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Understanding the code is not enough
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Deploying Cloud-Native Apps with Azure Container Apps
Why Container Apps, and Not Just "Kubernetes but Managed" Azure Container Apps sits in a specific gap: more managed than AKS (no nodes to patch, no cluster to operate), but built on the same underlying primitives Kubernetes users already know — KEDA for event-driven autoscaling, Dapr for service-...
GitHub Release to Zenodo DOI
Cover illustration: evolving source becomes one preserved release. A GitHub release can exist before its Zenodo archive is ready. A DOI can resolve while the metadata still misrepresents the files.
Configuring and Migrating to Azure Database for PostgreSQL
Why Migration and HA Are the Same Conversation Migrating a database and keeping it highly available afterward aren't two separate projects — they're the same discipline applied at two different moments. Both come down to the same underlying mechanism: PostgreSQL's write-ahead log (WAL) , the rec...
Building AI-Powered Applications with Azure Database for PostgreSQL
Why Postgres as the AI Backend The pitch for building AI features directly on Azure Database for PostgreSQL instead of bolting on a separate vector database: your relational data (users, orders, documents, permissions) and your vector embeddings live in the same database, the same transaction, th...
I Blamed Sticky Sessions for 48 Hours. The Pool Still Held the Old Socket.
I spent forty-eight hours convinced our load balancer was sticky in the worst possible way after a quiet rolling deploy. After every rolling restart, a slice of traffic still parsed JSON fields I had already deleted from the handlers. Does that sound like a platform bug, or like a client proces...