The future of work is humans and agents operating over a shared company brain. Few operators. Hundreds of agents. 24x7 execution
Need a self-hosted or air-gapped deployment?
Deploy Workers. Measure Outcomes.
A background agent is an autonomous AI worker that executes tasks without requiring a human at the keyboard. Unlike interactive coding assistants, background agents are triggered by events, run on schedules, or coordinate in fleets.
| Dimension | Coding Assistant | Software Factory |
|---|---|---|
| Where it runs | Your local machine | Cloud sandbox / Devbox |
| How triggered | You type a prompt | Event, schedule, or fleet |
| Scope | Depends on the engineer | Entire repos & systems |
| Developer role | Driver | Architect & reviewer |
| Availability | When you're active | 24/7 continuous |
| Tracking | Limited visibility | Per-feature execution + production tracking |
| Organization model | Human-driven tooling | AI-native operational system |
| Model strategy | Usually one model | Best model selected per task |
Multiplayer Workspace
Few humans. Hundreds of agents.
Use the best model for every task including planning, coding, reviews, testing, and handoffs, all coordinated through one shared interface across Slack, Kanban, MCPs and APIs.
Build software in batch mode.
Queue work in bulk and execute tasks asynchronously. Most frontier models are up to 50% cheaper in batch execution.
Every task is audited and remembered.
Every agent action is traced, reviewed, and stored, building a compounding knowledge layer across your team over time.



Get Started
Connect your code and data sources and let agents work inside isolated, fully secure sandboxes.
Choose from pre-built agents or define custom behaviors for your workflows.
Set automations or work items on a Kanban board, then trigger agents on schedules, GitHub events, CI failures, Slack, or webhooks.
Agents handle the mechanical work. Your team focuses on what only humans can do.
Work with our Forward Deployed Engineers to automate your company specific requirements.
Who it's for
For Founders
Launch products and features faster without scaling headcount linearly.
Build a software factory where agents ship features, answer questions, automate workflows, and improve systems, giving every employee access to an on-demand team of builders.
For CTOs
Increase engineering velocity while keeping teams lean.
Automate testing, reviews, documentation, and repetitive workflows with coordinated agents that help teams ship faster with confidence.
For Senior Architects
Offload repetitive implementation and operational work to agent teams.
Move smaller features, migrations, and refactors in parallel while focusing your time on architecture, system design, and critical technical decisions.
For VP Engineering
Track token usage, infrastructure cost, and execution efficiency per feature.
Apply the same operational discipline as cloud infrastructure to your agent fleet, with full visibility into spend and efficiency.
Deployment
Decide how to deploy for your organization based on your security and compliance needs.
Fully managed, secure and compliant. The fastest way to get started.
XHawk manages the control plane while your data stays in your infrastructure.
The full platform runs in your cloud. Your data never leaves your VPC.
The Exponential Workspace for AI-native teams
Multi-model by design
Use the best model for every task. Route work across frontier, open-source, and private models without vendor lock-in.
AI Factory, not just coding agents
Specialized agents collaborate across planning, implementation, code review, testing, security, and documentation to deliver complete outcomes.
Secure infrastructure you control
Deploy in your cloud, VPC, or on-premises environment with enterprise-grade security, auditability, and governance.
Company-wide knowledge graph
Connect code, documents, tickets, pull requests, incidents, and conversations into a unified knowledge layer for reasoning and automation.
Transparent and observable
Track every decision, action, artifact, and agent interaction with complete visibility into how work gets done.
Scale from one feature to thousands
Run parallel agents across teams, repositories, and projects to accelerate outcomes without scaling headcount.
❯ Get Started Now
Pay only when you're ready. Every feature. Every integration. $5 in credits on the house. No credit card, no sales call, no catch. When you need more, you connect a card and pay as you go.