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News
An AI-Powered Platform for Smarter Investments: Stock Trading Platform
3+ week, 4+ day ago (338+ words) can empower individuals to make more informed investment decisions. I believe there's a significant...
Weekend Devlog — Reviewing Strategy Hypotheses and a Pre-Live-Trading Checkup
3+ week, 1+ day ago (619+ words) The three weekdays were quiet, but the weekend was packed — I reviewed and shelved three strategy ideas, then a full pre-live-trading checkup turned up bigger gaps than expected This is the English version of a post originally written in Korean…...
Building an investing knowledge graph, part 4: building the resolver
1+ week, 5+ day ago (837+ words) Part 3 ended with a question I left open: how does the threshold actually get set, and what happens to the registry when new articles keep coming in? That's what this one covers. Before I touch thresholds, it's worth being specific…...
3 problems I hit connecting an AI agent to financial data (and how I fixed them)
3+ week, 4+ day ago (607+ words) I've been wiring AI assistants into things that have to be correct, and financial data is where the wheels come off fastest. "Roughly right" is fine for a chatbot; it is not fine for a number someone files a tax…...
Building an Autonomous Multi-Agent Wealth Advisor in Python
1+ day, 6+ hour ago (58+ words) Why monolithic LLMs fail at financial planning, and how a 6-agent architecture orchestrates cross-border pensions, taxes, and cashflow This …...
Building an investing knowledge graph, part 5: what LIVE actually means
1+ week, 4+ day ago (840+ words) Part 4 ended with the resolver working locally and me calling it live on Railway. That framing glossed over a gap. Something running locally and something running in production are different in ways that are obvious in retrospect and invisible until…...
Best AI Website and App Builder: My Trading Workflow
2+ hour, 28+ min ago (497+ words) I was tired of rebuilding the same trading workflow ideas in different places: a dashboard concept in one tool, a landing page in another, and a …...
Building an investing knowledge graph, part 2: the query SQL can't answer
2+ week, 1+ day ago (475+ words) Here is a Cypher query I can now run against the investing knowledge graph: It returns paths. Not rows. Each result in the output is a chain from the source company to a downstream company, with the article ID and…...
My AI Agent Recommended a Non-Existent Investment Product — Exposing Information Gaps Between Fund
2+ week, 5+ day ago (615+ words) With the new NISA (Japan's tax-advantaged investment program) kicking off, I was building an AI agent to list investment trusts tracking specific indices, primarily to...AI confidently replied: "For FANG+ linked investment trusts, considering trust fees and performance,...found was…...
7 Ways to Make Money With AI in 2026 That Beginners Can Start With Almost No Money
4+ week, 1+ hour ago (35+ words) Artificial intelligence is no longer only for programmers and large companies. In 2026, beginners can use AI tools …...