Real client case study: 90 days, $40k burned, 3 failed attempts, 1 success. What they tried: → Attempt 1: Multi-agent system (too complex, couldn't debug) → Attempt 2: Single agent (too simple, couldn't scale) → Attempt 3: LangGraph (too hard to understand) What finally worked: → Single agent + worker pattern (deployed in 3 weeks) In this video: - 90 days, $40k burned, 0 deployed - The Setup - Attempt 1: Multi-agent (FAILED) - Attempt 2: Single agent (FAILED) - Attempt 3: LangGraph (FAILED) - What finally worked - The results (500 req/day, 99.4% success) - Lessons learned 📥 Case studies & patterns: 👉 https://community.nachiketh.in 🎓 Learn production architecture: 👉 https://bootcamp.nachiketh.in (Starts Feb 15) Architecture isn't about "best practices." It's about constraints and trade-offs. #ProductionML #SoftwareArchitecture #AgenticAI #CaseStudy