AWS Lambda Web Functions
Lambda Web Functions run an unmodified Node.js web server on Lambda, with many requests per environment. What changed, when to use them, and a Hono demo.
#aws #devops-tooling
#devops-tooling
54posts ·all writing
AI tooling for SREs
A map of AI SRE agents in 2026: where they fit in the incident workflow, the main tools by category, guardrails, platform readiness and what to measure.
#ai-agents #devops-tooling #platform-engineering
Cloud Migration Security Guide: Risks & Checklist
· via Spacelift
Security for cloud migrations phase by phase: shared responsibility, the risks that appear mid-move, and a checklist covering before and after.
#aws #devops-tooling #security
DevOps Practices in Government and the Public Sector
· via Spacelift
What DevOps looks like under public-sector constraints: compliance, security-first delivery, and tooling requirements that differ from startups.
#devops-tooling #platform-engineering
What is Multi-Cloud Security? Challenges & Best Practices
· via Spacelift
Security across more than one cloud: why it gets harder, the aspects that differ per provider, and practices that hold the whole thing together.
#security #devops-tooling
Infrastructure as Code with Ansible: Tutorial
· via Spacelift
Using Ansible as an IaC tool rather than only for config management: where it fits, its limits, and a worked example provisioning AWS resources.
#ansible #iac #devops-tooling
IaC Testing for DevOps: Types, Tools & Examples
· via Spacelift
A working taxonomy of IaC testing: static checks, unit, integration and policy tests, with examples per tool and a pipeline to hang them on.
#iac #devops-tooling
How to Migrate From On-premise to AWS Cloud
· via Spacelift
A structured path from datacenter to AWS: migration strategies, the three-phase framework, a step-by-step walkthrough and the common traps to avoid.
#aws #devops-tooling
Kubernetes right-sizing with metrics-driven GitOps automation
· via AWS
Closing the loop on EKS resource requests: real usage metrics drive recommendations that land as GitOps pull requests instead of manual tuning.
#kubernetes #aws #devops-tooling
What Is MCP? Model Context Protocol Explained Simply
· via Spacelift
MCP without the hype: the architecture, how servers and clients talk, a demo project, and where the protocol sits next to plain APIs and tools.
#ai-agents #devops-tooling
What is Observability? Metrics, Logs & Traces Overview
· via Spacelift
The three pillars treated practically: what metrics, logs and traces each answer, an OpenTelemetry implementation path and guidelines that scale.
#devops-tooling #platform-engineering
DevOps Release Management: Stages & Best Practices
· via Spacelift
Release management that fits DevOps: the stages from planning to rollback, the friction points teams hit and practices that keep releases boring.
#devops-tooling #platform-engineering
Top 19 AWS Monitoring Tools & 8 Best Practices for 2026
· via Spacelift
The AWS monitoring landscape mapped: native services and third-party tools compared, with the practices that make any of them actually useful.
#aws #devops-tooling
Implementing Cloud Security Best Practices with StackGuardian
· via StackGuardian
Cloud security practices made enforceable: the implementation challenges, the practices worth codifying and turning both into automated guardrails.
#iac #devops-tooling #security
Harnessing AI to Revolutionize Test Coverage Analysis
· via Qodo
Test coverage beyond the percentage: what the metrics really measure, where AI improves gap analysis and generation, and the risks of trusting it.
#ai-agents #devops-tooling
How AI Code Assistants Are Revolutionizing Test-Driven Development
· via Qodo
TDD and code assistants combined: how tests written first constrain generation, a working AI-TDD loop, and the advantages with their caveats.
#ai-agents #devops-tooling
10 Tips for Selecting the Perfect AI Code Assistant for Your Development Needs
· via Qodo
A selection checklist for AI code assistants: language support, integration, context handling, output quality, security terms, cost and team fit.
#ai-agents #devops-tooling
Ansible vs. Jenkins - Key Differences and Comparison
· via Spacelift
Two tools that keep getting compared for the wrong reasons: what each is for, where they genuinely overlap, and how they work well together.
#ansible #devops-tooling
Observability vs Monitoring: Key Differences Explained
· via Spacelift
Monitoring and observability separated properly: what each does, how they relate, when each is enough and how to build toward both sensibly.
#devops-tooling #platform-engineering
16 DevOps Metrics You Should Be Tracking [DORA & Other]
· via Spacelift
The DevOps numbers worth watching: DORA four plus the supporting metrics, how to implement the measurement and which tools track them honestly.
#devops-tooling #platform-engineering
What is Configuration Drift? Tools, Causes & Risks
· via Spacelift
Configuration drift explained properly: how it creeps in, what it breaks, examples from real setups, and the tools that detect and prevent it.
#iac #devops-tooling
How to Use Blocks in Ansible Playbooks
· via Spacelift
Ansible blocks explained with use cases: grouping tasks, shared conditionals and privilege, plus rescue and always for real error handling paths.
#ansible #devops-tooling
Enterprise DevOps - Adoption Strategies & Best Practices
· via Spacelift
DevOps at enterprise scale: what changes with size, adoption strategies that survive the org chart, and the usual failure modes with their fixes.
#devops-tooling #platform-engineering
DevOps Maturity Model: Levels, Metrics & Benefits
· via Spacelift
DevOps maturity models used well: the five levels, how to assess where you are, the metrics that verify progress and the traps of cargo-culting.
#devops-tooling #platform-engineering
What is an Internal Developer Platform (IDP)?
· via Spacelift
Internal developer platforms explained: the components, who actually uses them, what they change for teams and examples of working implementations.
#platform-engineering #devops-tooling
Ansible with GitHub Actions: Automating Playbook Runs
· via Spacelift
Wiring Ansible into GitHub Actions: why automating playbook runs pays off, a step-by-step pipeline, and the secrets handling that makes it safe.
#ansible #devops-tooling
Configuration Management with Ansible
· via Spacelift
Ansible as a configuration management tool: the architecture, how it compares with the alternatives, core concepts and where it fits best today.
#ansible #iac #devops-tooling
Using Ansible to Automate AWS [Tutorial]
· via Spacelift
Ansible against AWS in practice: the collection setup, dynamic inventory for changing hosts, a worked tutorial and the habits that keep it sane.
#ansible #aws #devops-tooling
7 Ansible Use Cases - Management & Automation Examples
· via Spacelift
Where Ansible actually earns its keep: seven use cases from provisioning and config management to security baselines and orchestrated updates.
#ansible #iac #devops-tooling
Using Ansible Shell Module to Execute Remote Commands
· via Spacelift
The shell module used responsibly: examples, the differences from command, when raw scripts are justified and how to keep such tasks idempotent.
#ansible #devops-tooling
What is a Service Mesh? Key Features, Benefits & Examples
· via Spacelift
Service meshes explained without the vendor fog: how sidecars work, what you gain, the main mesh options and an example workflow on Kubernetes.
#kubernetes #devops-tooling
Building the DevOps Pipeline - Key Concepts & Stages
· via Spacelift
The anatomy of a DevOps pipeline: core concepts, stages from commit to production, and the principles that separate working pipelines from fragile ones.
#devops-tooling #platform-engineering
How to Create Ansible Template [Examples]
· via Spacelift
Jinja2 templating in Ansible: how the template module works, the syntax worth knowing, and a demo generating real config files in a playbook.
#ansible #devops-tooling
Ansible Vault: How to Securely Encrypt Sensitive Data
· via Spacelift
Ansible Vault end to end: encrypting files and strings, password management options, using encrypted content in playbooks and rotation habits.
#ansible #security #devops-tooling
Working with Ansible Inventory - Basics and Examples
· via Spacelift
Ansible inventory beyond one flat file: groups and variables, multiple sources, dynamic inventories and the layouts that scale with a fleet.
#ansible #devops-tooling
Terraform with GitHub Actions: How to Manage & Scale
· via Spacelift
Running Terraform through GitHub Actions: a working pipeline example, troubleshooting notes, and the practices that keep it safe as usage grows.
#terraform #devops-tooling
45 Best DevOps Books for Engineers to Read in 2026
· via Spacelift
A curated shelf for infrastructure people: DevOps, SRE, architecture, security and programming books organized by area, with notes on each pick.
#devops-tooling #opinion
50+ Ansible Best Practices to Follow [Tips & Tricks]
· via Spacelift
A long, organized list of Ansible practices covering project structure, playbooks, variables, modules, roles, execution and security habits.
#ansible #iac #devops-tooling
Atlantis vs. Terraform Cloud / Terraform Enterprise - Comparison
· via Spacelift
Atlantis against Terraform Cloud and Enterprise: what the open-source PR workflow covers, what the platforms add, and how to choose between them.
#terraform #devops-tooling
How to Automate Terraform Deployments and Infrastructure
· via Spacelift
Three routes for automating Terraform beyond laptop applies: general CI/CD, purpose-built platforms, and scripting, with the trade-offs of each.
#terraform #iac #devops-tooling
Ansible Modules - How To Use Them Efficiently (Examples)
· via Spacelift
How Ansible modules actually work: the common ones worth memorizing, usage patterns, building custom modules and the best practices around them.
#ansible #devops-tooling
16 DevOps Best Practices Every Developer Should Know
· via Spacelift
A grounded tour of DevOps practices and the anti-patterns that undo them, from CI/CD and IaC to blameless culture and sensible on-call habits.
#devops-tooling #platform-engineering
Ansible Roles: Basics, Creating & Using
· via Spacelift
Ansible roles from structure to sharing: why they exist, the directory anatomy, creating and using them, and how collections fit the picture.
#ansible #devops-tooling
Ansible Variables: How to Use Different Types of Ansible Variables
· via Spacelift
The full Ansible variable story: types, naming, lists and dicts, registered results, special variables and the precedence order that explains bugs.
#ansible #devops-tooling
Ansible Playbooks: Complete Guide with Examples
· via Spacelift
My Spacelift guide to Ansible playbooks: structure, variables, Vault for secrets, handlers, conditionals and loops, each with a runnable example.
#ansible #iac #devops-tooling
Ansible Tutorial for Beginners: Playbook & Examples
· via Spacelift
The Ansible starting point I wrote for Spacelift: concepts, installation, inventory, ad hoc commands and a first playbook, with a working demo setup.
#ansible #iac #devops-tooling
Architecting for sustainability on AWS
Improve the cloud architecture of workloads on AWS by leveraging the best practices of the new Sustainability Pillar
#aws #devops-tooling
Continuous Development for Kubernetes with Skaffold
Use Skaffold to facilitate your development flow for Kubernetes applications.
#kubernetes #devops-tooling #containers
Build container images with kaniko in Kubernetes
Use kaniko as an alternative to Docker for building container images in Kubernetes clusters.
#kubernetes #devops-tooling #containers
Exploring AWS Serverless Architectures
Common patterns and Serverless Architectures on AWS
#aws #devops-tooling