Parinita Opera
One Software Stack Across 101 POPs and 9 Compute Planes
Instrument. Maestro. Orchestra. Crucible. Version-locked and integration-tested as one distribution.
Opera is the layered software stack that binds Instrument, Maestro, Orchestra, and Crucible into a single coherent platform — hardened OS, Kubernetes lifecycle, workload control plane, and sovereign network OS — composed so every Parinita product runs on one predictable substrate.
Managing OS, Kubernetes, Control Plane, and Network OS as Separate Cadences Creates Dangerous Drift
Four infrastructure components with four independent maintenance cadences across 101 sites is a drift risk that compounds with every release.
When the OS version at one site doesn't match the Kubernetes version expected by the control plane, or the network OS BPF map format diverges between sites, incidents occur that no single component team owns.
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Four Independent Release Cadences Create Cross-Component Drift
Instrument, Maestro, Orchestra, and Crucible each have independent release cycles. Keeping four components version-compatible across 101 sites is a full-time engineering burden.
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Cross-Component Incidents Have No Single Owner
When an issue crosses component boundaries — OS and Kubernetes disagree, control-plane schema and network OS BPF maps diverge — no single component team owns the incident.
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New POP Bootstrapping Requires Compatibility Matrix Work
Adding a new POP requires choosing compatible versions of four components. Without a versioned bundle, that is custom engineering work at every new site.
Four layers. One coordinated release.
Opera adds version coordination and a unified support surface across Instrument, Maestro, Orchestra, and Crucible — one target release, one upgrade primitive, one support contract.
Components remain individually addressable for advanced operators. Opera just adds version coordination and end-to-end support on top of individually capable products.
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One Platform, Four Layers
Instrument (OS) + Maestro (Kubernetes lifecycle) + Orchestra (workload control) + Crucible (network OS) — version-locked and integration-tested as a single distribution.
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101 POPs, One Image
The same Opera bundle runs across all 101 POPs and 9 compute planes — no per-site customization, no version drift, no surprises at 3am.
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Single Upgrade Path
One coordinated rollout pushes new OS, cluster, control-plane, and network-OS releases through the fabric — with canary, staged regional deployment, and automatic rollback.
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End-to-End Support
One support contract spans the whole stack. No vendor finger-pointing when an issue crosses component boundaries.
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Canary and Staged Rollout
Opera releases deploy canary to one POP first, validate attestation and SLO compliance, then fan out regionally before fleet-wide deployment. Automatic rollback on failure.
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Chrysalis-Anchored Release Records
Every Opera release push — per POP, per plane — anchors on Chrysalis as a signed artifact lineage record. What version ran on which node, when, is cryptographically verifiable.
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Components Remain Individually Addressable
Instrument, Maestro, Orchestra, and Crucible remain individually addressable for advanced operators. Opera adds version coordination — it does not hide the components beneath it.
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No External Dependency
Opera's coordination infrastructure runs on the fabric it manages. A regional outage does not prevent local Opera from reconciling its assigned POPs.
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Attestation Failure Rollback
If a node fails its attestation check or breaches an SLO during a rollout, Opera automatically reverts to the prior image on that node — no manual intervention.
The Plane Model
Orchestra introduces "planes" — logical groupings of hardware optimized for a specific workload class. Unlike Kubernetes node pools, planes represent fundamentally different hardware architectures with different drivers, network requirements, and scheduling semantics.
The plane model is what makes Orchestra different from every other orchestration tool. Kubernetes sees nodes. Orchestra sees purpose-built hardware tiers and routes workloads accordingly.
One bundle. Canary, staged, fleet.
The Opera release pipeline coordinates Instrument A/B image rollouts, Maestro per-plane cluster profile changes, Orchestra control-plane schema migrations, and Crucible eBPF/XDP map updates as one synchronized operation across all 101 POPs.
- 01Target releaseOperators target an Opera release version. All four components roll out together — no per-component version selection required.
- 02Canary phaseRollout deploys to one POP first. Attestation and SLO checks validate before regional fan-out begins.
- 03Staged fan-outAfter canary passes, rollout fans out regionally — one region at a time — before fleet-wide deployment. Configurable dwell time between phases.
- 04Rollback triggerAttestation failure or SLO breach at any node triggers automatic revert to the prior Opera image on that node — no manual step.
- 05Component addressabilityUnderlying components (Instrument, Maestro, Orchestra, Crucible) remain individually addressable for engineering work. Opera coordinates versions; it does not lock components.
- 06Support surfaceOne support contract covers the entire Opera bundle. Cross-component issues have one owner — no inter-team escalation required.
- 07Chrysalis anchoringEvery release push anchors on Chrysalis per POP per plane — cryptographic lineage record of what version ran on which node and when.
- 08New POP bootstrappingSelect an Opera release, apply it to the new POP — the entire substrate comes up without per-component version compatibility work.
import opera
client = opera.Client(seat_token='your_seat_token')
# Check current Opera release across all POPs
for pop in client.pops.list():
print(f"POP: {pop.id}, Opera version: {pop.opera_version}, Status: {pop.status}")
# Initiate a canary rollout
rollout = client.releases.deploy(
version='opera-2026.3.1',
strategy='canary',
canary_pop='ord-t1-01'
)
print(f"Rollout ID: {rollout.id}, Phase: {rollout.phase}")Proven at scale. Not in a lab.
Parinita AI Edge is the production deployment of the Parinita platform and the largest heterogeneous AI infrastructure deployment in the United States.
Parinita AI Edge
The most complex heterogeneous AI infrastructure in the United States. 101 sites, 9 planes, 12,000+ nodes, 4 accelerator vendors, dual network fabrics, four-layer tenant isolation — all through a single sovereign control plane.
Network & Security Infrastructure
- Multi-vendor acceleratorsFour accelerator vendors — Intel Habana, NVIDIA, AMD, Qualcomm — orchestrated through one control plane with unified scheduling, monitoring, and lifecycle management.
- Dual-fabric networkingCisco production fabric and Arista GPU backend fabric operating as a coordinated system, bridged by identity-aware routing.
- Nationwide scale101 sites across 42 U.S. states, each operating autonomously with a local control agent and a sovereign cross-site routing plane.
- Multi-tenant isolationFour-layer defense-in-depth: VXLAN VNIs, identity-routing, Palo Alto firewalls, and Cilium eBPF — validated across every plane and site.
- Compliance readinessFIPS 140-2 at launch, with FedRAMP Moderate, CJIS, and IL4/IL5 certification paths active through Parinita compliance profiles.
- Sub-millisecond routingEvery request classified and dispatched in under 1ms, enabling real-time SLA enforcement without perceptible overhead.
For operators who want one supported stack rather than four parallel maintenance cadences.
New POP deployments — select an Opera release, apply it, and the entire substrate works without picking compatible versions of four different components.
Multi-site operators who want one upgrade primitive with built-in canary and automatic rollback instead of four independent release tracks.
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New POP Deployments
Select an Opera release, apply it — the entire substrate (OS, Kubernetes, control plane, network OS) comes up without per-component version compatibility work.
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Multi-Site Operators
One upgrade primitive instead of four parallel maintenance cadences. One support contract instead of four vendor relationships for cross-component incidents.
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Regulated Infrastructure
Every Opera release push anchors on Chrysalis — cryptographic proof of what version ran on which node. Audit evidence generated from the chain, not from log aggregation.
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Large-Scale Kubernetes Fleets
909+ clusters across 101 POPs maintain version coherence through Opera's coordinated canary and staged rollout model — no per-cluster compatibility matrix.
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Infrastructure Teams Reducing Operational Burden
One release cadence, one upgrade primitive, one support contract, and automatic rollback replaces four independent maintenance tracks across four infrastructure components.
Deployment Models
Operators target an Opera release version. The underlying components stay individually addressable for engineering work but roll out together under the Opera bundle.
Every Opera release deploys to one POP first. Attestation and SLO checks validate before regional fan-out. Automatic rollback if checks fail.
After canary passes, rollout fans out region by region with configurable dwell time between phases. Fleet-wide only after all regions pass.
Fleet-wide deployment completes after all regional phases pass. Every node in every POP runs the same Opera version — no version drift by architecture.
Talk to Us
Our infrastructure team can walk through Opera release targeting and upgrade planning for your specific POP deployment.