<M /> Mangalam.AI
projects / ai-engineering-practice

AI in the engineering practice

A team-wide AI-assisted SDLC standard with MCP integrations, a spec-to-backlog pipeline, and ML prototypes.

prototypeai · mlClaude CodeMCPSageMakerBedrock

What it does

Brings AI into how a team plans, builds and reviews software.

Highlights

  • A team-wide AI-assisted SDLC standard with MCP integrations.
  • A spec-to-backlog pipeline.
  • ML prototypes, including ETA prediction and automated code review.

Stack

Claude Code, MCP, SageMaker and Bedrock.