#Case Study

Case studies document real engineering outcomes with specific numbers, trade-offs, and lessons learned. These posts present post-mortems and retrospectives from production multi-agent systems, framework migrations, and infrastructure projects.

2 posts tagged with case study. ← All posts

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Pratik Dhanave · ·15 min read

Designing a System End to End

The capstone — one problem, a home-timeline feed, designed the whole way through with the method from post one: clarify, estimate, contract, then high-level to deep-dive to bottleneck, naming the trade-off at every step and drawing on all seven earlier posts.

The capstone: one worked design end to end — requirements, estimation, API and data model, high-level architecture, and deep dives applying the whole series (scaling, caching, sharding, consistency, async, reliability) with explicit trade-offs.

#System Design#Architecture#Case Study#Scalability#Distributed Systems#APIs

All posts on this site are written by Pratik Dhanave, an Agentic AI Architect with 7+ years building production distributed systems, multi-agent AI platforms, and cloud-native infrastructure. About the author → Each article includes working code, architecture diagrams, and references to the specific frameworks and standards discussed. Browse all posts or explore related topics using the tag cloud above.