Question 1

What stack does Sairam work with?

Accepted Answer

Python, Go, TypeScript, AWS (Bedrock, Polly, Transcribe), LLM orchestration (crewAI, multi-agent), RAG, ReAct pipelines, Redis, SSE, and React/Next.js on the frontend.

Question 2

Is Sairam open to new roles?

Accepted Answer

Yes — actively looking for Backend, GenAI, and Full-Stack engineering roles. Remote or Hyderabad, India.

Question 3

What has Sairam built in production?

Accepted Answer

Pensieve (multi-agent LLM orchestration engine, 2K+ daily users), AAVA Code (AI coding plugin for VS Code, 3K+ daily users), Execution Engine (prompt-driven artifact generation, 65%→85% first-pass acceptance), Wireframe Generator (GenAI UI prototyping, 500+ daily users), and Prompt-to-React (code generation, 2K+ developers).

Question 4

Where can I schedule a call with Sairam?

Accepted Answer

Book a 30-minute intro call at https://calendly.com/sairamugge/30min

Question 5

What open-source projects has Sairam built?

Accepted Answer

MindForge (agentic Claude Code framework, 1193+ commits), Agent-Forge (self-improving agent infrastructure), ContextOS (AI agent intelligence layer), Graph-Forge (code intelligence platform), and others. See https://anvilry.vercel.app/projects.