Profit & Loss (P&L) for Engineering Leaders
Most engineering leaders can tell you their sprint velocity, their deployment frequency, and their open incident count. Far fewer can tell you what…
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Solving Adverse Selection in Automated Market Making via Deterministic MCP Tools
In high-frequency liquidity provision, specifically within decentralized prediction markets like Polymarket, the difference between a profitable str…
How to build a Financial Research Agent with SEC Filings and Market Data
Day 5 of 30 Days of Search. Quick Summary: You read the company’s filings, check the share price, and work through the numbers in a spreadsheet. The…
14.6 million official exchange rates from 107 central banks and tax authorities, now on Hugging Face
If you have ever needed "the ECB rate on the invoice date" for a tax return, a customs form, a transfer-pricing file or an audit, you know the probl…
LaunchTower Factor Model Report — 2026-09-14 (81 US large-caps)
LaunchTower — Factor Model Research Report Report date: 2026-09-14 · Data as of: 2026-09-11 (last close) · Universe: 81 US large/mid-cap equities Di…
Solving Proportional Financial Logic with Deterministic MCP Tools
Most LLM-driven automation fails at arithmetic because language models are probabilistic engines being asked to perform deterministic tasks. If you…
How I Built My First Crypto Trading Bot — A Neo's Journey into the Matrix
The Quest Begins (The "Why") Honestly, I was tired of staring at candlestick charts at 2 a.m., coffee gone cold, wishing I had a tiny robot that cou…
Finding the One: Moving Averages and RSI Indicators – A Neo’s Guide
The Quest Begins (The “Why”) Honestly, I was staring at a candlestick chart at 2 a.m., coffee gone cold, wondering why my “gut feeling” trades kept…
FlashAlpha vs Bloomberg Terminal 2026 - Options Analytics for Quants
Originally published at flashalpha.com . If you are comparing these two, you are probably not choosing between them. Most desks that run FlashAlpha…
Claude as a trading agent: what does the LLM actually add over a plain script?
This came up in Chinese AI developer communities this week, and the numbers are almost beside the point. A physics researcher (no CS background, no…
6 Best Stock Market MCP Servers in 2026: Real-Time & SEC Data
Most lists of stock market MCP servers quietly compare price feeds. That is useful if an agent only needs a quote. It is not enough when the questio…
How to Build a Stock Market Trading Bot in Python: Channeling Your Inner Neo
The Quest Begins (The "Why") Honestly, I was tired of staring at candlestick charts while my coffee went cold. I kept thinking, “What if I could aut…
Building an MCP Server on 31 Million Rows of Financial Data
This is the architecture of Shibui Finance , an MCP server that gives Claude direct SQL access to 64 years of US stock market data. About 10,000 sym…
AI in fintech: use cases that work in production
Why fintech is a different environment Financial services applications have accuracy and explainability requirements that most other AI contexts do…
Berkshire's $397 Billion Bet Against an Overheated Market!
The Mechanics of Capital Preservation: Analyzing Berkshire Hathaway’s Liquidity Strategy The recent disclosure that Berkshire Hathaway has accrued a…
Building a Stock Market Trading Bot in Python: My Neo Moment
The Quest Begins (The "Why") Honestly, I was tired of watching my portfolio fluctuate while I stared at candlestick charts like they were hieroglyph…
The Botfather: Building Your First Crypto Trading Bot
The Quest Begins (The "Why") Honestly, I was tired of staring at charts at 2 a.m., trying to catch that perfect entry while my coffee went cold. I’d…
We built a budgeting app that skips the bank login — here's the trade-off
Most budgeting apps open with the same onboarding step: connect your bank account. For a certain group of people, that's where the process ends — no…
The 27-Day Runway Problem: Why Most Solopreneurs Are 4 Weeks From Closing (And the Forecasting Fix)
The 27-Day Runway Problem: Why Most Solopreneurs Are 4 Weeks From Closing (And the Forecasting Fix) You have 27 days. That's the median cash reserve…
QuantConnect Review: Running 2,400 Backtests Without Installing a Single Python Library
Two years, 2,400+ backtests, and one accidentally profitable strategy — here's what actually happens when a developer tries to become a quant. I fir…
Is it safe to connect my bank account to AI?
The honest version of this question has five answers — one per thing that could go wrong. "Is it safe?" by itself is not really answerable; "is this…
I Built a Privacy-First Calculator Platform With Zero Tracking — Here's the Architecture
` Every financial calculator website I've used tracks you. Calculator.net, Omni Calculator, Mathway — they all collect your inputs, profile your beh…
One Open Source Project a Day (No. 59): Claude for Financial Services - Anthropic's Official AI Agent Suite for Finance
Introduction "From watching analysts work to managing the analytical pipeline itself." This is the 59th article in the "One Open Source Project a Da…
Mitsubishi Corporation (TSE: 8058): Why Buffett's Biggest Japanese Bet Keeps Getting Bigger
¥1.17 Trillion in annual profit. Japan's largest corporate buyback. A 9% Berkshire Hathaway stake. And yet the stock trades at 10 times earnings. Th…