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Showing posts with the label Automation

Multi-Agentic AI deployment with ADK (Agent Development Kit) and MCP (Model Context Protocol) - [Meridian Platform]

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Overview Meridian Lite is a purpose-built demonstration of multi-agentic AI capabilities, deployed in the context of UK mergers and acquisitions intelligence. It coordinates a hierarchy of six AI specialists — each with distinct tools and domain expertise — to evaluate acquisition targets, assess market dynamics, and synthesise deal recommendations from private in-house and live public data. The Lite designation is deliberate. This build strips away third-party data overhead and SaaS complexity, isolating the core agentic patterns — specialist  agent orchestration  routing, function tool-calling, session state sharing ,  and resilient failover — in a form that is legible, testable, and safe to demonstrate. The underlying infrastructure is production-grade:  hardened access control , security, token budgeting, and session persistence. The data coverage is intentionally constrained. Objectives - Multi-agent orchestration with intelligent specialist routing:   a ro...

CI/CD Pipelines with Git, Spinnaker and Kubernetes (GKE)

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Overview Developing a continuous delivery (CI/CD) pipeline is an essential component of contemporary software development. By setting up services to build, test, and deploy an application automatically, we can create a streamlined and dependable deployment process. The CI/CD pipeline we design can automatically rebuild, retest, and redeploy an updated version whenever modifications are made to the application's code. This enables us to quickly deliver high-quality updates to our users, resulting in a more efficient software development process. Objectives To achieve a reliable deployment process for an application on Kubernetes Engine with Spinnaker, a number of steps must be taken. First, the environment must be set up by creating a Kubernetes Engine cluster and configuring the necessary identity and user management. Then, the sample application is obtained and a Git repository is established before uploading the code to Google Cloud Source Repository. Using Helm, Spinnaker is dep...