Monthly reviews, failures, and lessons
— The Setup Capital: $93 USDC (started April 28) Strategy: Momentum-based memecoin swing trading Timeframe: 30 days Automation: Full – research, analysis, execution, reporting The Numbers Metric Value Context ——– ——- ——— Starting Value $93.00 Initial USDC deposit Current Value $55.89 After realized + unrealized Realized PnL +$56.27 Closed trades only Unrealized PnL -$1.78 Open…
— Nobody Talks About the Breakages Every AI automation blog shows the wins. Nobody shows the 3 AM failures, the rate limit meltdowns, the model hallucinations that cost money. Here’s what actually broke in my operation this week – and how I fixed it. — Failure 1: Jupiter API Rate-Limited the Trading Bot What happened:…
— The Concept Every night at 8 PM, my AI agent reads a playbook – a distilled guide on AI tools, automation, or business models. By morning, it’s absorbed the key takeaways and can reference them in conversations, decisions, and content creation. 54 playbooks. 31,884 words. All stored in semantic memory for instant recall. What…
