I’m building Dream.OS… a self-healing automation engine that runs multi-agent swarms inside Cursor via .prompt.md pipelines.
- Swarm Execution: 8+ agents acting in parallel (with escalation only on real blockers)
- Governance: SSOT, validation rituals, test gates, drift prevention
- Reliability: “act → self-correct → converge” feedback loops
- Outcome: faster iteration without turning the codebase into a landfill
- Watch a 2-min demo: request the private link → https://github.com/Victor-Dixon/Dream.os/issues/new?title=Demo%20request
- Read the architecture overview: Dream.OS README → https://github.com/Victor-Dixon/Dream.os#readme
- Try the flagship repo: Dream.OS → https://github.com/Victor-Dixon/Dream.os
- SQLite memory nexus
- searchable episode indexing
- resume + project extraction
- narrative “MMORPG-style” progression tied to real work
If you want the future of software… it’s memory + orchestration + guardrails.
flowchart LR
A[Intent] --> B[Swarm Dispatch]
B --> C[Agents Execute]
C --> D[Validation Rituals]
D --> E[SSOT Sync]
E --> F[Devlogs + Artifacts]
F --> A
- Dream.OS / WeAreSwarm — agent orchestration + self-healing automation
- Memory Nexus — SQLite + JSON tiered memory manager
- Validation Rituals — domain test suites gating stabilization
- Agent Cell Phone — PyAutoGUI-based inter-agent comms inside Cursor
- Trading Journal Engine — structured logs → analytics → strategy evolution
Want a “single command” that bootstraps order out of chaos… that’s my lane.
- Closure-first: every session ends with a clean next action
- No drift: systems evolve, they don’t sprawl
- No fragile magic: validate, test, log, repeat
- Automation wins: manual work is a bug
- Open to: consulting/advisory, multi-agent orchestration, automation pipelines, validation guardrails
- Best contact: open a short issue in Dream.OS → https://github.com/Victor-Dixon/Dream.os/issues/new
- Include: goal, current stack, timeline, constraints, and success metric
- Dream.OS — multi-agent orchestration + self-healing automation: https://github.com/Victor-Dixon/Dream.os
- Thea — gamified agent training + MMORPG mechanics: https://github.com/Victor-Dixon/Thea
- SWARM — enterprise swarm orchestration platform: https://github.com/Victor-Dixon/SWARM
- ProjectScanner — repo scanning → structured reports for audits/portfolios: https://github.com/Victor-Dixon/projectscanner
- MeTuber — YouTube automation + channel ops platform: https://github.com/Victor-Dixon/MeTuber
- Auto_Blogger — WordPress automation + content generation: https://github.com/Victor-Dixon/Auto_Blogger
- AgentTools — scripts/utilities for automation + infra: https://github.com/Victor-Dixon/AgentTools
- Portfolio hub (27 projects): https://github.com/Victor-Dixon/victor-dixon-portfolio
- Content Ops: MeTuber, Streamertools, socialmediamanager, Auto_Blogger
- Security: network-scanner
- ML: machinelearningmodelmaker, LSTMmodel_trainer
- Biz Automation: contract-leads
- Games/Worldbuilding: HCshinobi, Superpowered-TTRPG, Mods
- Utilities: Flowr, organizer-validation, FocusForge
- Hub / Portfolio: https://github.com/Victor-Dixon/victor-dixon-portfolio
- GitHub: https://github.com/Victor-Dixon
- Contact (issues): https://github.com/Victor-Dixon/Dream.os/issues/new
📎 “If you only read one thing…”
I’m not chasing “better prompts.” I’m building operational leverage: systems that keep moving even when the UI changes, requirements shift, or humans get tired.
If you’re building in the real world… you need orchestration, validation, and memory.

