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Applied AI, regulated finance2025-2026

Symphony

An agentic pipeline that turns a Jira ticket into a reviewed merge request.

Outcome

~30%

faster delivery cycle

Stack

  • Agents
  • Ephemeral sessions
  • GCP
  • GitLab CI
  • LLM routing

Links

On request

Ticket to merge request

inputTicketPlanAgentsReviewMRreviewed change

Overview

Symphony is an agentic CI/CD pipeline built inside a BaFin- and DORA-regulated financial-services environment. It takes a written ticket, runs autonomous coding agents in isolated ephemeral sessions, routes work across models by complexity, and opens a reviewed merge request, keeping a full audit trail so every change stays traceable and compliant.

This is internal work in a regulated environment. Details here are kept at a deliberately high level: architecture and decisions, not internal system names or topology.