VE
Vector Search • Mar 25, 2026
Tooling Map: vector database selection
A map of useful tools, libraries, and platform decisions. how to choose vector stores for retrieval workloads and product constraints
Articles
AI engineering notes from real workflow work
Practical writing on agentic systems, orchestration, automation design, and the operating patterns behind reliable AI delivery.
OP
Operations • Mar 25, 2026
Team Workflow: production incident review
How engineering, product, and operations teams should collaborate. how teams convert outages and AI failures into tests and playbooks
SE
Security • Mar 25, 2026
Scaling Notes: secure secret handling
How the workflow changes as traffic, users, or data volume grows. how deployment workflows preserve secrets and avoid accidental exposure
ML
ML Engineering • Mar 25, 2026
Architecture Guide: fine-tuning workflows
A system-design view for planning production implementation. how to prepare data, choose adapters, test outputs, and track model versions
DE
DevOps • Mar 24, 2026
Common Failure Modes: container hardening
The mistakes teams should identify before launch. how to package application runtimes without leaking secrets or state
FR
Frontend Engineering • Mar 24, 2026
Security Review: design systems for AI products
The security and permission concerns that should be reviewed. how reusable components keep AI workstations consistent
VE
Vector Search • Mar 24, 2026
Team Workflow: vector database selection
How engineering, product, and operations teams should collaborate. how to choose vector stores for retrieval workloads and product constraints
OP
Operations • Mar 24, 2026
Deployment Playbook: production incident review
How to prepare the workflow for CI/CD and production operations. how teams convert outages and AI failures into tests and playbooks
SE
Security • Mar 23, 2026
Tooling Map: secure secret handling
A map of useful tools, libraries, and platform decisions. how deployment workflows preserve secrets and avoid accidental exposure
LL
LLM Infrastructure • Mar 23, 2026
DropTicks Field Notes: self-hosted inference
Opinionated engineering notes for practical AI and software delivery. how to serve open models with throughput, batching, and cost control
DE
DevOps • Mar 23, 2026
Implementation Checklist: container hardening
A practical checklist for building and reviewing the workflow. how to package application runtimes without leaking secrets or state
FR
Frontend Engineering • Mar 22, 2026
Evaluation Strategy: design systems for AI products
How to measure quality, reliability, and operational readiness. how reusable components keep AI workstations consistent