AI-first quant research

Quant Finance for
the AI Era.

Burning down the $24k/year Bloomberg gate with Claude Code + Systematic Alpha.

vqa-terminal
Running...
Momentum Scanner
TickerPriceRSI
SPX42069.0069.4
NVDA1337.8862.1
IBIT69420.0054.8
AAPL888.8852.4
TSLA42.4248.2
GOLD1234.5642.1
Vol Surface Skew
Agent Logs
$ python agents/momentum_scanner.py --lookback=20d
[09:31:02] Scanning S&P 500 for trend breakouts...
[09:31:03] Calculating ADR % and Relative Volume
[09:31:03] ADR: 3.2% | RVOL: 2.4x
[09:31:04] ⚡ Momentum breakout detected: NVDA > $130
[09:31:04] 🔺 Trend strength index: +4.2σ (Extreme)
[09:31:05] Deploying mean-reversion filter...
[09:31:05] ✓ Agent online. Monitoring 50 tickers.
[09:31:06] █
System: OnlineLatency: 12ms
SPX 42,069.00NVDA 1,337.88IBIT 69,420.00AAPL 888.88TSLA 42.42GOLD 1,234.56THESE NUMBERSARE FAKEAS FUCKREGIME FICTIONAL
SPX 42,069.00NVDA 1,337.88IBIT 69,420.00AAPL 888.88TSLA 42.42GOLD 1,234.56THESE NUMBERSARE FAKEAS FUCKREGIME FICTIONAL
SPX 42,069.00NVDA 1,337.88IBIT 69,420.00AAPL 888.88TSLA 42.42GOLD 1,234.56THESE NUMBERSARE FAKEAS FUCKREGIME FICTIONAL

Build in Public.
Trade in Private.

Most quants are too stiff to use AI. Most "vibe coders" are too loose to use math. We are the bridge.

VibeQuant is a front-row seat to an independent institutional quant using LLMs to build, backtest, and deploy systematic trading systems in real-time.

Claude Code Workflows

The exact prompts and skills used to automate research.

Detailed breakdowns of LLM-powered agents parsing earnings calls, extracting sentiment from 10-Ks, and generating trading signals. Every architecture decision explained, every failure mode documented.

agent_analyzer.py
$ python analyze_filing.py --ticker AAPL
Loading 10-K filing...
Extracting MD&A section...
Running sentiment analysis...
Sentiment Score: 0.72 (bullish)
Risk Mentions: 23 (+4 YoY)
Signal: BUY (confidence: 0.84)

Custom MCPs

Direct AI access to live market data and technical signals.

Production-ready Python snippets and MCP configurations. We show you how to give your AI direct access to real-time price feeds, volume analysis, and momentum indicators.

vol_surface.py
1import yfinance as yf
2from scipy.interpolate import griddata
3
4def fit_svi_surface(ticker, expiry):
5 # Fetch option chain
6 chain = yf.Ticker(ticker).option_chain(expiry)
7
8 # Extract strikes and IVs
9 strikes = chain.calls['strike'].values
10 ivs = chain.calls['impliedVolatility']
11
12 return griddata(strikes, ivs, method='cubic')_

The Blood on the Tracks

Hard-learned lessons from the front lines.

No sanitized corporate case studies. We share the raw reality of building AI-first quant systems. From the prompts that hallucinated signals to the architectures that didn't scale, we share honest research when it matters.

SPX
0
+6.90%
IBIT
0
+4.20%
TSLA
0
-0.42%
Market Regime
Low Volatility
VIX < 15 for 12+ days

The Build Pulse

A constant stream of quant research, working code, and market logic. No fluff, no rigid schedules - just the build as it happens.

The Build Feed

Daily posts covering everything from agentic workflows to high-conviction market research.

High Frequency

Code Drops

Production-ready Python snippets, MCP configs, and Claude prompts dropped directly into your inbox.

As it Ships

Strategy Logic

Deconstructing momentum breakouts and mean-reversion filters with institutional-grade math.

Pure Substance

High-frequency output for the modern quant.

Inside the Build

A front-row seat to the tools and strategies shaping the next era of quant finance.

VQA Core

The Agentic Workflow

Using Claude Code and custom MCPs to automate the research loop. From raw filings to trade-ready signals in minutes.

Join the build
VQA Core

Systematic Strategy Logic

Deep dives into momentum breakouts, mean reversion filters, and backtesting harnesses that actually survive the real market.

Join the build
VQA Core

The Founding Member 20

Direct access to the builder, early drops of every script we ship, and a lifetime price lock for the first 20 members.

Join the build

$100/year. Price locked forever.

Join as a founding member and get full access to every prompt, script, and MCP we build.
Limited to the first 20 members.