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7h ago · 3 min read · 24/7 AI agents that find and execute work without human intervention. Here's how we built it in production. The Problem: Passive AI Most AI assistants are reactive: they wait for you to talk. But real operations need proactive behavior: publish a blo...
Join discussion1d ago · 5 min read · Introduction: The Trap Every Quant Beginner Falls Into Get into quantitative investing and you'll inevitably encounter three names: Backtrader, VnPy, and Qlib. After reading about all three, most beginners end up more confused—"Backtrader is easiest,...
Join discussion1d ago · 4 min read · Making Your SPA Remember State with localStorage — 3 Patterns and Their Pitfalls In a vanilla JavaScript SPA without build tools, you want the page to return to "where you were" after a reload. React has zustand + persist, Vue has pinia-plugin-persis...
Join discussion1d ago · 4 min read · Solving the Memory Problem in Multi-Agent AI — Building a Memory Service with PostgreSQL + pgvector Running 20+ AI agents and making them actually remember past conversations. Here's how we built it from scratch. The Problem: Agents Forget We run 20+...
Join discussion2d ago · 4 min read · Building a Mattermost Plugin to Switch AI Agent Models from the UI TL;DR Running 20+ AI agents means "switch this agent to GPT-4o" or "put everyone back on Claude" happens constantly. Editing config files and restarting gateways every time is painful...
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