Think Kubernetes but for your multi Agents systems.
Deploying all your agents in one container wastes 40% of your compute, creates 100% blast radius on every deploy, and forces you to scale everything together. Consonant runs each agent independently—they scale separately, fail separately, and deploy separately.
🚫 BEFORE CONSONANT
Monolithic Container- ❌One agent crashes → All agents die (100% Outage)
- ❌Resources wasted (provisioned for peak of ALL agents)
- ❌Update one agent → Redeploy everything
✅ AFTER CONSONANT
Independent Agents- ✅Failures isolated (One crashes, others stay up)
- ✅Resources right-sized (Save 40% on compute)
- ✅Independent deploys (Update Agent A in seconds)
THE 2 AM DISASTER
How One Agent Takes Down Your Business
Fraud detection agent memory leak
Consumes all RAM
The node is now under extreme pressure. Others are being starved.
Kubernetes kills the pod
The Cost of Chaos
"This happened to you last quarter."
You called it 'an incident'.
We call it 'predictable architectural failure'.
The Six Production Disasters
Monolithic agent systems inevitably hit these walls.
BLAST RADIUS DISASTER
One agent crashes → All 5 agents restart.
- 18 days downtime/year
- 100% system outage
- $2.75M revenue lost
- 20% degradation
- 7 days downtime/year
- $2.75M saved
COST WASTE DISASTER
Over-provisioning 20 CPUs for 1 active agent.
- 40% compute wasted
- $20k/year overspend
- Idle resources billing
- Right-sized pods
- Auto-scaling 0-100
- Pay for usage only
DEPLOYMENT RISK DISASTER
Typos in one agent break the entire monolith.
- Fear of Friday deploys
- 208 hours frozen/yr
- Rollbacks take hours
- Isolated rollouts
- Canary deployments
- 2 min recovery
SCALING HELL DISASTER
Scaling your email agent? You must scale your heavy researcher too.
- 9x resource bloat
- Saturated DB connections
- Capped throughput
- Independent scaling
- Efficient usage
- Uncapped growth
DEPENDENCY & LOCK-IN HELL
Python version conflicts & locked into one framework forever.
- Can't use best tools
- Venv nightmares
- Rewrite to switch tools
- Any language/lib
- Mix LangGraph/CrewAI
- Container isolation
NOISY NEIGHBOR DISASTER
One greedy agent eats 100% CPU, starving the router.
- Unpredictable latency
- Random timeouts
- Hard to debug
- Strict CPU limits
- Guaranteed QoS
- Predictable perf
If you have 3+ agents in production, you've hit at least five of these.
Consonant solves all.
The Complete Architecture: How It Actually Works
Consonant sits between your intelligence and your infrastructure.
Intelligence
LLM decides which agent to use based on the user request and agent capabilities description.
Policy Engine
OPA enforces governance (SOC2-ready). No action is taken without a policy check pass.
Observability
Complete audit trail. Every input, output, and tool call is traced and recorded.
See It In Action:
Black Friday Database Crisis
A real-world incident that would take 30 minutes to fix manually.
Consonant solves it in 1 minute.
db-diagnostic-agentThe ROI: What You Actually Save
Consonant pays for itself in infrastructure savings alone.
Stop over-provisioning for worst-case scenarios. Right-size every agent.Verified by docs →
Deploy agents independently. Updates take 2 minutes, not hours.Higher throughput →
Built-in policy engine and complete audit trails for every agent action.Audit ready →
Who This Is For
Platform Engineering
- Running 5+ AI agents in production
- Tired of fragile monolithic deployments
- Need governance and observability
"Stop firefighting, start scaling."
Regulated Industries
- Need SOC2/HIPAA compliance
- Require complete audit trails
- Can't afford governance gaps
"Pass audits, not excuses."
AI-First Companies
- Scaling from 10 to 100+ agents
- Need independent agent lifecycle
- Want runtime intelligence
"Build the AI revolution on solid infrastructure."
Compare Approaches
| Feature | Monolithic | DIY K8s | Consonant |
|---|---|---|---|
| Blast Radius | 100% (All crash) | Manual setup | <20% (Isolated) |
| Deploy Time | Hours | 30 min | 1 min |
| Governance | None | Custom build | Built-in (OPA) |
| Observability | Logs only | Custom | Complete Traces |
| Time to Prod | Months | Months | A day |
Get Started
Stop letting your agents crash together. Separate them today.
Try Locally
Run the full platform on your laptop in 5 minutes.
Deploy to Production
Ready for real traffic? Use our production-grade features.
- Multi-cluster support
- Policy enforcement (OPA)
- Complete observability
See the ROI
Why enterprises switch to independent agent runtimes.
- 40% infrastructure savings
- Compliance-ready (SOC2/HIPAA)
- Zero vendor lock-in