VE
Vector Search • Mar 17, 2026
Common Failure Modes: vector database selection
The mistakes teams should identify before launch. 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 17, 2026
Implementation Checklist: production incident review
A practical checklist for building and reviewing the workflow. how teams convert outages and AI failures into tests and playbooks
SE
Security • Mar 17, 2026
Evaluation Strategy: secure secret handling
How to measure quality, reliability, and operational readiness. how deployment workflows preserve secrets and avoid accidental exposure
LL
LLM Infrastructure • Mar 17, 2026
Deployment Playbook: self-hosted inference
How to prepare the workflow for CI/CD and production operations. how to serve open models with throughput, batching, and cost control
DE
DevOps • Mar 17, 2026
Tooling Map: GitOps deployments
A map of useful tools, libraries, and platform decisions. how declarative deployments reduce drift and improve reviewability
FR
Frontend Engineering • Mar 16, 2026
DropTicks Field Notes: frontend performance budgets
Opinionated engineering notes for practical AI and software delivery. how to keep interactive AI pages fast, accessible, and stable
VE
Vector Search • Mar 16, 2026
Implementation Checklist: vector database selection
A practical checklist for building and reviewing the workflow. how to choose vector stores for retrieval workloads and product constraints
OP
Operations • Mar 16, 2026
Architecture Guide: production incident review
A system-design view for planning production implementation. how teams convert outages and AI failures into tests and playbooks
SE
Security • Mar 16, 2026
Common Failure Modes: secure secret handling
The mistakes teams should identify before launch. how deployment workflows preserve secrets and avoid accidental exposure
LL
LLM Infrastructure • Mar 15, 2026
Security Review: self-hosted inference
The security and permission concerns that should be reviewed. how to serve open models with throughput, batching, and cost control
DE
DevOps • Mar 15, 2026
Team Workflow: GitOps deployments
How engineering, product, and operations teams should collaborate. how declarative deployments reduce drift and improve reviewability
AI
AI Workflows • Mar 15, 2026
Claude Skills and Reusable Agent Instructions as Team Assets
How reusable skills, instructions, and workflow packages turn one-off AI work into a repeatable company capability.