Features
Everything you need to run an autonomous team
Six core capabilities, one platform. Skip the glue code, skip the duct tape, skip the all-nighters.
Agent orchestration with built-in cost controls and approval gates
Open-source core with full tracing and audit logs from day one
Agent orchestration with built-in cost controls and approval gates


Budget Controls
Real-Time Tracing
Agent Orchestration
Open Source Core
Budget Controls
Real-Time Tracing
Agent Orchestration
Open Source Core

Orchestration
Coordinate teams of agents with delegation, dependencies, and shared context across runs.
- Build org charts with CEO, leads, and worker agents
- Delegate tasks across hierarchies automatically
- Share context between agents on the same goal
Agent Runtime
Long-running agents with persistent state, resumable sessions, and graceful failure recovery. State saves to disk on every step, so a killed process picks up exactly where it left off. No lost context, no wasted tokens, no restarted runs.
- State persists to disk on every step
- Resume sessions exactly where they stopped
- Sandboxed execution prevents cross-contamination



Tracing
Every prompt, tool call, and decision logged. Replay any session step-by-step in the dashboard, search runs by prompt or outcome, and debug failures in minutes instead of hours. Export traces to your existing observability stack when you need to.
- Full trace timeline for every agent run
- Step-by-step session replay in the dashboard
- Search runs by prompt, tool, or outcome
Governance
Hard caps and soft warnings stop runaway agents before they burn through your token budget. Set monthly limits per agent, project, or goal. Real-time cost attribution shows exactly where every dollar went, with zero markup on token costs from your model provider.
- Approval gates on hires, strategy, and budget changes
- Pause, override, or terminate any agent at any time
- Hard caps stop runaway loops before they spend

Testimonials
Trusted by Teams That Value Clarity
"Replaced three internal tools and a Frankenstein cron setup with one platform. Onboarded the entire team in an afternoon."
"Most agent tools tell you how to build agents. RunLoop tells you how to run them at scale. Different problem, better answer."
"The budget caps alone paid for the migration. We were burning $400 a day on stuck loops. Now we don't."
"Replaced three internal tools and a Frankenstein cron setup with one platform. Onboarded the entire team in an afternoon."
"Most agent tools tell you how to build agents. AgentAI tells you how to run them at scale. Different problem, better answer."
"The budget caps alone paid for the migration. We were burning $400 a day on stuck loops. Now we don't."
"It's rare to find a tool this powerful that's also actually open source. The runtime is what every infrastructure company should aspire to be."
"We ship 5x the autonomous workflows we did six months ago. The tracing layer is the reason none of them break in production."
"From install to first production agent in under a day. The docs and Discord community made it feel like we'd been using it for months."
"It's rare to find a tool this powerful that's also actually open source. The runtime is what every infrastructure company should aspire to be."
"We ship 5x the autonomous workflows we did six months ago. The tracing layer is the reason none of them break in production."
"From install to first production agent in under a day. The docs and Discord community made it feel like we'd been using it for months."
"It felt less like adopting a vendor and more like inheriting a well-built internal platform. The MIT license seals it."
"Self-hosted, audit-logged, governed by approval gates. Procurement signed off in one meeting. T
"Our agents survive restarts, crashes, and bad deployments. That alone makes RunLoop the only platform we trust with production workloads."
"It felt less like adopting a vendor and more like inheriting a well-built internal platform. The MIT license seals it."
"Self-hosted, audit-logged, governed by approval gates. Procurement signed off in one meeting. T
"Our agents survive restarts, crashes, and bad deployments. That alone makes AgentAI the only platform we trust with production workloads."
METRICS
Infrastructure That Delivers Measurable Impact
+5x
Content output velocity
-94%
Reduction in runaway costs
+12.4k
GitHub stars and growing



