Insights & Resources
Practical articles, tutorials and technical insights on software engineering, AI, cloud, architecture and modern digital systems.
2 articles
Multi-agent designs inherit coordination, partial failure and unclear ownership from distributed systems, and they earn their place mainly when you need isolation. This guide compares four agent architectures on one realistic problem and ends with a framework for choosing.
15 min read
When a tool starts failing, a naive agent keeps calling it until the run hits a limit or the bill arrives. A circuit breaker stops the loop, but only if it sits outside the model and trips on repeated calls, stalled progress and budget burn as well as on errors.
16 min read
Research & Publications
I have a peer-reviewed research paper published in an international journal, reflecting my commitment to contributing to the global knowledge community through research and practical engineering work.
View PublicationResearch expands what we know. Engineering turns it into impact.
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