Practical technical essays on hardening AI-generated codebases, database concurrency, payments idempotency, and cloud infrastructure.
Concurrency, connection pooling, caching, and database performance
Auth boundaries, API security, RLS, and vulnerability audits
Serverless compute, edge networking, and cloud spend optimization
Auditing AI-generated code, LLM resiliency, and modern tech debt
Real numbers from decoupling expensive shared hosting into serverless edge architecture: faster page loads, zero maintenance, and 75% lower monthly cost.
A plain-English breakdown of connection exhaustion, unindexed foreign keys, and how connection pooling prevents 500 errors when traffic surges.
Essential architectural boundaries for protecting user data, securing service role keys, and preventing API credential leakage before launch.
We provide 48-hour fixed-scope audits covering security, database concurrency, and scale bottlenecks with actionable pull requests.