Agentic Engineering: What Replaced Vibe Coding
Karpathy coined agentic engineering as vibe coding's professional counterpart. Here's the methodology — task decomposition, review gates, and real walkthroughs.
Blog
Insights on finance, deal structures, systems, and building. 11 articles.
Context Engineering for AI Agents: What I Actually Configure
My CLAUDE.md is 500+ lines. Here's what context engineering for AI agents looks like in production — hooks, MCP routing, memory — not just prompt engineering.
How I Use Agentic AI to Run a One-Person Company
I manage CRE deals, dozens of trading strategies, IoT hardware, and iOS apps — alone. Here's what agentic AI actually does in my daily workflow, not what it could.
Shipping IoT Hardware Solo: ESP32 Prototype to Deployment
I built an IoT thermal detection system using ESP32-S3, MLX90640 sensors, and cellular backhaul — solo, with no hardware background. Here's the full journey.
Vibe Coding vs Real Engineering: Where I Draw the Line
I use AI to write code daily and run production trading bots handling real money. Here's where vibe coding works, where it breaks, and why the debate misses the point.
What Breaks When You Automate Everything as a Solo Founder
I run a fleet of automated trading systems, IoT hardware, and an iOS app — all solo. Here's what actually breaks, how failures cascade, and what I've learned you can't automate.
How I Built 54 Trading Bots as a Side Project
I run 54 trading bots across 5 markets. Here's what 3 years taught me about strategy decay, slippage, correlated drawdowns, and what actually breaks.
How I Build in Public as a Technical Founder
I run a multi-market trading infrastructure, ship iOS apps, and build IoT hardware — all solo. Here's what I share, what I keep private, and why transparency compounds.
Solo Founder Automation Stack: 54 Python Bots
I run 54 automated bots on a single Mac using Python and launchctl — for $8/month. Full architecture, real failures, and cost analysis vs. cloud.
Why I'm a Commercial Real Estate Sales Associate Who Codes
I'm a licensed CRE sales associate who also runs production trading infrastructure and ships software. Here's why commercial real estate's tech gap is my biggest competitive advantage.
Financial Modeling Fundamentals for M&A
DCF, LBO, and merger models explained — the three financial models that drive every M&A valuation, with synergy frameworks and sensitivity analysis.