MULTIVMLABS

AI-OS

Product Strategy & Roadmap

The first quantum-proof operating system for AI-powered development.

February 2026  |  Confidential

Vision

AI-OS is a developer platform by multivmlabs that combines autonomous AI tooling with quantum-proof blockchain verification. It starts with ralph-starter (our proven coding engine) and expands into 8 distinct products — 6 for developers, 2 for BD & marketing — each with a clear identity, not generic features.

Key Thesis: No one else has coding power (ralph-starter) + personal AI agent (qclaw) + CI/CD bot (AI-OS Bot) + security platform (AI-OS Shield) + AI-powered BD & marketing + blockchain verification (L1) in one stack.

8 Products

6 developer products + 2 business products. Capabilities like test generation, debugging, doc generation, etc. are presets (in ralph-starter), skills (in qclaw), or checks (in AI-OS Bot) — not separate products.

1 ralph-starter

Autonomous AI coding loops. Fetches specs from GitHub, Linear, Notion, Figma. Runs agents (Claude Code, Cursor, Codex) until tasks complete. 16+ workflow presets including contract-builder, migration, deployment.

v0.3.0 SHIPPED
2 qclaw

Personal AI agent assistant. Blockchain-native OpenClaw alternative. Messaging-first (Telegram, Discord, Slack, WhatsApp). On-chain identity, verifiable actions, on-chain skill registry. Ralph-starter built in as coding skill.

NEW PRODUCT
3 AI-OS Bot

GitHub/GitLab bot for CI/CD & repo intelligence. Like Dependabot + CodeRabbit + Renovate — unified and AI-powered. Runs checks: code-review, security-scan, test-gen, dep-update, contract-audit.

NEW PRODUCT
4 AI-OS Shield

Security & audit platform. Smart contract auditing (Solidity, Rust, Move). On-chain audit reports on multivmlabs L1. Quantum-proof signed certificates. The revenue product for the blockchain space.

NEW PRODUCT
5 ai-os CLI

Unified command-line interface. ai-os run (coding), ai-os agent (qclaw), ai-os bot, ai-os shield, ai-os identity, ai-os skills.

NEW PRODUCT
6 AI-OS Dashboard

Web UI for everyone. Visual workflow builder, agent monitoring, security dashboard, bot configuration. No CLI required. Makes AI-OS accessible to non-technical users.

PLANNED

Product Details

1 ralph-starter — Presets

Capabilities live as presets inside ralph-starter, not as separate products:

PresetWhat it doesStatus
featureStandard feature building with validation + commitsExists
tdd-red-greenTest-driven development workflowExists
spec-drivenBuild from specification documentsExists
review / adversarial-reviewCode reviewExists
debugDebugging modeExists
docsDocumentation generationExists
refactorSafe refactoring with testsExists
contract-builderSmart contract scaffolding (Solidity, Rust, Move)NEW
migrationFramework/version migrations (JS→TS, v1→v2)NEW
deploymentInfrastructure provisioning (Terraform, Pulumi, Docker)NEW

2 qclaw — Skills

Capabilities live as skills (QSKILL format) inside qclaw:

SkillWhat it does
codingDelegates to ralph-starter for autonomous coding loops
debugInteractive root-cause analysis (logs, traces, reproduction)
spec-writerNatural language → PRD with tasks and acceptance criteria
api-designerOpenAPI/GraphQL specs, mocks, SDK stubs
schema-designerDB schema → Prisma/Drizzle/SQL + migrations
architectureTech stack recommendations, system design
doc-genAPI docs, READMEs, architecture docs
deployInfrastructure provisioning via natural language
monitorLog watching, anomaly detection, incident alerts
node-operatorValidator nodes, RPC endpoints, stake management
gas-optimizerSmart contract gas/compute efficiency analysis
+ OpenClaw compat5,700+ importable skills from OpenClaw ecosystem

3 AI-OS Bot — Checks

Capabilities live as automated checks that run in CI/CD:

CheckWhat it doesTrigger
code-reviewAI PR review with inline commentsOn PR open/update
security-scanVulnerability scanning (code + smart contracts)On PR + weekly
test-genAuto-generates missing tests for changed filesOn PR
perf-checkPerformance regression detectionOn PR
dep-updateDependency updates with breaking change handlingWeekly schedule
doc-checkDetects outdated docs, generates updatesOn PR
contract-auditSmart contract audit → triggers ShieldOn PR to contracts/

Configurable via .aios-bot.yml in repo root. Comparable to: Dependabot + CodeRabbit + Renovate + Snyk.

Architecture

ai-os CLI  —  Unified entry point
ralph-starter
Coding loops
qclaw
Personal agent
AI-OS Bot
CI/CD bot
AI-OS Shield
Security
Dashboard
Web UI
@aios/sdk  —  LLM abstraction • Integration connectors • Auth • Cost tracking
@aios/chain  —  Identity • Action verification • Skill registry
multivmlabs L1  —  Quantum-proof blockchain
Key Design Decision: Ralph-starter keeps its own loop engine intact. @aios/sdk provides shared infrastructure (LLM providers, integrations, auth, cost tracking) — not execution logic. Each product owns its own execution pattern.
Same capability, different entry points: Code review runs as a ralph-starter preset (developer runs locally), a qclaw skill (ask your agent), or an AI-OS Bot check (automated on every PR). Products are packaging; capabilities flow between them.

Competitive Landscape

Blockchain-native
No blockchain
Single-purpose
General-purpose
qclaw / AI-OS
ElizaOS
GAME / Virtuals
OpenClaw
Claude Code
Cursor / Aider
ElizaOSGAME / VirtualsOpenClawAI-OS (us)
FocusSocial / DeFi botsTokenized agent launchpadPersonal AI assistantDeveloper workflow suite
TargetCrypto / DAOsAgent creators / tradersEveryoneDevelopers & teams
ChainSolanaBase / ETHNoneQuantum-proof L1
CodingNoneNoneBasic (shells out)Ralph-starter (battle-tested)
CI/CDNoneNoneNoneAI-OS Bot
SecurityNoneNoneNoneAI-OS Shield + on-chain reports
Skills90+ pluginsWorkers5,700+ SKILL.mdQSKILL + OpenClaw compat
Timing: OpenClaw's creator joined OpenAI on Feb 14, 2026. The 145K-star community faces uncertainty. A company-backed alternative with blockchain-native features and a real coding brain fills the gap.

Target Audiences

AI-OS serves 6 distinct user segments. Each has a different entry product, pain point, and growth path through the platform.

Solo Developers

Entry: ralph-starter or ai-os CLI
Pain: Repetitive boilerplate, slow iteration, context-switching between tools.
Hook: ai-os run "build auth for my Express app" — they see autonomous coding in action and never go back.
Growth: ralph-starter → qclaw (personal agent) → AI-OS Bot (automate their repos)

Dev Teams (Startups & Mid-size)

Entry: AI-OS Bot
Pain: Slow PR reviews, missed regressions, inconsistent test coverage, dependency rot.
Hook: Install AI-OS Bot on a repo — instant AI code reviews, auto-generated tests, dependency updates. Results visible on the first PR.
Growth: AI-OS Bot → AI-OS Shield (security) → Dashboard (team visibility)

Blockchain / Web3 Developers

Entry: ralph-starter contract-builder preset or AI-OS Shield
Pain: Smart contract audits are slow ($50K+, weeks-long), deploying validators is painful, gas optimization is tedious.
Hook: AI-powered contract audit in minutes instead of weeks. On-chain audit reports add verifiable credibility.
Growth: Shield → ralph-starter (build contracts) → qclaw node-operator → on-chain identity

Non-Technical Users (PMs, Founders, Designers)

Entry: AI-OS Dashboard or qclaw (via Telegram/Discord)
Pain: Dependent on developers for every change, can’t prototype ideas quickly.
Hook: Chat with qclaw on Telegram: "build me a landing page for my startup." No CLI, no git, no terminal.
Growth: qclaw chat → Dashboard (visual builder) → AI-OS Bot (automate their repos)

Enterprise / Large Teams

Entry: AI-OS Bot + AI-OS Shield
Pain: Compliance requirements, audit trails, consistent code quality at scale, security posture.
Hook: Verifiable on-chain audit reports satisfy compliance. Bot enforces code quality standards across all repos. Quantum-proof identity for agent actions.
Growth: Bot + Shield → Dashboard → full AI-OS platform deployment

BD & Marketing Teams

Entry: AI CRM + Marketing Agent
Pain: Manual social monitoring, slow outreach, inconsistent content cadence, no data-driven content strategy.
Hook: Research Agent scans Twitter/socials for trending topics in your space. CRM auto-enriches contacts. Content Ideas agent drafts posts for human review or autonomous publishing.
Growth: AI CRM → Marketing Agent → Dashboard (unified view)

Go-to-Market Strategy per Audience: Developers enter through the CLI (ralph-starter, ai-os CLI). Teams enter through the Bot. Blockchain devs enter through Shield. Non-techs enter through qclaw chat or Dashboard. BD/Marketing teams enter through AI CRM. Each entry point is a different product — but they all lead deeper into the platform.

Key Strategic Insights

1. Products, Not Features

6 distinct, brandable products. Capabilities like debugging, testing, doc generation live INSIDE products as presets, skills, or checks — not as standalone "tools."

2. AI-OS Bot Is the CI/CD Answer

Not a "CI/CD Builder" tool. It IS the bot that lives in your pipeline. Install on your repo, it runs checks on every PR. Like Dependabot + CodeRabbit + Snyk unified.

3. Shield Is the Revenue Product

The blockchain space spends $100M+/year on smart contract audits. AI-OS Shield undercuts manual audits at 10x speed. On-chain audit reports on your L1 add credibility.

4. qclaw Timing Is Perfect

OpenClaw's creator just joined OpenAI. The community is in flux. A company-backed alternative with blockchain-native features and ralph-starter's coding brain fills the gap.

5. The Moat Is the Stack

Nobody else has: coding (ralph) + personal agent (qclaw) + CI/CD bot + security platform + blockchain verification in one stack.

6. Dashboard Unlocks Non-Dev Market

A web UI (no CLI needed) makes AI-OS accessible to PMs, designers, and founders. This is how you grow beyond developers.

Go-to-Market Roadmap

1
Foundation (Months 1–3)

Create @aios/sdk shared infrastructure. Set up monorepo. Build qclaw MVP (Telegram + Terminal + ralph-starter coding skill). Launch ai-os CLI.

Milestone: ai-os run "build me a todo app" works end-to-end
2
Blockchain Identity + Security (Months 3–6)

Agent identity on testnet. Verifiable action logs. AI-OS Shield for smart contract auditing. AI-OS Bot MVP with code-review and security-scan checks. Discord adapter for qclaw.

Milestone: qclaw agent has on-chain identity, audit reports published on-chain
3
Skill Ecosystem (Months 6–9)

On-chain skill registry on mainnet. Skill marketplace with reputation system. OpenClaw skill import adapter. AI-OS Bot general availability with all checks.

Milestone: Community publishing and using skills via on-chain registry
4
Enterprise & Expansion (Months 9–12)

AI-OS Dashboard (Web UI). AI CRM. Cross-chain agent communication. ElizaOS plugin + GAME Worker integration.

Milestone: Non-technical users running AI-OS from browser

Naming & Packages

ProductNamePackageCLI
PlatformAI-OS@aios/*ai-os
Coding Engineralph-starterralph-starterralph-starter
Personal Agentqclawqclawqclaw
CI/CD BotAI-OS Bot@aios/botai-os bot
Security PlatformAI-OS Shield@aios/shieldai-os shield
Web UIAI-OS Dashboard@aios/dashboard
Shared SDK@aios/sdk
Blockchain SDK@aios/chain

QSKILL Format

Own format with OpenClaw adapter. Extends SKILL.md YAML frontmatter with blockchain metadata:

--- name: smart-contract-audit version: 1.0.0 author: 0xABC...DEF # on-chain identity (quantum-proof) chain_registry: qclaw://skills/smart-contract-audit verified: true # on-chain verification status requires: - tool: ralph-starter min_version: 0.3.0 - tool: slither tags: [security, blockchain, solidity] platforms: [terminal, telegram, discord] --- # Smart Contract Audit [Natural language skill instructions]

BD & Marketing Products

Two products serve the business development and marketing workflows. They share a Research Agent core that scans social platforms for market intelligence.

7 AI CRM

AI-powered business development. Contact enrichment, outreach drafting, deal tracking. Research Agent scans Twitter, Discord, Telegram, and other socials to identify leads and trending topics in your market.

PLANNED
8 Marketing Agent

AI content pipeline. Research Agent feeds trending topics into Content Ideas generation. Produces drafts for blog posts, social media, and threads. Two modes: human-reviewed publishing or autonomous posting.

PLANNED

7 AI CRM — BD Workflow

The AI CRM covers the full business development pipeline. CEX/DEX listings and liquidity are steps in the pipeline, not separate products.

StageWhat happensAutomation
ResearchResearch Agent scans Twitter, Discord, Telegram for trending topics, competitor moves, partnership opportunitiesContinuous (daily scans)
Contact EnrichmentAuto-enrich contacts with social profiles, on-chain activity, project dataOn new contact added
OutreachDraft personalized outreach emails, DMs, and proposals based on research contextHuman review before send
Deal TrackingTrack conversations, follow-ups, and deal stagesAuto-update from email/chat
CEX/DEX ListingTrack exchange listing applications, requirements, and statusStep in pipeline
LiquidityMonitor liquidity positions, pool health, and market making statusStep in pipeline

8 Marketing Agent — Content Pipeline

End-to-end content creation from social intelligence to published posts.

StageWhat happensMode
ResearchSame Research Agent core — scans Twitter, Reddit, Discord, Hacker News for topics your audience talks aboutContinuous
Content IdeasGenerates content ideas based on trending topics, mapped to your brand voice and expertise areasAutomated suggestions
DraftCreates full drafts: blog posts, Twitter threads, LinkedIn posts, Discord announcementsAI-generated
Post (Human Review)Drafts go to a review queue. Humans approve, edit, or reject before publishing.Human-in-the-loop
Post (Autonomous)Pre-approved content types post automatically on schedule. Good for recurring formats (daily tips, weekly roundups).Fully autonomous
Shared Research Agent: Both AI CRM and Marketing Agent use the same social intelligence engine. When the Research Agent finds a trending topic, it feeds the CRM (outreach opportunity) AND the Marketing Agent (content opportunity) simultaneously. One scan, two value streams.

Complete Product Map

The full AI-OS suite: 6 developer products + 2 business products, all built on shared infrastructure.

Category#ProductWhat it isStatus
Dev Tools1ralph-starterAutonomous coding enginev0.3.0 shipped
2qclawPersonal AI agent (messaging-first)New
3AI-OS BotCI/CD bot (GitHub/GitLab)New
4AI-OS ShieldSecurity & audit platformNew
Platform5ai-os CLIUnified command lineNew
6AI-OS DashboardWeb UI for everyonePlanned
BD & Marketing7AI CRMResearch Agent + outreach + deals + listingsPlanned
8Marketing AgentContent ideas + drafting + auto/manual postingPlanned
Foundation@aios/sdkShared LLM + integrations + auth + cost trackingNew
@aios/chainBlockchain identity + verification + skill registryNew
multivmlabs L1Quantum-proof blockchainIn development

AI-OS Product Strategy — multivmlabs — February 2026 — Confidential