Monolithic Model for Internal Teams 🚀

Monolithic Model for Internal Teams 🚀
A monolithic model in internal teams means having a single, unified structure where all team functions (data, ML, DevOps, and deployment) operate within one integrated system rather than separate microservices or independent teams.

🔹 Pros of a Monolithic Model:
✅ Centralized Decision-Making – Faster alignment & execution
✅ Simplified Workflow – No complex integrations between teams
✅ Stronger Collaboration – Teams work as one unit, reducing silos
✅ Easier Debugging & Maintenance – Fewer moving parts than microservices

🔹 Cons & Challenges:
❌ Scalability Limits – Harder to scale as operations grow
❌ Slower Iterations – One small change may impact the entire system
❌ Less Flexibility – Teams might struggle with autonomy & specialization

🔹 When to Use a Monolithic Model?
✔️ Small to mid-sized teams needing tight collaboration
✔️ When speed & simplicity are more important than scalability
✔️ For early-stage MLOps & AI deployments before modularizing

💡 Pro Tip: Start with a monolithic approach, then transition to a modular or microservices-based system as the team grows! 🚀

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Видео Monolithic Model for Internal Teams 🚀 канала Mindbox Trainings