Why I’m Building AI Tools for Venture Capital
The operational inefficiency in VC is staggering. Here’s how VCOS is automating what nobody wants to do.
Blog
Thoughts on AI, engineering, and building venture-backed products.
Building AI Financial Intelligence for Small Businesses
What used to take a team of analysts hours can now be done in seconds. Here is how B:Side Assist brings financial clarity to every small business.
B:Side Assist MCP: Give Your AI Agents Access to Financial Data
Your AI agents can read your email, browse your docs, and pull from your CRM. Now they can understand your finances too.
Inside AI Assist: Architecture of an AI Financial Analyst
The architecture behind B:Side Assist’s AI agent, from reasoning loops to deterministic model fallback, and every hard tradeoff in between.
Building AI That Understands Your Building
Buildings produce 42% of yearly CO2 emissions, and the people managing them are buried in dashboards they never open. Here is how GrydAI changes that.
Inside GrydAI: The Architecture of an AI Building Engineer
A technical deep dive into GrydAI: the streaming agent loop, persistent Python sandbox, three store memory, and the constraints that make the numbers honest.
Penetration Testing in the Age of Vibe Coding
Everyone is shipping AI-generated code to production. Almost nobody is testing it for vulnerabilities. That gap is about to become very expensive.
The $2 Trillion Industry Still Running on Spreadsheets
Private credit hit $2 trillion in AUM and deployed $592 billion last year. The teams managing it are still manually spreading financials and discovering covenant breaches a month after they happen.