DE
DevOps • Mar 12, 2026
Security Review: GitOps deployments
The security and permission concerns that should be reviewed. how declarative deployments reduce drift and improve reviewability
Articles
AI engineering notes from real workflow work
Practical writing on agentic systems, orchestration, automation design, and the operating patterns behind reliable AI delivery.
LL
LLM Infrastructure • Mar 12, 2026
LLM Gateways and Model Routing Are Becoming Core AI Infrastructure
Why teams need model routing, budgets, fallback logic, observability, and provider abstraction before AI usage scales.
FR
Frontend Engineering • Mar 12, 2026
Team Workflow: frontend performance budgets
How engineering, product, and operations teams should collaborate. how to keep interactive AI pages fast, accessible, and stable
RA
RAG • Mar 11, 2026
Scaling Notes: RAG source quality
How the workflow changes as traffic, users, or data volume grows. how document quality, chunking, metadata, and citations affect answer quality
AI
AI Security • Mar 11, 2026
Tooling Map: AI safety guardrails
A map of useful tools, libraries, and platform decisions. how validation, policies, refusals, and human approval reduce risk
SO
Software Engineering • Mar 11, 2026
DropTicks Field Notes: software architecture reviews
Opinionated engineering notes for practical AI and software delivery. how to evaluate coupling, boundaries, state, and failure modes
LL
LLM Infrastructure • Mar 11, 2026
Implementation Checklist: self-hosted inference
A practical checklist for building and reviewing the workflow. how to serve open models with throughput, batching, and cost control
DE
DevOps • Mar 10, 2026
Evaluation Strategy: GitOps deployments
How to measure quality, reliability, and operational readiness. how declarative deployments reduce drift and improve reviewability
EV
Evaluation • Mar 10, 2026
AI Evaluation Is the Difference Between a Demo and a Product
How to create practical eval loops for prompts, RAG, agents, tool use, and production regressions.
FR
Frontend Engineering • Mar 10, 2026
Deployment Playbook: frontend performance budgets
How to prepare the workflow for CI/CD and production operations. how to keep interactive AI pages fast, accessible, and stable
RA
RAG • Mar 10, 2026
Tooling Map: RAG source quality
A map of useful tools, libraries, and platform decisions. how document quality, chunking, metadata, and citations affect answer quality
AI
AI Security • Mar 10, 2026
Team Workflow: AI safety guardrails
How engineering, product, and operations teams should collaborate. how validation, policies, refusals, and human approval reduce risk