Tag: #state-management
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 7 posts
OpenTofu 1.12's Dynamic prevent_destroy — Where the Lifecycle Block's Static Constraint Loosens, and What It Costs
Terraform's lifecycle block accepts only literal values by design. HashiCorp's docs explain why: lifecycle settings are processed while building the dependency graph, before variables can be evaluated — and the request t
2026-07-16 · 12 min read #opentofu#terraform#iac#devops#state-managementState Management Renaissance 2025 — Zustand, Jotai, Valtio, TanStack Query, Signals, XState, RSC (S6 E10)
Redux ruled state management for a decade. In 2024–2025 that quietly ended. Zustand, Jotai, Valtio, TanStack Query, Signals (Preact, SolidJS, React proposal), XState for state machines, and React Server Components each o
2026-04-15 · 8 min read #frontend#state-management#zustand#jotai#valtioIaC Patterns & Best Practices 2025: Terraform Modules, Pulumi, Crossplane, State Management
Everything about IaC patterns! Terraform module design (composition/abstraction), Pulumi (programming language IaC), Crossplane (K8s native), state management (Remote State/Locking), drift detection, testing (Terratest/C
2026-04-14 · 19 min read #iac#terraform#pulumi#crossplane#cdktfState Management Complete Comparison 2025: React Context vs Zustand vs Jotai vs Redux Toolkit vs Recoil
Everything about state management in 2025! 5-way comparison, TanStack Query for server state, Signals paradigm, bundle size/performance/DX benchmarks, and project-specific selection guide.
2026-03-24 · 19 min read #state-management#react#zustand#jotai#redux-toolkitTerraform State Management and Module Design Practical Guide: Remote Backend, State Locking, Module Patterns, and Drift Detection
Deep analysis of Terraform state file structure, Remote Backend (S3/GCS) configuration, State Locking (DynamoDB) mechanisms, module design patterns (Composition/Registry), and Drift Detection strategies. Covers state con
2026-03-11 · 17 min read #devops#terraform#iac#state-management#module-designComplete Guide to Terraform Module Design Patterns: State Management, Workspaces, and Atlantis Automation
A comprehensive guide covering Terraform module design patterns (Composition, Facade, Factory), remote state management with S3+DynamoDB/GCS/Terraform Cloud, workspace strategies, and GitOps automation with Atlantis. Inc
2026-03-10 · 14 min read #devops#terraform#iac#state-management#atlantisThe Complete Guide to Terraform State Management — Remote Backend, Locking, and Migration in Practice
Covers Terraform State concepts through practical code examples, including S3/GCS Remote Backend configuration, DynamoDB State Locking, and State separation strategies for team collaboration.
2026-03-03 · 7 min read #devops#terraform#iac#state-management#2026-03