Notes from the practice

Engineering
in the open.

Architecture, infrastructure, creative development, and the details that make a system work.

All categories & topics
Filter by tag
Explore article topics

87 articles found

DNA Data Storage: What an Archival Workflow Must Preserve
New Tech Inventions & Breakthroughs
3 min read2026-04-18

DNA Data Storage: What an Archival Workflow Must Preserve

Understand DNA archival storage, distinguish prototypes from deployable services, and preserve the metadata needed to recover files beyond the storage medium.

DNA StorageCatalog TechnologiesArchival+2
Sardar Mukhshaf
Sardar Mukhshaf
Drizzle and Prisma: Compare Queries, Migrations and Runtime Fit
New Launches & Product Reviews
3 min read2026-04-26

Drizzle and Prisma: Compare Queries, Migrations and Runtime Fit

Evaluate TypeScript database tooling with representative SQL, migration review and deployment constraints instead of unverified performance rankings.

Drizzle ORMPrismaTypeScript+2
Sardar Mukhshaf
Sardar Mukhshaf
eBPF Observability: Useful Coverage and Important Blind Spots
DevOps & Cloud Trends
3 min read2026-04-28

eBPF Observability: Useful Coverage and Important Blind Spots

Evaluate eBPF agents by protocol, runtime, permissions and measurement coverage, while preserving application-level tracing where it adds context.

eBPFObservabilityPixie+2
Sardar Mukhshaf
Sardar Mukhshaf
Edge AI Inference: Choosing Between Browser, Device and Hosted Execution
DevOps & Cloud Trends
2 min read2026-04-18

Edge AI Inference: Choosing Between Browser, Device and Hosted Execution

Plan edge inference around real hardware support, model memory, data flows and measured latency, with the correct ONNX Runtime WebGPU entry point.

Edge AIONNX RuntimeTensorRT+2
Sardar Mukhshaf
Sardar Mukhshaf
Embedding Models for RAG: How to Evaluate Retrieval Quality
AI Differences & Comparisons
3 min read2026-04-15

Embedding Models for RAG: How to Evaluate Retrieval Quality

Compare embedding and reranking choices with a controlled retrieval experiment, relevant-document labels and explicit handling of permissions and missing answers.

EmbeddingsRAGVector Search+2
Sardar Mukhshaf
Sardar Mukhshaf
The EU AI Act: An Engineering Preparation Guide for 2026
Tech Updates & Industry News
3 min read2026-04-20

The EU AI Act: An Engineering Preparation Guide for 2026

Understand the AI Act's staged application and prepare a system inventory, evidence trail and review process without mistaking technical checks for legal compliance.

EU AI ActComplianceRegulation+2
Sardar Mukhshaf
Sardar Mukhshaf