What we are building
Funds are the product. Research tools are the engine. Updates are the proof. AI-managed Funds are the destination — tested in public first.
Research Engine
Five live research surfaces feeding screening and risk.
Pre-live Funds
Research-informed portfolios — human-reviewed, not autonomous capital.
Allocation Logic
Scoring thresholds and risk rules hardened in production.
AI-managed Funds
AI Fund Agent in development — not released.
Step 1
The research engine
Five live research surfaces on the app, each answering a decision question that feeds screening and risk checks for the pre-live testing Funds.
Macro Economics
Regime context for exposure and risk posture.
Open →Narrative Momentum
Thematic opportunity and crowding context.
Open →News & Events
SoonToken news, market events, and narrative catalysts surfaced in real time.
In developmentPerformance Signals
Trend quality and relative strength for candidate selection.
Open →Social Signals
Attention quality and narrative risk before you post or size.
Open →Security Signals
No-go flags and contract-level risk rejection.
Open →Step 2
Pre-live testing Funds
Each Fund is screened, scored, and risk-checked using the research engine above — human-reviewed today, not autonomous capital.
Messy Virgo Funds
Pre-live testingFull Fund workflow in action — screening, scoring, risk rejection, and allocation discipline — proving the process before any live AI-managed capital.
mvf-messybased · base
NAV
$35,607
mvf-base-sub3m · base
NAV
$12,480
Also on Guru.fund
Small human-managed portfolios, separate from app pre-live testing.
Steps 3 & 4
Toward AI-managed Funds
Pre-live testing is not the end state. The next layers harden allocation rules and move toward autonomous execution only when the process is proven.
Step 3 · Coming
Allocation Logic
Screening playbooks, scoring thresholds, and risk rejection rules tested against real portfolios before any live autonomous capital deployment.
Step 4 · Future
AI-managed Funds
The AI Fund Agent is in development and not released. Follow proof and updates — do not treat pre-live testing as live AI-managed performance.
Proof and updates
We track and document what works, which tools mattered, what was rejected, and what it teaches the future AI Fund Agent.
Latest update
Messy Fund Update
3 funds, new council sessions, macro Neutral, narrative leaders, and what this teaches the AI Fund Agent.
Open →Build Log
Weekly shipped progress
Tools, app Funds observed, and agent pipeline milestones.
Open →Blog
Architecture & Fund updates
Long-form proof — not a passive archive.
Open →Verify & Buy $MESSY
Swap $MESSY on Aerodrome (Base). Use 4.95% slippage. Always verify the contract address before trading. Contract, custody, vesting, and governance are all verifiable on-chain.
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