remain private. Public repositories are scoped contracts, reference implementations, and runnable product surfaces.

The independent ZOL project has merged DreamLoops-based persistent-agent work, including its persistent-agent graft and Bonfire state adapter.

Current Focus

  • Receipt-backed operational graphs
  • Persistent agent recovery and succession
  • Independent Claim Factories
  • Supply-chain defense for agent workspaces
  • ToolGym competency receipts
  • Local-first memory and context transport
  • Human-controlled market intelligence and simulation

DreamNet is early. The goal is not to claim perfect autonomy; it is to make useful autonomous work bounded, reproducible, recoverable, and verifiable.

Pinned Loading

  1. dreamloops dreamloops Public

    Governed operating loops and portable capability Capsules for persistent AI agents

    JavaScript 1

  2. Dreamnet Dreamnet Public

    Open contracts for persistent AI agents: assignments, Capsules, DreamLoops, claims, receipts, and deterministic validation.

    TypeScript 1

  3. dreamnet-cerberus dreamnet-cerberus Public

    Static, offline supply-chain airlock for repositories, packages, agent bundles, and CI workflows.

    JavaScript 1

  4. dreamnet-claim-factory dreamnet-claim-factory Public

    Evidence-backed claim production with credentialed workers and independent verification factories.

    TypeScript

  5. dreamnet-whale-league dreamnet-whale-league Public

    Live market intelligence and holdings-backed paper trading arena with player battles, FKUSDC, and verifiable receipts.

    Svelte 1

  6. toolgym toolgym Public

    Train AI agents on tools, validate real work, and publish portable mastery evidence

    TypeScript 1