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Agentic Development Board

An end-to-end AI-powered software development automation platform that connects Jira, FastAPI, LangGraph, Kafka, Cursor CLI, and AWS into a full software delivery pipeline — from ticket creation to GitLab merge requests.

PythonFastAPILangGraphKafkaNext.jsAWS ECSGitLabCursor CLIMySQLPinecone

The Agentic Development Board (JDAP) is a full-cycle software automation platform built around the concept of Software-Defined Development (SDD). It automates the lifecycle of a software feature — from Jira ticket creation through specification, planning, code generation, and GitLab merge request creation.

The Problem

Engineering and product teams spend enormous time on repetitive spec writing, subtask decomposition, and code scaffolding. The Agentic Development Board eliminates these manual bottlenecks.

Architecture

The platform is a monorepo with a Python FastAPI backend, Next.js 15 frontend, and AWS CDK infrastructure. It uses LangGraph for workflow orchestration, Kafka for async task distribution, Pinecone for vector search, and Cursor CLI as the active LLM code generation engine.

The SDD Lifecycle

  1. Jira ticket created → webhook fires
  2. Backend creates task and enqueues it to Kafka
  3. LangGraph speccing graph generates the specification
  4. Planning phase decomposes into subtasks
  5. Development phase generates code via Cursor CLI
  6. GitLab merge requests created automatically
  7. Test generation workflow creates test cases
  8. Developer reviews output in the Kanban UI

Impact

Targeting 30% reduction in development and speccing time by Q2 2025.