Internal agents that self-improve
Brainbase hosts your agents, scores every run, and evaluates every change before it ships — across any model or harness.
Powering 10,000+ agents in production for
How Brainbase works
Define your agent
Configure your model, harness, skills, instructions, tools and more and deploy your agent.
schema: 1
harness: claude-code
agent:
name: Ops Agent
model: claude-opus-5
instructions:
text: "You clear invoice and inventory
exceptions for Acme Inc."
skills:
- source: registry:brainbase/invoice-match@1.2.0
- source: ./skills/vendor-lookup
mcp:
- name: netsuiteDefine success
Pull examples from production or upload your golden dataset to show your agent what success looks like.
| Input prompt | Input files | Criteria |
|---|---|---|
Input prompt Invoice INV-4471 from Northwind Logistics failed three-way match against the 22 March receipt. Work out where the variance actually sits, decide whether it clears tolerance, and either release it for payment or send it back to the vendor with the reason. | Input files inv-4471.pdf po-2209.json goods-receipt-2026-03.csv | Criteria
|
Input prompt The Dallas warehouse is 240 units short on SKU 55-A for tomorrow's outbound. Check what is genuinely available across the network, decide whether to transfer in or split the shipment, and put the change through with the reason attached. | Input files inventory-snapshot.csv outbound-2026-03-23.json transfer-rules.md | Criteria
|
Input prompt The Meridian Freight agreement auto-renews on 30 April at a 9% uplift. Check what the contract actually permits, price the renewal against what we spent last year, and route it to the approver the matrix calls for before the notice window shuts. | Input files meridian-msa.pdf spend-2025-fy.csv approval-matrix.md | Criteria
|
Configure your parameters
Set up your experiment budget and constraints.
Autoimprove
Watch your agent automatically improve.
- Claude Opus 5→Qwen 3.8+1-1
- Modified AGENT.md+12-4
- Added PDF skill+38-2
- Cached vendor lookups+21-6
What Brainbase handles for you
Standardize
One API for every agent
A single Managed Agents API for any model or harness — with a registry for your agents, skills and tools, and managed auth.
- Any model or harness
- A single registry for agents, skills & tools
- Managed auth out of the box
Orchestrate
Teams of agents, working together
Compose multi-agent systems that pursue complex goals, deployable anywhere your users already are.
- Multi-agent orchestration
- Hand-offs between agents
- Shared tools, memory & state
Surfaces
Deploy anywhere your users are
Ship the same agent to any surface natively — expose it as an API or drop it into the tools your team already lives in, with no glue code.
- API-native by default
- One agent, every channel
- No frontend work required
Scale
1 to 1M+ sandboxes in milliseconds
Spin up isolated sandboxes on demand and scale elastically — on your cloud or ours.
- Millisecond cold starts
- Your cloud or ours
- Elastic to 1M+ agents
Observe
See what actually happened in production
Inspect every trace and tool call, search across millions of logs, and track latency, cost, and quality in real time.
- Scalable trace ingestion
- Live performance monitoring
- Custom views & annotation
Enterprise-ready
Secure by default, compliant from day one — SOC 2 Type II, GDPR, HIPAA, SSO, RBAC, and hybrid deployment, out of the box.
SOC 2 Type II
Independently audited security controls, verified annually.
GDPR compliant
Full compliance with EU data protection regulations.
HIPAA compliant
HIPAA-grade controls to secure PII and PHI.
SSO / SAML
Integrate with your identity provider for seamless auth.
Granular permissions
Role-based access control at the project and resource level.
Hybrid deployment
Run agents and your data plane on your own cloud or ours.
From the blog
Introducing Universal Managed Agents API
@spacexai/grok-4.6 is live on Brainbase
@meta/muse-spark is live on Brainbase
