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Notch builds AI agents for customer support in compliance-heavy sectors, combining orchestration logic with structured data capture. The tech stack—React + Node.js + PostgreSQL + Redis + AWS container services—reflects a full-stack SaaS architecture built for scale, while active projects around LLM/vector architecture, distributed queues, and AI agent deployment signal heavy investment in reliability and multi-tenant orchestration. Pain points centered on scaling to 100k+ messages/day and complex decision logic suggest the core challenge is making AI agent outputs predictable and auditable in regulated environments.
Tech Stack 30 technologies
Core StackReact TypeScript Vite Node.js Express.js PostgreSQL Redis OpenTelemetry Express AWS GitLab GitHub Jenkins Figma Playwright styled-components React Query SASS LESS WebSockets Material-UI REST Zod Drizzle ORM TanStack Query AWS EKS AWS ECS AWS Fargate CSS-in-JS HTML5
What Notch Is Building
◆Challenges
- Scaling high-volume platform
- Complex ai workflows
- Scaling to 100k messages per day
- Reducing bundle chunk size
- Complex decision accuracy
- Scaling high-volume message processing
- Implementing complex decision logic
- Hiring and training engineers
- Seamless ai deployments
- Real-world technical challenges
▲Active Projects
- Ai agent management platform
- Multiplayer web app architecture
- Llm and vector based architecture
- Distributed architecture with queues, caches and locks
- Ai agent deployment
- Frontend systems
- Local-first methodology
- Ai agent implementations
- Design system from the ground up
- End-to-end design of ai platform
Hiring Activity
Steady15 roles · 4 in 30d
Department
Seniority
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