Systems | Development | Analytics | API | Testing

In a high-interest-rate environment, the most expensive asset a bank can hold is a signed partner contract that isn’t generating transaction revenue. For many regional banks, the 4–6 month gap between “contract signed” and “first transaction” is driven by manual compliance reviews, fragmented security processes, and custom integration work that delays go-live. We call this the “Integration Tax.”

With CMS-0057-F enforcement approaching in 2027, payer leaders face a decision that goes beyond compliance: how execution will be owned, scaled, and defended across the enterprise.

The recently released OWASP, “A Practical Guide for Securely Using Third-Party MCP Servers,” highlights a fundamental challenge in modern AI deployments: how do we govern, secure, and audit systems that are inherently non-deterministic? Unlike traditional, static software, AI agents dynamically adapt their execution paths, tool selection, and decisions based on context and real-time resources, allowing the same agent to achieve identical goals through entirely different approaches.

The rise of the Agentic Enterprise has seen a significant shift in the role of integration within organizations. Unlike traditional integration, which primarily connected applications and data, integration in the agentic era demands seamlessly connecting applications and data with complex agentic systems in order to build intelligent systems and flows.

Upgrading your WSO2 product to the latest version is an important step for maintaining a secure, stable, and future-ready platform. There are several reasons why an upgrade may be necessary, including but not limited to the following. One of the most common reasons is the end of life (EOL) of the current product version. When a version reaches EOL, it no longer receives official support, including security patches, bug fixes, or technical assistance from WSO2.

As we close out 2025, it's time to reflect on the hard lessons learned from deploying AI agents in production environments. The promise of AI agents is compelling: autonomous systems that can handle complex tasks, make intelligent decisions, and execute actions on our behalf. But as several high-profile incidents this year have starkly demonstrated, this autonomy comes with unprecedented risks when proper identity and access management controls are absent.

API protocols evolve every few years. We have moved from SOAP to REST, then to GraphQL, gRPC, and AsyncAPI for event-driven systems. Now with the rise of large language models (LLMs) and AI agents, organizations need a new class of interfaces that allow agents to take action across real systems, not just generate text. LLMs are powerful reasoning engines, but they lack context. They cannot perform actions by themselves, see real-time data, private information, or internal systems.

If you're working with APIs, chances are that the term "API gateway" has popped up in a conversation or web search at least once. Although they are not new, many developers that are new to creating APIs (or deploying them into a production environment) haven't heard of them or don't fully understand what the technology does. In the most simple terms, an API gateway is a single entry point where API traffic comes in and is then proxied to your actual APIs.

Choreo already provides application developers with powerful CI/CD pipelines, enabling them to automate, customize, and streamline build and deployment processes. However, until now, external resource integration was limited strictly to APIs—lacking a native mechanism to create or register other external dependencies like databases, message queues, or storage services directly within the platform.

AI has become an integral part of how we work today. From writing code to managing workflows, AI assistants help us complete tasks faster and with greater precision. In modern software products, AI copilots are no longer a luxury, they’re a necessity. They reduce cognitive load, simplify complex workflows, and allow users to focus on what truly matters.