Best DevOps Software for Python

Sematext Cloud provides all-in-one observability solutions for modern software-based businesses. It provides key insights into both front-end and back-end performance. Sematext includes infrastructure, synthetic monitoring, transaction tracking, log management, and real user & synthetic monitoring. Sematext provides full-stack visibility for businesses by quickly and easily exposing key performance issues through a single Cloud solution or On-Premise.

All your Python development needs are consolidated in one application. While PyCharm handles routine tasks, you can save precious time and concentrate on more significant projects, fully utilizing its keyboard-centric design to explore countless productivity features. This IDE is well-versed in your code and can be trusted for features like intelligent code completion, immediate error detection, and quick-fix suggestions, alongside straightforward project navigation and additional capabilities. With PyCharm, you can write organized and maintainable code, as it assists in maintaining quality through PEP8 compliance checks, testing support, smart refactoring options, and a comprehensive range of inspections. Created by programmers specifically for other programmers, PyCharm equips you with every tool necessary for effective Python development, allowing you to focus on what matters most. Additionally, PyCharm's robust navigation and automated refactoring features further enhance your coding experience, ensuring that you remain efficient and productive throughout your projects.

Around 25 million engineers work across dozens of distinct functions. Engineers are using New Relic as every company is becoming a software company to gather real-time insight and trending data on the performance of their software. This allows them to be more resilient and provide exceptional customer experiences. New Relic is the only platform that offers an all-in one solution. New Relic offers customers a secure cloud for all metrics and events, powerful full-stack analytics tools, and simple, transparent pricing based on usage. New Relic also has curated the largest open source ecosystem in the industry, making it simple for engineers to get started using observability.

Mend.io’s enterprise suite of app security tools, trusted by leading companies such as IBM, Google and Capital One, is designed to help build and manage an mature, proactive AppSec programme. Mend.io is aware of the AppSec needs of both developers and security teams. Mend.io, unlike other AppSec tools that force everyone to use a unified tool, helps them work together by giving them different, but complementary tools - enabling each team to stop chasing vulnerability and start proactively management application risk.

SecureStack can detect common security issues in your CI/CD pipeline and prevent them from getting into your applications. SecureStack automatically embeds security with every git push. Our technology is designed to check every aspect of your application security. We look for missing security controls and correct encryption. We also test the effectiveness of your WAF. All this was done in less than 60 seconds. You can see what hackers can see when they look at your applications. Compare your development, staging, and production environments to quickly identify critical differences and find solutions to high-priority issues. We help you to decompose your web app so you can see all the resources used behind the scenes.

Traditional analytics only capture superficial signals, whereas Merico delves into code analysis to focus on what truly matters through comprehensive program evaluation. Measuring engineering performance presents significant challenges, and while a handful of companies attempt this, most rely on flawed and misleading indicators, overlooking valuable opportunities for recognition, growth, and advancement. Up to this point, the tools for analytics and evaluation have largely prioritized surface-level metrics to judge quality and productivity, a practice that developers recognize as inadequate. This insight is the driving force behind the creation of Merico. By offering commit-level analysis, teams gain crucial insights directly from their codebase, ensuring that the data remains accurate and unaffected by the pitfalls of process measurement. This direct connection to the code empowers developers to refine, prioritize, and evolve their work with precision. With Merico, teams can establish transparent shared objectives while effectively monitoring their progress, productivity, and quality through actionable benchmarks, paving the way for continuous improvement and success. Ultimately, Merico transforms the way engineering teams assess their performance, providing them with the tools they need to thrive in a complex development landscape.

Shoreline is the only cloud reliability platform that allows DevOps engineers to build automations in a matter of minutes and fix problems forever. Shoreline’s modern “Operations at the Edge” architecture runs efficient agents in the background of all monitored hosts. Agents run as a DaemonSet on Kubernetes or an installed package on VMs (apt, yum). The Shoreline backend is hosted by Shoreline in AWS, or deployed in your AWS virtual private cloud. Debugging and repairing issues is easy with advanced tooling for your best SREs, Jupyter style notebooks for the broader team, and a platform that makes building automations 30X faster by allowing operators to manage their entire fleet as if it were a single box. Shoreline does the heavy lifting, setting up monitors and building repair scripts, so that customers only need to configure them for their environment.

An entirely automated DevOps platform designed for the seamless distribution of reliable software releases from development to production. Expedite the onboarding of DevOps initiatives by managing users, resources, and permissions to enhance deployment velocity. Confidently implement updates by proactively detecting open-source vulnerabilities and ensuring compliance with licensing regulations. Maintain uninterrupted operations throughout your DevOps process with High Availability and active/active clustering tailored for enterprises. Seamlessly manage your DevOps ecosystem using pre-built native integrations and those from third-party providers. Fully equipped for enterprise use, it offers flexibility in deployment options, including on-premises, cloud, multi-cloud, or hybrid solutions that can scale alongside your organization. Enhance the speed, dependability, and security of software updates and device management for IoT applications on a large scale. Initiate new DevOps projects within minutes while easily integrating team members, managing resources, and establishing storage limits, enabling quicker coding and collaboration. This comprehensive platform empowers your team to focus on innovation without the constraints of traditional deployment challenges.

Phylum defends applications at the perimeter of the open-source ecosystem and the tools used to build software. Its automated analysis engine scans third-party code as soon as it’s published into the open-source ecosystem to vet software packages, identify risks, inform users and block attacks. Think of Phylum like a firewall for open-source code. Phylum can be deployed in front of artifact repository managers, integrate directly with package managers or be deployed in CI/CD pipelines. Phylum users benefit from its powerful, automated analysis engine that reports proprietary findings instead of relying on manually curated lists. Phylum uses SAST, heuristics, machine learning and artificial intelligence to detect and report zero-day findings. Users know more risks, sooner and earlier in the development lifecycle for the strongest software supply chain defense. The Phylum policy library allows users to toggle on the blocking of critical vulnerabilities, attacks like typosquats, obfuscated code and dependency confusion, copyleft licenses, and more. Additionally, the flexibility of OPA enables customers to develop incredibly flexible and granular policies that fit their unique needs.

Coiled simplifies the process of using Dask at an enterprise level by managing Dask clusters within your AWS or GCP accounts, offering a secure and efficient method for deploying Dask in a production environment. With Coiled, you can set up cloud infrastructure in mere minutes, allowing for a seamless deployment experience with minimal effort on your part. You have the flexibility to tailor the types of cluster nodes to meet the specific requirements of your analysis. Utilize Dask in Jupyter Notebooks while gaining access to real-time dashboards and insights about your clusters. The platform also facilitates the easy creation of software environments with personalized dependencies tailored to your Dask workflows. Coiled prioritizes enterprise-level security and provides cost-effective solutions through service level agreements, user-level management, and automatic termination of clusters when they’re no longer needed. Deploying your cluster on AWS or GCP is straightforward and can be accomplished in just a few minutes, all without needing a credit card. You can initiate your code from a variety of sources, including cloud-based services like AWS SageMaker, open-source platforms like JupyterHub, or even directly from your personal laptop, ensuring that you have the freedom and flexibility to work from anywhere. This level of accessibility and customization makes Coiled an ideal choice for teams looking to leverage Dask efficiently.

Codesphere revolutionizes the deployment process by creating a self-service environment tailored for developers, which significantly decreases both the time-to-market and associated expenses. The conventional divide between development and operations fosters a "throw it over the wall" approach, where developers pass off their code to operations teams without grasping the deployment and ongoing maintenance processes. By managing cloud provisioning, Codesphere facilitates workflows that prioritize developer autonomy. This innovative platform removes barriers by empowering developers to oversee their own infrastructure requirements from start to finish. Users can deploy a variety of applications, ranging from basic frontends to complex multi-service production environments and language models, complete with features like zero-configuration autoscaling, replica management, and other managed services. Boasting an impressive uptime of 99.9%, Codesphere ensures that your production environment is ready even before your first deployment. Collaborating with enterprise teams worldwide, Codesphere is dedicated to elevating software development capabilities. Moreover, its rootless zero-trust architecture minimizes vulnerability to potential cyber threats, enhancing overall security. This comprehensive approach positions Codesphere as a pivotal player in the future of software delivery.

Discover unmatched flexibility and control as you build, deploy, and scale your projects effortlessly with our comprehensive, source-available solution. Our platform is designed with security and adaptability in mind, empowering you with full control over your infrastructure. Leveraging open-source technology, all our code is accessible for auditing, modification, and trust. Transitioning from Docker to Knative with SSL has never been simpler, allowing for a seamless deployment experience. Enjoy exceptional service on your personal hardware through our smooth, hands-free workflow. Accelerate your development cycle with smart automation that takes care of repetitive tasks, letting you concentrate on your primary product. Our platform ensures end-to-end security automation, applying fixes and updates without requiring any manual intervention. By operating on your own hardware, you achieve the highest level of data privacy. Experience heightened availability and performance through proactive monitoring and self-healing capabilities, which help to minimize any downtime. Ultimately, this leads to increased user satisfaction and a more reliable service experience for all stakeholders involved.

Sonatype Nexus Repository is an essential tool for managing open-source dependencies and software artifacts in modern development environments. It supports a wide range of packaging formats and integrates with popular CI/CD tools, enabling seamless development workflows. Nexus Repository offers key features like secure open-source consumption, high availability, and scalability for both cloud and on-premise deployments. The platform helps teams automate processes, track dependencies, and maintain high security standards, ensuring efficient software delivery and compliance across all stages of the SDLC.