Technical Insights & Architectural Guides
Deep-dive explorations of database design, cloud container management, vector modeling, and full-stack software development.
Architecting Multi-Tenant Database Isolation in Next.js
An in-depth look at schema-based vs. row-level security isolation in Postgres, detailing how to implement tenancy middleware using Prisma Client extensions.
Fine-Tuning Open Source LLMs for Document Data Parsing
How we fine-tuned Mistral 7B to parse complex insurance policy contracts, reducing hallucinations and structural errors compared to vanilla GPT-4 calls.
Optimizing Cold Start Times on AWS Lambda for API Gateways
Key performance tips for bundling Next.js applications into AWS Lambda containers. Minimizing package footprints and leveraging provisioned concurrency.
Headless E-Commerce: Syncing Catalog Databases Globally
How to design high-throughput replication databases using Redis write-through cache clusters, keeping inventories synchronized across Shopify, Amazon, and ERPs.
Vector Embeddings: pgvector vs. Dedicated Vector DBs
Evaluating Pinecone, Milvus, and PostgreSQL's pgvector extension. Which storage mechanism to deploy based on your search latency constraints.
Building Zero-Downtime Deployment topographies on AWS
Setting up automated blue-green pipelines using GitHub Actions, Docker registries, and ECS cluster task definitions with health audit checkpoints.
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