{"id":186,"date":"2025-06-12T13:27:48","date_gmt":"2025-06-12T13:27:48","guid":{"rendered":"http:\/\/quantumopsschool.com\/blog\/?p=186"},"modified":"2025-06-12T13:27:53","modified_gmt":"2025-06-12T13:27:53","slug":"pay-per-shot-qpu-usage-in-devsecops-a-comprehensive-tutorial","status":"publish","type":"post","link":"https:\/\/quantumopsschool.com\/blog\/pay-per-shot-qpu-usage-in-devsecops-a-comprehensive-tutorial\/","title":{"rendered":"Pay-per-Shot QPU Usage in DevSecOps: A Comprehensive Tutorial"},"content":{"rendered":"\n<h1 class=\"wp-block-heading\">Introduction &amp; Overview<\/h1>\n\n\n\n<p>Quantum computing is transforming computational capabilities, and the &#8220;Pay-per-Shot&#8221; model for Quantum Processing Unit (QPU) usage makes this technology accessible for DevSecOps teams. This tutorial explores how Pay-per-Shot QPU usage integrates into DevSecOps, offering a cost-effective way to leverage quantum computing for secure software development and operations.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">What is Pay-per-Shot QPU Usage?<\/h3>\n\n\n\n<p>Pay-per-Shot is a billing model where users are charged based on the number of quantum circuit executions, or &#8220;shots,&#8221; run on a QPU. Each shot is a single execution of a quantum circuit, with multiple shots aggregated to produce reliable results due to quantum&#8217;s probabilistic nature. This model is offered by cloud-based quantum providers like IBM Quantum, AWS Braket, and D-Wave Leap.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Key Characteristics:<\/li>\n\n\n\n<li>On-Demand Access: Use QPUs via cloud platforms without owning hardware.<\/li>\n\n\n\n<li>Cost Efficiency: Pay only for executed shots, not hardware uptime.<\/li>\n\n\n\n<li>Scalability: Supports both experimentation and production in DevSecOps.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">History or Background<\/h3>\n\n\n\n<p>Quantum computing began in the 1980s with theoretical work by Richard Feynman and David Deutsch. The Pay-per-Shot model emerged in the 2010s as companies like IBM and D-Wave launched cloud-based quantum services. IBM\u2019s Qiskit, introduced in 2016, popularized this model by allowing developers to run circuits on real QPUs with shot-based pricing, making quantum accessible for DevSecOps integration.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Why is it Relevant in DevSecOps?<\/h3>\n\n\n\n<p>DevSecOps integrates security into the software development lifecycle (SDLC). Pay-per-Shot QPU usage enhances this by:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Enabling quantum algorithms for cryptographic security (e.g., post-quantum cryptography).<\/li>\n\n\n\n<li>Supporting cost-effective prototyping of quantum-enhanced security solutions.<\/li>\n\n\n\n<li>Integrating quantum jobs into CI\/CD pipelines for automated testing.<\/li>\n\n\n\n<li>Facilitating scalable security testing with quantum simulations of complex threats.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Core Concepts &amp; Terminology<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Key Terms and Definitions<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Qubit: A quantum bit, capable of being in a superposition of 0 and 1.<\/li>\n\n\n\n<li>Quantum Circuit: A sequence of quantum gates applied to qubits for computation.<\/li>\n\n\n\n<li>Shot: A single execution of a quantum circuit, sampled for results.<\/li>\n\n\n\n<li>QPU: Hardware that executes quantum circuits, similar to a classical CPU.<\/li>\n\n\n\n<li>Pay-per-Shot: Pricing based on the number of circuit executions.<\/li>\n\n\n\n<li>Quantum Volume (QV): A metric for QPU performance, based on circuit depth and qubits.<\/li>\n\n\n\n<li>CLOPS: Circuit Layer Operations per Second, measuring QPU speed.<\/li>\n\n\n\n<li>Decoherence: Loss of quantum state due to environmental noise.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Term<\/th><th>Definition<\/th><\/tr><\/thead><tbody><tr><td><strong>QPU<\/strong><\/td><td>Quantum Processing Unit; the hardware executing quantum logic gates.<\/td><\/tr><tr><td><strong>Shot<\/strong><\/td><td>A single execution of a quantum circuit for measurement.<\/td><\/tr><tr><td><strong>Quantum Circuit<\/strong><\/td><td>A sequence of quantum operations or gates applied to qubits.<\/td><\/tr><tr><td><strong>Quantum Backend<\/strong><\/td><td>The hardware (real QPU or simulator) where the circuit is executed.<\/td><\/tr><tr><td><strong>Braket \/ Qiskit<\/strong><\/td><td>SDKs used to build and submit quantum jobs to cloud QPUs.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">How It Fits into the DevSecOps Lifecycle<\/h3>\n\n\n\n<p>Pay-per-Shot QPU usage aligns with DevSecOps stages:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Plan: Identify quantum use cases (e.g., secure resource optimization).<\/li>\n\n\n\n<li>Code: Develop quantum algorithms using Qiskit or Cirq.<\/li>\n\n\n\n<li>Build: Test circuits in simulators before QPU runs.<\/li>\n\n\n\n<li>Test: Execute circuits on QPUs to validate security enhancements.<\/li>\n\n\n\n<li>Deploy: Integrate quantum results into production applications.<\/li>\n\n\n\n<li>Operate: Monitor QPU performance and costs.<\/li>\n\n\n\n<li>Monitor: Track quantum job outcomes with observability tools.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Phase<\/th><th>How Pay-per-Shot Applies<\/th><\/tr><\/thead><tbody><tr><td><strong>Plan<\/strong><\/td><td>Evaluate cost-efficiency of quantum usage.<\/td><\/tr><tr><td><strong>Develop<\/strong><\/td><td>Build cost-optimized quantum-aware apps.<\/td><\/tr><tr><td><strong>Build<\/strong><\/td><td>Embed QPU cost validators in CI\/CD pipelines.<\/td><\/tr><tr><td><strong>Test<\/strong><\/td><td>Use simulated backends for pre-QPU validation.<\/td><\/tr><tr><td><strong>Release<\/strong><\/td><td>Automate QPU job deployment using metered billing controls.<\/td><\/tr><tr><td><strong>Operate<\/strong><\/td><td>Monitor QPU usage with logs and telemetry.<\/td><\/tr><tr><td><strong>Optimize<\/strong><\/td><td>Analyze per-shot cost metrics for tuning algorithms.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Architecture &amp; How It Works<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Components and Internal Workflow<\/h3>\n\n\n\n<p>The Pay-per-Shot QPU architecture includes:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Quantum SDKs: Libraries like Qiskit, Cirq, or Ocean for coding circuits.<\/li>\n\n\n\n<li>Cloud Platform: Interfaces like AWS Braket or IBM Quantum for job submission.<\/li>\n\n\n\n<li>QPU Hardware: Physical quantum processors in cryogenic environments.<\/li>\n\n\n\n<li>Job Scheduler: Allocates QPU time and manages queues.<\/li>\n\n\n\n<li>Result Aggregator: Processes probabilistic outcomes from shots.<\/li>\n<\/ul>\n\n\n\n<p>Workflow:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Write quantum circuits using an SDK.<\/li>\n\n\n\n<li>Compile circuits into QPU-compatible instructions.<\/li>\n\n\n\n<li>Submit jobs to a cloud platform, specifying shots.<\/li>\n\n\n\n<li>QPU executes circuits, returning results per shot.<\/li>\n\n\n\n<li>Aggregate results for analysis.<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">Architecture Diagram Description<\/h3>\n\n\n\n<p>Picture a layered diagram:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Top Layer (User Interface): Developers use SDKs or cloud dashboards.<\/li>\n\n\n\n<li>Middle Layer (Cloud Orchestration): Job scheduler and APIs manage QPU access.<\/li>\n\n\n\n<li>Bottom Layer (QPU Hardware): Qubits in a cryogenic refrigerator.<\/li>\n\n\n\n<li>Data Flow: Circuits move from SDK to cloud to QPU; results return in reverse.<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>Developer \u2192 Quantum SDK (Braket, Qiskit)\n         \u2192 Quantum Circuit\n         \u2192 Submit Job\n         \u2193\n      QPU Backend (IonQ, Rigetti)\n         \u2193\n      Execution (Multiple Shots)\n         \u2193\n   Metering &amp; Billing System\n         \u2193\n DevSecOps Toolchain (Cost Logs, Alerts, IAM)\n<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">Integration Points with CI\/CD or Cloud Tools<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>CI\/CD Pipelines: Use Qiskit plugins in Jenkins or GitHub Actions for quantum job automation.<\/li>\n\n\n\n<li>Cloud Tools: AWS Braket integrates with CodePipeline; IBM Quantum with IBM Cloud.<\/li>\n\n\n\n<li>Monitoring: Prometheus tracks QPU metrics (e.g., shot count) in DevSecOps dashboards.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Installation &amp; Getting Started<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Basic Setup or Prerequisites<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Hardware: Standard computer with internet access.<\/li>\n\n\n\n<li>Software:<\/li>\n\n\n\n<li>Python 3.8+ for Qiskit or Cirq.<\/li>\n\n\n\n<li>Cloud account with IBM Quantum or AWS Braket.<\/li>\n\n\n\n<li>API key for QPU access.<\/li>\n\n\n\n<li>Knowledge: Basic Python and quantum computing concepts.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Hands-on: Step-by-Step Beginner-Friendly Setup Guide<\/h3>\n\n\n\n<p>This guide uses Qiskit to run a quantum circuit on IBM Quantum\u2019s QPU with Pay-per-Shot.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Install Qiskit:<\/li>\n<\/ol>\n\n\n\n<pre class=\"wp-block-code\"><code>   pip install qiskit qiskit-ibmq-provider<\/code><\/pre>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li>Set Up IBM Quantum Account:<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Sign up at quantum-computing.ibm.com.<\/li>\n\n\n\n<li>Get an API token from the dashboard.<\/li>\n<\/ul>\n\n\n\n<p>     3. Configure Qiskit:<\/p>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\"><\/ol>\n\n\n\n<pre class=\"wp-block-code\"><code>   from qiskit import IBMQ\n   IBMQ.save_account('YOUR_API_TOKEN', overwrite=True)<\/code><\/pre>\n\n\n\n<ol start=\"4\" class=\"wp-block-list\">\n<li>Write a Quantum Circuit:<\/li>\n<\/ol>\n\n\n\n<pre class=\"wp-block-code\"><code>   from qiskit import QuantumCircuit\n   qc = QuantumCircuit(2, 2)\n   qc.h(0)  # Hadamard gate\n   qc.cx(0, 1)  # CNOT gate\n   qc.measure(&#091;0, 1], &#091;0, 1])  # Measure qubits<\/code><\/pre>\n\n\n\n<ol start=\"5\" class=\"wp-block-list\">\n<li>Run on QPU Simulator:<\/li>\n<\/ol>\n\n\n\n<pre class=\"wp-block-code\"><code>   from qiskit import execute\n   provider = IBMQ.load_account()\n   backend = provider.get_backend('ibmq_qasm_simulator')\n   job = execute(qc, backend, shots=1000)\n   result = job.result()\n   counts = result.get_counts()\n   print(counts)<\/code><\/pre>\n\n\n\n<ol start=\"6\" class=\"wp-block-list\">\n<li>Switch to Real QPU:<br>Replace &#8216;ibmq_qasm_simulator&#8217; with a QPU like &#8216;ibmq_manila&#8217; (check availability). Real QPU runs incur Pay-per-Shot costs.<\/li>\n\n\n\n<li>Monitor Costs:<br>Use IBM Quantum\u2019s dashboard to track shot usage and charges.<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">Real-World Use Cases<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Post-Quantum Cryptography Testing:<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Scenario: A bank tests quantum-resistant encryption in a DevSecOps pipeline.<\/li>\n\n\n\n<li>Implementation: Quantum circuits simulate RSA attacks, integrated into CI\/CD.<\/li>\n\n\n\n<li>Industry: Finance, Cybersecurity.<\/li>\n<\/ul>\n\n\n\n<p>    2. Secure Resource Allocation Optimization:<\/p>\n\n\n\n<ol class=\"wp-block-list\"><\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Scenario: A cloud provider optimizes microservices deployment using quantum annealing.<\/li>\n\n\n\n<li>Implementation: AWS Braket runs quantum jobs in CI\/CD for secure allocation.<\/li>\n\n\n\n<li>Industry: Cloud Computing.<\/li>\n<\/ul>\n\n\n\n<p>    3. Threat Modeling with Quantum Simulations:<\/p>\n\n\n\n<ol class=\"wp-block-list\"><\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Scenario: Simulate cyberattacks using quantum Monte Carlo methods for threat detection.<\/li>\n\n\n\n<li>Implementation: IBM Quantum circuits model attack paths, integrated with SIEM tools.<\/li>\n\n\n\n<li>Industry: Cybersecurity.<\/li>\n<\/ul>\n\n\n\n<p>    4. Quantum-Enhanced Anomaly Detection:<\/p>\n\n\n\n<ol class=\"wp-block-list\"><\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Scenario: E-commerce platform detects fraud with quantum machine learning.<\/li>\n\n\n\n<li>Implementation: Cirq circuits process data in a Kubernetes CI\/CD pipeline.<\/li>\n\n\n\n<li>Industry: E-commerce, AI.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Benefits &amp; Limitations<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Key Advantages<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Cost Efficiency: Pay only for shots used, ideal for prototyping.<\/li>\n\n\n\n<li>Scalability: Access QPUs without hardware ownership.<\/li>\n\n\n\n<li>Security Enhancements: Supports post-quantum cryptography and threat modeling.<\/li>\n\n\n\n<li>Integration: Works with CI\/CD and cloud tools.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Common Challenges or Limitations<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Decoherence: Noise requires multiple shots, increasing costs.<\/li>\n\n\n\n<li>QPU Availability: High demand may cause delays.<\/li>\n\n\n\n<li>Skill Gap: Quantum programming expertise is rare in DevSecOps.<\/li>\n\n\n\n<li>Cost Predictability: Complex algorithms may lead to high shot counts.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Best Practices &amp; Recommendations<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Security Tips<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Secure API Keys: Use secrets managers like AWS Secrets Manager.<\/li>\n\n\n\n<li>Validate Outputs: Cross-check QPU results with simulators.<\/li>\n\n\n\n<li>Post-Quantum Readiness: Test quantum-resistant algorithms.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Performance<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Optimize Shots: Test in simulators to reduce QPU usage.<\/li>\n\n\n\n<li>Shallow Circuits: Minimize circuit depth to avoid decoherence.<\/li>\n\n\n\n<li>Batch Jobs: Group quantum jobs for efficiency.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Maintenance<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Monitor Usage: Track shots and costs via cloud dashboards.<\/li>\n\n\n\n<li>Update SDKs: Use latest Qiskit or Cirq versions.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Compliance Alignment<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Follow NIST post-quantum cryptography standards.<\/li>\n\n\n\n<li>Ensure quantum job logs are auditable for GDPR or HIPAA.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Automation Ideas<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Automate quantum jobs with CI\/CD plugins.<\/li>\n\n\n\n<li>Use IaC to provision quantum resources.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Comparison with Alternatives<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Feature<\/th><th>Pay-per-Shot QPU<\/th><th>Dedicated QPU Access<\/th><th>Classical HPC<\/th><\/tr><\/thead><tbody><tr><td>Cost Model<\/td><td>Per-shot billing<\/td><td>Subscription or purchase<\/td><td>Pay-per-hour or subscription<\/td><\/tr><tr><td>Scalability<\/td><td>High (cloud-based)<\/td><td>Limited by hardware<\/td><td>High (cloud or on-premises)<\/td><\/tr><tr><td>Use Case Fit<\/td><td>Experimentation, hybrid<\/td><td>Large-scale quantum tasks<\/td><td>General-purpose computing<\/td><\/tr><tr><td>Security Applications<\/td><td>Post-quantum crypto, threats<\/td><td>Similar to QPU<\/td><td>Classical algorithms<\/td><\/tr><tr><td>Automation Ease<\/td><td>High (CI\/CD, cloud)<\/td><td>Moderate (infrastructure)<\/td><td>High (mature tools)<\/td><\/tr><tr><td>Skill Requirement<\/td><td>Moderate (quantum SDKs)<\/td><td>High (hardware)<\/td><td>Low (standard)<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">When to Choose Pay-per-Shot<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Use for prototyping or hybrid quantum-classical workflows in DevSecOps.<\/li>\n\n\n\n<li>Choose alternatives for large-scale quantum needs or classical tasks.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Conclusion<\/h2>\n\n\n\n<p>Pay-per-Shot QPU usage empowers DevSecOps teams to adopt quantum computing cost-effectively, enhancing security and automation. As quantum hardware advances, this model will drive innovation in secure software development.<\/p>\n\n\n\n<p><strong>Future Trends<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Higher qubit counts for complex tasks.<\/li>\n\n\n\n<li>Tighter quantum-classical integration in CI\/CD.<\/li>\n\n\n\n<li>Standardized QPU performance metrics.<\/li>\n<\/ul>\n\n\n\n<p><strong>Next Steps<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Try Qiskit or Cirq in a sandbox.<\/li>\n\n\n\n<li>Explore AWS Braket or IBM Quantum.<\/li>\n\n\n\n<li>Join quantum communities.<\/li>\n<\/ul>\n\n\n\n<p><strong>Official Docs &amp; Links<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>IBM Quantum: https:\/\/docs.quantum-computing.science\/quantum<\/li>\n\n\n\n<li>AWS Braket: https:\/\/aws.amazon.com\/Braket\/<\/li>\n\n\n\n<li>Qiskit Community: https:\/\/qiskit.org\/community<\/li>\n\n\n\n<li>D-Wave Leap: https:\/\/cloud.dwavesys.com\/leap\/<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Introduction &amp; Overview Quantum computing is transforming computational capabilities, and the &#8220;Pay-per-Shot&#8221; model for Quantum Processing Unit (QPU) usage makes this technology accessible for DevSecOps teams. This tutorial explores how Pay-per-Shot QPU usage integrates into DevSecOps, offering a cost-effective way to leverage quantum computing for secure software development and operations. What is Pay-per-Shot QPU Usage? &#8230; <a title=\"Pay-per-Shot QPU Usage in DevSecOps: A Comprehensive Tutorial\" class=\"read-more\" href=\"https:\/\/quantumopsschool.com\/blog\/pay-per-shot-qpu-usage-in-devsecops-a-comprehensive-tutorial\/\" aria-label=\"Read more about Pay-per-Shot QPU Usage in DevSecOps: A Comprehensive Tutorial\">Read more<\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-186","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Pay-per-Shot QPU Usage in DevSecOps: A Comprehensive Tutorial - QuantumOps School<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/quantumopsschool.com\/blog\/pay-per-shot-qpu-usage-in-devsecops-a-comprehensive-tutorial\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pay-per-Shot QPU Usage in DevSecOps: A Comprehensive Tutorial - QuantumOps School\" \/>\n<meta property=\"og:description\" content=\"Introduction &amp; Overview Quantum computing is transforming computational capabilities, and the &#8220;Pay-per-Shot&#8221; model for Quantum Processing Unit (QPU) usage makes this technology accessible for DevSecOps teams. 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