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The DevOps & Observability Platform
for Quantum Workloads

QPUs are volatile co-processors. Your software shouldn't be. QDevOps is the control plane for hybrid execution — combining a 5-strategy error-mitigation pipeline, cryptographic reproducibility verdicts, run lineage, typed Python + TypeScript SDKs, and a public benchmark dashboard that proves the science on every commit.

Get Early Access See How It Works

Early access · Python + TypeScript SDKs · live on Qiskit · 2026

5
Error-mitigation strategies
ZNE · PEC · DD · TREX · CDR
4
Reproducibility verdicts
bit-identical → drift
3
Deployment stages
sandbox · staging · production
Re-runs at zero cost
via circuit-hash dedup

Quantum hardware is advancing.
The infrastructure is not.

Hardware builders are physicists focused on lasers and dilution refrigerators. Enterprise-grade reproducibility, mitigation, and observability — that's our domain.

Error mitigation as a primitive

Five strategies built on top of Qiskit — ZNE, PEC, DD, TREX, CDR — plus a Compare mode that runs all of them on the same circuit and renders the deltas side-by-side. No researcher rewrites their own mitigation harness.

Cryptographic reproducibility

Every run is stamped with a verdict against its environment's pinned ECR image digest and package fingerprint: bit-identical, statistical, drift, or unpinned. You can prove which container, which Qiskit version, which RNG seed produced any historical result.

Hybrid orchestration

Three-stage SQS workers (sandbox · staging · production), a SHA-256 circuit-hash dedup cache that replays identical runs in zero milliseconds, parent / child run lineage with side-by-side diff, and durable S3 artifact storage with presigned downloads.

Full audit timeline

Every action — submissions, cancellations, re-runs, artifact downloads, worker lifecycle transitions, Python transport retries, drift warnings — captured in a single event table with structured context. Filter the global Logs feed by stage, level, kind, or run ID.

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Public SDKs & live benchmarks

Typed qdevops-io (Python) and @qdevops-io/sdk (TypeScript) clients with full Bearer-token auth, mode-aware error classes, and a backend comparison helper. Every push to main replays Bell, Grover, and VQE on simulator / IBM / Braket and posts results to the public /bench dashboard.

OpenAPI 3.1 & programmatic access

A 720-line OpenAPI 3.1 spec with machine-readable schemas for every endpoint, plus self-service personal access tokens (scoped runs:rw / benchmarks:write) at /account/tokens. Wire QDevOps into your CI in three lines.

See all live capabilities →

Three phases.
One coherent platform.

We are building in layers — starting where credibility matters most and expanding into full enterprise infrastructure.

01
LIVE TODAY

Reproducibility, Mitigation & Public SDKs for Qiskit

The 5-strategy mitigation pipeline (ZNE · PEC · DD · TREX · CDR · Compare), cryptographic reproducibility verdicts, ECR image pinning, run lineage, SHA-256 circuit-hash deduplication, multi-stage SQS workers, full audit timeline, plus typed Python + TypeScript SDKs with a personal-access-token auth layer and a public benchmark dashboard refreshed on every commit. All running on top of Qiskit, with simulator, IBM Quantum, and AWS Braket backends.

Goal: Become the reference reproducibility layer for quantum research.
Free tier in early access · usage-based pricing on production runs.
02
IN DEVELOPMENT

Multi-Framework, Multi-Vendor Gateway

Cirq and PennyLane support alongside Qiskit. Native integrations for IonQ, Quantinuum, and Azure Quantum on top of the existing IBM + Braket backends. A unified credential vault and per-stage backend routing so the same code targets any provider with one line of config.

Usage-based SaaS subscription · single contract, multi-vendor execution.
03
ON THE ROADMAP

Smart Scheduling & Enterprise Deployments

Automated backend selection based on circuit shape, queue depth, and cost targets. Private deployments into existing AWS / Azure VPCs for regulated environments — financial portfolio optimization, logistics, pharma. We bring the infrastructure layer their data scientists shouldn't have to build.

$10k–$50k/month retainer contracts — funding core product development.

Live today.
More on the roadmap.

Framework- and vendor-agnostic by design. Here's exactly what's wired in today versus what's queued for the next phase.

● Live

QiskitPrimary framework
IBM Quantumvia qiskit-ibm-runtime
AWS BraketCloud QPU access
Simulatorqiskit-aer · noisy + ideal

○ Roadmap

CirqGoogle Quantum AI
PennyLaneXanadu
Azure QuantumMicrosoft Platform
IonQTrapped Ion
QuantinuumFault-Tolerant Ion
Photonic QPUsXanadu · PsiQuantum
// Early Access

Be first to run
quantum at scale.

We are onboarding a select group of research teams and quantum infrastructure engineers. Join the waitlist and help shape the platform.

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