Job Description
- Extend and harden an AI-driven software development lifecycle platform built on Kiro IDE. The platform uses autonomous agents, MCP tool integrations (Rally, Playwright, Git, Confluence), steering files, and event-driven hooks to orchestrate requirements gathering, architecture design, code generation, test automation, and deployment gating - all AI-first.

build new agent capabilities, design RAG pipelines for context-aware code generation, create governance guardrails, and integrate with enterprise ALM/DevOps tools. This is not a testing role or a DevOps role - its building the platform that makes all SDLC phases AI-native.

Key Areas of Responsibilities:
- Design and build AI agents that orchestrate multi-step SDLC workflows (fetch generate execute validate sync)
- Build RAG pipelines that feed architecture docs, coding standards, and Rally artifacts as grounded context to LLMs
- Implement MCP servers and tool integrations (Rally, Playwright, Git, Confluence, Azure DevOps)
- Author steering files (persona, governance, lifecycle)



that constrain agent behavior with formal rules
- Build self-healing and auto-remediation systems with bounded autonomy and human escalation
- Design state machines for artifact lifecycles (requirements design code test deploy)
- Create event-driven hooks for CI/CD integration, nightly runs, and release gating
- Implement property-based testing to formally verify system correctness
- Package and deploy agent infrastructure (Docker, pipelines, credential management) Qualifications

Skills Required:

Core Language

TypeScript / Node.js

AI/LLM

Azure OpenAI (GPT-4), prompt engineering, structured outputs

Agent Framework

Kiro IDE agents, MCP (Model Context Protocol), tool-use patterns

RAG / Context

Embedding pipelines, vector search, document chunking, context grounding

Testing

Playwright, quick-check (PBT), Jest

ALM Integration

Rally, Azure DevOps, Jira (bidirectional sync)

DevOps

GitHub Actions / Azure DevOps Pipe

📌 AI Platform Engineer (Bengaluru)
🏢 Sutherland
📍 Bengaluru