The Archive · 2013 — Now
Notes from the practice.
Write to figure out what you actually think. The post is the second draft of a thought you had earlier in the day.
522 essays in the archive · 13 languages · 55 categories
I Cheated: Sydney Can Now Read the Narrative in 10-K Reports
I scaled Sydney to read 10 years of narrative content from Big Tech's annual reports by strategically limiting scope to 7 companies—here's how I balanced cost vs capability.
Read the analysis
Less Is More
I combined two AI agents into one multi-talented assistant that can analyze S&P 500 financials AND my 15 years of blog content—proving less really is more.

S&P500 Agent MVP Launched: Answering Financial Questions Grounded with SEC Data
I built an AI agent that answers financial questions using 10 years of SEC data—and finally solved my streaming challenges to make it real-time and verifiable.
The Full Index
Earlier entries
Sort: Newest
The Changing World Order: Ray Dalio’s 2024 Great Powers Index and What Lies Ahead
No. 05AIThree months later: Still coding, still learning, still stuck (sometimes)
No. 06AIAn upgrade to my current chatbot
No. 07AIBuilding a Self-Evaluating Financial Chatbot: A Journey Through Data, Code, and Struggles
No. 08AIMy 4-Week Journey: From Frontend Upgrades to Docker Struggles and Breakthroughs
No. 09AIChatbot v2.10 Unveiled: Elevating User Experience with Enhanced Speed, Scalability, and Simplicity
No. 10AIHow I Emerged From Coding Quicksand With an AI Agent
No. 11Expats in the USFrom the World's Tallest Tree to Ancient Volcanic Remains: Unveiling the Secrets of America's Beloved Western National Parks
No. 12AIOne year later: My search habits confirm the rise of AI assistants and the transforming future of SEO
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