Optimizing Small Language Models for Local Edge Inference: Techniques, Constraints, and Production Deployment Patterns
Learn practical techniques to squeeze LLMs onto edge hardware, manage resource limits, and apply proven deployment patterns.
Production
Implementing eBPF for Production Observability: A Deep Dive into High-Performance System Tracing and Monitoring
A practical guide to integrating eBPF into production observability stacks, with architecture diagrams, code snippets, and lessons from large‑scale deployments.
Mastering Sentry: Implementing Modern Error Monitoring and Observability for Production-Ready Applications
A hands‑on guide to deploying Sentry for error monitoring, performance tracing, and observability in large‑scale production services.
Deep Dive into PostgreSQL MVCC: Transaction Isolation, Snapshot Management, and Concurrency Control for Production
A production‑ready guide to PostgreSQL’s MVCC, covering isolation levels, snapshot lifecycles, and concurrency patterns engineers can apply today.
Architecting Google Cloud Platform: Service Selection and Infrastructure Patterns for Production Workloads
A deep‑dive into service selection and repeatable architecture patterns that let engineers build, scale, and operate production workloads on Google Cloud Platform.