The Archive · 2013 — Now
AI archive.
135 posts in this category
135 essays in the archive · 13 languages · 45 categories
I Cheated: Ask Sydney Can Now Read the Narrative in 10-K Reports
I scaled Ask 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.
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Three months later: Still coding, still learning, still stuck (sometimes)
No. 05AIAn upgrade to my current chatbot
No. 06AIBuilding a Self-Evaluating Financial Chatbot: A Journey Through Data, Code, and Struggles
No. 07AIMy 4-Week Journey: From Frontend Upgrades to Docker Struggles and Breakthroughs
No. 08AIChatbot v2.10 Unveiled: Elevating User Experience with Enhanced Speed, Scalability, and Simplicity
No. 09AIHow I Emerged From Coding Quicksand With an AI Agent
No. 10AIOne year later: My search habits confirm the rise of AI assistants and the transforming future of SEO
No. 11AIMy Journey Through 7 Andrew Ng Courses on Machine Learning and AI
No. 12AIChatGPT 'Error in Moderation': What It Meant
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