Articles about Parallelism — exploring patterns, best practices, and real-world implementations in production systems.
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The reason to reach for a graph over a chain: fan out work to run concurrently, then fan in to merge — wall-clock is the slowest worker, not the sum.
Fan-out broadcasts the same message to concurrent workers; fan-in gives a joiner a list of all outputs and fires once every source completes.
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.