You probably have a dozen terminal windows open right now. Three of them are running Claude Code agents. One is stuck in an infinite loop. You’ve forgotten which worktree is tied to the auth refactor, and you have no idea how much money you’ve burned today. Welcome to the modern developer’s nightmare.
The future of AI isn’t about building smarter agents; it’s about surviving the ones we already have.
Everyone in the tech industry is obsessed with making LLMs smarter. We want better reasoning, more context windows, fewer hallucinations. But we’re ignoring the actual bottleneck. The problem isn’t that AI agents aren’t smart enough. The problem is that when you spin up multiple parallel agents, the human-AI interface turns into absolute chaos. You’re drowning in cognitive overhead, context switching, and unmonitored token burns.
Intelligence without orchestration is just chaos at scale.
This is where most developers hit a wall. You start using Claude Code to speed up your workflow. You spin up sessions for different features. Suddenly, you’re spending more time tracking which terminal is doing what than actually writing code. You lose track of branches, PRs, and session histories.
Enter Episko. It’s not another AI model trying to be clever. It’s a cockpit for your Claude Code agents, built in Rust. It gives you a bird’s-eye view of your entire chaotic operation. You can see exactly what each agent is doing, start sessions in specific worktrees, and auto-discover your run scripts in one place.
But the real magic is in the oversight. Episko tracks your context usage and session costs. It aggregates your daily spend and predicts whether your current token burn rate will blow past your limits in the next 5 hours or 7 days.
You can’t control what you can’t monitor, and you can’t scale what you can’t control.
If you’re using AI coding agents, you need to stop pretending you can manage this swarm manually. The next leap in developer productivity isn’t a new prompt or a marginally smarter model. It’s taking back control of the interface. Orchestration isn’t a nice-to-have; it’s the only way this scales.
FAQ
Q: Why do I need a separate tool just to manage terminal windows?
A: Because these aren't just terminals anymore; they're autonomous agents burning real money and tokens. Manual tracking guarantees you'll lose context and overspend.
Q: What exactly does Episko track?
A: It tracks project branches, worktrees, session history, context usage, and aggregated costs, complete with predictions on when you'll hit your subscription limits.
Q: Isn't this just adding another layer of abstraction?
A: It's the opposite. It removes the cognitive overhead of context-switching, letting you focus on the code rather than babysitting the agents.