Systems | Development | Analytics | API | Testing

Kong Ingress Controller (KIC) 3.2 is here, and it’s an incredible release. It contains features related to graph theory, features that mean you’ll never need a database again, and a whole host of quality-of-life fixes.

In today's fast-paced software development environment, the integration of AI into DevOps revolutionizes the way teams approach testing. AI, particularly GenAI , proves to be a game-changer, offering unprecedented efficiency and accuracy in software testing processes. By automating repetitive tasks and providing actionable insights, AI is not only enhancing the quality of software but also accelerating deployment cycles.

API generation automatically creates an API based on pre-defined code and specific requirements, such as data access methods. APIs are the essential unit of a hybrid integration platform (HIP), an architectural approach to connecting everything or anything through a digital pulse. In this hustle to connect everything digitally, organizations need a process to acquire safe and secure APIs. API generation can make this happen, allowing companies to generate and deploy APIs without writing code.

According to StackOverflow’s 2022 survey, 46% of professional developers rate MySQL as the most popular database to use in the workspace. As programmers, we should not be bothered with repeatedly writing code which is otherwise readily available, robust, and well-tested. Yet this problem remains persistent in the REST API space, despite the implementation process being by this point in time rote, repetitive, and prone to error and oversight. This oversight is costly for several reasons.

The JSON Web Token (JWT) is an open standard that allows information to be transferred securely between different parties. The token is digitally signed by using a private key (HMAC) or a public/private key (RSA) by building a JSON Web Signature (JWS). It guarantees that the JWT hasn’t been modified since its creation.

Handwriting code for database APIs can be a time consuming and expensive process that often exposes organizations to a variety of risks relating to quality, consistency, and developer effort. DreamFactory specialises in REST API generation for a range of databases that gives you the ability to generate a secure, fully documented API in minutes.

In a world where microservices have become very popular, the connectivity aspects between systems take center stage when it comes to prioritizing quality engineering. Postman's State of API report highlights that technical and non-technical stakeholders recognize the growing importance of APIs and their testing as part of the enterprise strategy.

In the space of APIs for consuming up-to-date data (say, events or state available within an hour of occurring) many API paradigms exist. There are file- or object-based paradigms, e.g., S3 access. There’s database access, e.g., direct Snowflake access. Last, we have decoupled client-server APIs, e.g., REST APIs, gRPC, webhooks, and streaming APIs.