Every MindrianOS release in the order it shipped. Each one advanced a different axis of the system: memory, context, the graph, the Brain, the commands. The stream is the moat.
Solo founder with an idea, no team yet. Larry as a thinking partner, the Data Room as a second brain, dozens of commands, knowledge graph dashboard, and PDF exports.
Team meetings happen, decisions scatter, assumptions go stale. v2.0 turns transcripts into structured intelligence with speaker ID, cross-meeting convergence, and contradiction detection.
Six phases in one day. MCP server routing all commands, Brain MCP hosted with API key auth, Opportunity Bank, Funding Room lifecycle, AI Personas, and embedded local graph. MindrianOS runs on every Claude surface.
The Brain is the moat. v4.0 locks it with API key management, then establishes the CLI visual grammar every interaction follows. Multi-room lets you work on multiple ventures. The autonomous engine lets Larry think independently.
The Data Room becomes visible. One command generates 6 self-contained views, a Canvas graph with particles, chat with Larry using your API key, one-click Vercel deploy.
Model routing per agent. Six new lifecycle hooks. Parallel agent execution. Spectral analysis revealing how Claude thinks. Design-by-Analogy via TRIZ + SAPPhIRE. Sentinel scans while you sleep.
The Room becomes a living intelligence hub. RoomHub detects project type and adapts. SnapshotHub exports 7 views as standalone HTML. 12-thread Constellation graph with De Stijl spectral coloring. Fabric Chat queries SQLite in natural language.
Causal reasoning with mechanisms, falsifiable predictions, natural experiments, DAG diagrams. The export system rebuilt for Synteris-quality single-file De Stijl hubs. 15 critical bugs fixed from the first external beta.
MindrianOS works identically across CLI, Desktop, and Cowork. dozens of MCP tools through 9 hierarchical routers. Brain-driven routing with 3-tier fallback. Token cost halved from 20K to 10K per turn. Skills compressed 65%.
Multi-room organization as a wicked problem. Centralized under ~/MindrianRooms/ with ICM identity files. Dual-graph layer (SQLite local + Neo4j Brain) holds ALL organizational axes. /mos:organize navigates the hierarchy with virtual projections and graph-informed grouping.
The Brain graph went from 4 framework chains to 125. From 4 stage mappings to 129. 444 semantic bridges connecting LazyGraph to canonical nodes. 7 leadership books codified. Every case study wired. Dummy-proof install with human-readable errors.
Based on SemNovel (Yale), the Brain embeds every room artifact and every framework into the same space, then finds empty regions. The interpretation layer -- teaching intelligence applied to gap detection -- is the potentially patentable moat. Discovery Cycle chains HSI, Whitespace, Reverse Salient, and Analogy.
MCP-native delivery. Brain client bundled as local stdio shim, two-step onboarding (install plugin, drop API key in ~/.mindrian.env). Auto-migrates existing HTTP transport. Co-designed statusline. Persona-aware first-touch surface. Dual-path detection routing uploads vs typed input.
Larry monitors SQLite in the background and surfaces surprising connections mid-conversation. Strategic clarifying questions before every material action. De Stijl CLI visual identity.
Not the phase numbers. Not the architecture. Just what gets better for you and when. The Brain has its own roadmap. Larry gets sharper at every step.
Install the plugin, drop your API key in one file. Brain works automatically. No manual MCP wiring, no copy-paste config blocks. Migrating existing setups happens silently the first time you launch.
The bottom of your terminal stops being a string of accumulated noise. Co-designed around what your current job actually needs to see: room health, JTBD, context budget. Quieter when you are reading, louder when something needs you.
Are you a researcher? A founder? An operator? Larry's first turn already knows. The opening line adapts to your role, not a generic 'hi'. Drop a CV or a one-pager and Larry parses it and grounds the next conversation in your context.
Paste a memo, a CV, a pitch deck. Larry returns a Feynman-cleaned brief that names the decision that is stuck, the assumption that is load-bearing, and the next move. Built on a 6-agent dispatch behind the scenes.
When today's filing contradicts last week's assumption, Larry surfaces it the moment you write it. The graph remembers what you decided and why. New information that disagrees with old gets flagged at the gate, not three meetings later.
When you save a new artifact to your room, Larry reads it on his own time. No more 'here, look at this' pasting. Your room becomes the source of truth and Larry stays current with it.
Tier 0.5 ships a local snapshot of the Brain's most-used edges. Larry keeps picking the right framework even on a flight, a coffee shop with bad wifi, or behind a strict firewall. Hits the live Brain when it is reachable.
Instead of remembering ten different Brain calls, you ask Larry one question and the Brain figures out which capability you need. Cleaner mental model, same intelligence.
One Brain key per project, not per machine. Easier to share a venture with a teammate without sharing your personal subscription. Set the binding in the room and Larry uses the right key automatically.