Dev Log & Deep Dives

Some of my recent thoughts on high-stakes backend architectures, proper agentic AI workflows, and scaling production infrastructure without the headache.
From Code to Cluster: My End-to-End Backend & AI Engineering Lifecycle

From Code to Cluster: My End-to-End Backend & AI Engineering Lifecycle

A practical breakdown of my software engineering workflow—from SQLModel schema design to provisioning root-access VPS environments for RAG systems.
The Mechanics of Latency in API Architecture

The Mechanics of Latency in API Architecture

Exploring how proper backend choices and data layer optimisations can slash system response times, manage concurrent overhead, and kill latency spikes.
The Case for Monolithic Core Logic in a Microservice-Hyped World

The Case for Monolithic Core Logic in a Microservice-Hyped World

Why architecting a proper unified core before splitting services leads to cleaner data boundaries, mental throughput, and less operational headache.
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