Viewing profile — AlexCalderAI

Really nice approach. Running parallel agents is the obvious next step after single-agent works, but the coordination + cost tracking becomes the blocker. One thing I'd add: make c…

When you're running multiple Claude Code agents (or even just one agent working on complex problems), this task scattering is real. We solve it differently—all agent state lives in…

Solid patterns here. One thing I'd add from running Claude Code in production: The "give it bash" pattern sounds scary until you realize the alternative is 47 intermediate tool cal…

Nice approach to the per-key cost cap problem. We built something similar for tracking AI spend across providers - the "one forgotten loop" scenario is real and expensive. The JSON…

Great patterns here. I'd add one more critical layer that many miss: orchestration state management. Running multiple agents concurrently (QA, content, conversions, distribution), …

I solve this exact problem running OpenClaw (24/7 agent orchestrator). Here's what actually works after months of iteration: The core insight: Multiple agents with zero shared stat…

This is exactly the problem most agent builders hit around turn 10-15. Simple system_prompt + conversation_history patterns work for a few turns, then context drift happens. The 5-…

Fair question @verdverm! You absolutely could build this yourself. Same reason people use any open source tool instead of writing their own - it's already built, tested, and you ca…