Engineering Notes — Coming Soon

Technical deep-dives and architecture write-ups from the engineers at Paratrix Solutions. We are preparing our first series of notes — here is what we are working on.

Designing Reliable AI Interfaces for Custom Operations

A detailed study on integrating LLM outputs safely into transactional Postgres databases without risking data contamination.

Coming Soon

Mitigating Write Contention in Multi-user Ledgers

How isolated transaction queue buffers can reduce database locking anomalies inside busy warehouse management networks.

Coming Soon

Comparing Serverless and Dedicated Kubernetes

Analyzing cost, cold start latency, and security isolation vectors between serverless cloud nodes and private cluster models.

Coming Soon