Long-form technical writing on cloud infrastructure, networking, automation, and AI-enabled operations.
16 min readAI Systems
How a typed query IR (Intermediate Representation) turns a tool catalog into the actual authorization surface for an AI agent troubleshooting Azure network traffic.
Research in Progress
3 min readAI Systems
A working survey of Azure's SRE, observability, and troubleshooting agents — what each one covers, where its scope ends, and where extension points exist.
Preview
3 min readAzure Networking
A technical walkthrough of parsing and querying Azure VNet flow logs directly, as a cost-conscious alternative to Traffic Analytics.
Research in Progress
3 min readMachine Learning
Tracing what a Jupyter notebook session in an Azure Machine Learning compute instance actually talks to on the network, and why that matters for private workspace design.
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