Author

B. Hinduja

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Conference Aug 2026

Agentic Orchestration for Self-Healing Data Pipelines: A Policy-Aware Framework for Autonomous Schema Drift Detection and Recovery in Cloud-Native Analytics Environments

Cloud-native analytics pipelines are vulnerable to schema drift, implicit data-contract violations, and cascading service-level objective (SLO) failures that conventional monitoring or manual DataOps may detect only after downstream impact. This paper presents AegisFlow, a policy-aware agentic orchestration framework f...

Preethi Kamalakannan, Shania Rasheed Nalagath, Bhakti Hinduja et al. · International Workshop on Ar... · 0 citations

Conference Aug 2026

MCSafe-GSN-HOL: A Formal Assurance Framework for Machine-Checkable Safety Cases of Deployed LLM Agents

Deployed large language model (LLM) agents are now being used to interface with external tools, fetch information, run code, interact with user data and help with decision making at the workflow level. Therefore, their safety issues are not only related to the underlying model, but also to tool permissions, prompt desi...

Aakash Abhay Yadav, Shashank Shelat, B. Hinduja et al. · International Conference on... · 0 citations

Conference Aug 2026

Reconceptualizing Observability for Agentic AI Systems: A Trace-Centric Architecture for Interpreting Non-Deterministic Workflow Behavior

The more typical feature of agentic AI systems is dynamic, multistep workflows where autonomous components plan, reason, and communicate with external tools and data sources in a series of iterations. Such flexibility increases capability but also brings nondeterminism which is inherent and where the same inputs can re...

Ankur Gupta, Karan Gupta, Divyakumar Deepak Savla et al. · International Conference on... · 0 citations