Inside Limestone's AI software factory: from ticket to tested PR with agents
alex_verem · x · 2026-10-17
Limestone is building an "AI software factory" for clients that takes a ticket from requirements to a tested pull request via AI agents, with human approval and governance baked in. The stack: orchestration for agent coordination, spec-driven development (requirements → specs → testable tasks), LangGraph.js + Claude Agent SDK runtimes, AWS Fargate pre-warmed isolated sandboxes for parallel coding, LiteLLM/AWS Bedrock gateway for model routing and token budgets, centralized policy guardrails, and AI-powered PR review. A practical blueprint for teams assembling multi-agent coding pipelines.
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