Automated Processes for Even Better APIs

Feb 10, 20210 likes1,058 views

APIOps is an extension of DevOps focused on APIs that aims to improve collaboration, automation, processes, measurement, and sharing focused on APIs. It advocates for treating everything as code including configurations, policies, and specifications to enable continuous integration and deployment of APIs. Kong is an example of a tool that can be used to implement APIOps through its support for spec-first API design, transforming specifications into declarative configurations, and deploying configurations across environments.

APIOps - Better
processes for even
better APIs
1

improve collaboration between
development and operations
5

System development /
management pattern
19

GIT as the single place where all
operational tasks for all
environments happend
- create
- change
- destroy
21

All changes are observable /
veriﬁable
22

Standard Software Development Lifecycle
24

Policy as Code
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- cloud native
- compliance
- validating infrastructure
- best practices as polices
- cost control

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APIOps with Kong
- Spec-ﬁrst API
Design using
Insomnia Designer
- Transform Spec to
Kong declarative
conﬁguration
Deploy
conﬁguration to
environments
Adjust
conﬁguration to
speciﬁc needs
per environment

codecentric AG
Hochstr. 11
42697 Solingen
Daniel Kocot
Senior Solutions Architect
daniel.kocot@codecentric.de
www.codecentric.de
Innovative - Trustful - Competent - Pragmatic
38

39
References:
title slide: Sliver linings, https:/
/www.ﬂickr.com/photos/shivashenoy/

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In this webinar we will dive into the essentials of generative AI, address key AI concerns, and demonstrate how nonprofits can benefit from using Microsoft’s AI assistant, Copilot, to achieve their goals. This event series to help nonprofits obtain Copilot skills is made possible by generous support from Microsoft. What You’ll Learn in Part 2: Explore real-world nonprofit use cases and success stories. Participate in live demonstrations and a hands-on activity to see how you can use Microsoft 365 Copilot in your own work!

How to Optimize Your AWS Environment for Improved Cloud PerformanceThousandEyes

Adobe After Effects Crack FREE FRESH version 2025kashifyounis067

🌍📱👉COPY LINK & PASTE ON GOOGLE http://drfiles.net/ 👈🌍 Adobe After Effects is a software application used for creating motion graphics, special effects, and video compositing. It's widely used in TV and film post-production, as well as for creating visuals for online content, presentations, and more. While it can be used to create basic animations and designs, its primary strength lies in adding visual effects and motion to videos and graphics after they have been edited. Here's a more detailed breakdown: Motion Graphics: . After Effects is powerful for creating animated titles, transitions, and other visual elements to enhance the look of videos and presentations. Visual Effects: . It's used extensively in film and television for creating special effects like green screen compositing, object manipulation, and other visual enhancements. Video Compositing: . After Effects allows users to combine multiple video clips, images, and graphics to create a final, cohesive visual. Animation: . It uses keyframes to create smooth, animated sequences, allowing for precise control over the movement and appearance of objects. Integration with Adobe Creative Cloud: . After Effects is part of the Adobe Creative Cloud, a suite of software that includes other popular applications like Photoshop and Premiere Pro. Post-Production Tool: . After Effects is primarily used in the post-production phase, meaning it's used to enhance the visuals after the initial editing of footage has been completed.

Secure Test Infrastructure: The Backbone of Trustworthy Software DevelopmentShubham Joshi

How to Batch Export Lotus Notes NSF Emails to Outlook PST Easily?steaveroggers

Migrating from Lotus Notes to Outlook can be a complex and time-consuming task, especially when dealing with large volumes of NSF emails. This presentation provides a complete guide on how to batch export Lotus Notes NSF emails to Outlook PST format quickly and securely. It highlights the challenges of manual methods, the benefits of using an automated tool, and introduces eSoftTools NSF to PST Converter Software — a reliable solution designed to handle bulk email migrations efficiently. Learn about the software’s key features, step-by-step export process, system requirements, and how it ensures 100% data accuracy and folder structure preservation during migration. Make your email transition smoother, safer, and faster with the right approach. Read More:- https://www.esofttools.com/nsf-to-pst-converter.html

Societal challenges of AI: biases, multilinguism and sustainabilityJordi Cabot

Proactive Vulnerability Detection in Source Code Using Graph Neural Networks:...Ranjan Baisak

As software complexity grows, traditional static analysis tools struggle to detect vulnerabilities with both precision and context—often triggering high false positive rates and developer fatigue. This article explores how Graph Neural Networks (GNNs), when applied to source code representations like Abstract Syntax Trees (ASTs), Control Flow Graphs (CFGs), and Data Flow Graphs (DFGs), can revolutionize vulnerability detection. We break down how GNNs model code semantics more effectively than flat token sequences, and how techniques like attention mechanisms, hybrid graph construction, and feedback loops significantly reduce false positives. With insights from real-world datasets and recent research, this guide shows how to build more reliable, proactive, and interpretable vulnerability detection systems using GNNs.