Systems | Development | Analytics | API | Testing

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Machine Learning with Jupyter: Solving the Workflow Management Problem using Open-platforms

The infamous data science workflow with interconnected circles of data acquisition, wrangling, analysis, and reporting understates the multi-connectivity and non-linearity of these components. The same is true for machine learning and deep learning workflows. I understand the need for oversimplification is expedient in presentations and executive summaries. However, it may paint unrealistic pictures, hide the intricacies of ML development and conceal the realities of the mess.

OctoPerf V12 - Scheduler, Slack Integration and UI Upgrade

It’s been some time since our latest major release, in fact OctoPerf v12 is probably our biggest/longest coming release to date. There’s of course been a couple of minor versions this summer and we’ll also cover them but first let’s focus on the new killer features: the scheduler, alerting through slack/mail and a better UI for the menus. The scheduler is the first item left on our original roadmap (back when OctoPerf was still called jellly.io).

Announcing Kong's AWS DevOps Competency

Kong Enterprise is a service connectivity platform that provides technology teams with the architectural freedom to build, operate, observe, and secure APIs and services anywhere. From Kong’s inception, we’ve been aligned with Amazon Web Services (AWS), enabling our customers to quickly and efficiently deploy Kong on their AWS accounts. As companies move from monolithic to microservice applications and beyond, Kong helps teams manage this transition.

The Best Tools for Building Progressive Web Apps

The year 2015 was marked by a new paradigm shift in web development. Google introduced Progressive Web Applications and JavaScript libraries and frameworks, such as React.js, Angular.js or Vue.js, created new development methodologies. By 2020, the web environment is flooded with PWAs based on reactive programming and built with cutting-edge frameworks.

What is a Webhook?

A webhook provides a decoupled means for an application to provide real-time updates to other applications. A great example of webhook integration is Slack, which can automate the publication of messages to channels and users. Configured inside the Slack administration panel, a Slack webhook is identified by a unique URL, such as https://hooks.slack.com/services/12345/qwert/.

Data security vs usability: you can have it all

Growing up, were you ever told you can’t have it all? That you can’t eat all the snacks in one sitting? That you can’t watch the complete Back to the Future trilogy as well as study for your science exam in one evening? Over time, we learn to set priorities, make a decision for one thing over the other, and compromise. Just like when it comes to data access in business.

MISRA Compliance:2020 and Other Panic Attacks

We are delighted to being invited again to Germany’s leading embedded software conference the ESE Kongress. We will be focusing on the MISRA language standard as commonly used in the automotive, avionics and wider safety critical space and educate about the importance of MISRA Compliance as defined in 2020. MISRA can be overwhelming for new projects and it is essential to understand the constraints as well as the freedoms regarding MISRA compliance.