Tag: #github-actions
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 19 posts
19 posts are tagged #github-actions; the most recent was published on 2026-05-16.
Often tagged together: #ci-cd 14 #devops 12 #2026-03 7 #automation 5 #english 5
Most read in the last 90 days:
- CI/CD Systems 2026 — Deep Dive into GitHub Actions, Buildkite, CircleCI, GitLab, Jenkins, Argo, Tekton, Earthly, and Dagger
- CI/CD Platforms 2026 Deep Dive — GitHub Actions, GitLab CI, CircleCI, Buildkite, Dagger, Earthly, Drone, Argo CD, Flux
- CI/CD Platforms in 2026 — GitHub Actions / GitLab CI / CircleCI / Buildkite / BuildJet / Earthly / Dagger Deep-Dive Comparison
CI/CD Platforms in 2026 — GitHub Actions / GitLab CI / CircleCI / Buildkite / BuildJet / Earthly / Dagger Deep-Dive Comparison ♪ Listenable
The 2026 CI/CD market is no longer "Jenkins or GitHub Actions." GitHub Actions has become the de facto standard, but a whole acceleration layer (BuildJet, Depot, Namespace) sits on top of it, while container/programmable
2026-05-16 · 22 min read #ci-cd#github-actions#gitlab-ci#circleci#buildkiteCI/CD Systems 2026 — Deep Dive into GitHub Actions, Buildkite, CircleCI, GitLab, Jenkins, Argo, Tekton, Earthly, and Dagger ♪ Listenable
A complete look at the CI/CD market as of May 2026. GitHub Actions (reusable workflows, OIDC federation, large runners, ARC), Buildkite, CircleCI, GitLab CI/CD, Jenkins (Pipeline + JCasC), TeamCity, Bamboo, Bitrise, Code
2026-05-16 · 22 min read #ci-cd#github-actions#buildkite#circleci#gitlab-ciCI/CD Platforms 2026 Deep Dive — GitHub Actions, GitLab CI, CircleCI, Buildkite, Dagger, Earthly, Drone, Argo CD, Flux ♪ Listenable
A complete map of CI/CD platforms in 2026 — the SaaS Big Four (GitHub Actions, GitLab CI 17.x, CircleCI, Buildkite), the container-native new wave (Dagger, Earthly, Drone, Harness CI), the GitOps layer (Argo CD, Flux, Fl
2026-05-16 · 21 min read #ci-cd#github-actions#gitlab-ci#circleci#buildkiteFrom Issue to Deploy — Building an Automation Pipeline Where AI Reviews and CI/CD Verifies and Ships (2025) ♪ Listenable
If the previous post was about the 'parts' of AI development automation, this one assembles those parts. You file an Issue; AI opens a PR, another AI reviews it, CI verifies it, a human gates only the core decisions, CD
2026-05-14 · 26 min read #ai-automation#ci-cd#github-actions#ai-code-review#autonomous-pipelineThe Complete Guide to AI Development Automation — GitHub Integration, Ticket-Based Agentic Workflows, Copilot, Claude Code, Devin, Jules (2025) ♪ Listenable
2025 was the year AI moved from 'suggesting code' to 'owning the ticket.' Assign a GitHub Issue to an AI agent and it rolls forward on its own — branch creation, implementation, PR, passing CI. A 4-level maturity model,
2026-05-14 · 29 min read #ai-development#automation#github#copilot#claude-codeFrontend CI/CD & Deployment 2025 — GitHub Actions, Turborepo, Vercel, Netlify, Cloudflare, Preview, Canary, Feature Flags, SLSA/SBOM (S6 E12)
CI/CD for frontend is no longer "build and ship." It is caching, preview environments, canary rollouts, feature flags, supply-chain attestation (SLSA/SBOM), and rollback-first thinking. This guide compares GitHub Actions
2026-04-15 · 7 min read #frontend#ci-cd#deployment#github-actions#turborepoAdvanced CI/CD Pipeline Guide — GitHub Actions, ArgoCD, Tekton, and Security Pipelines
Beyond basic build-and-deploy: security scanning, static analysis, container signing, GitOps, and multi-environment deployments. A comprehensive guide to building production-grade CI/CD pipelines.
2026-04-12 · 18 min read #devops#ci-cd#github-actions#argocd#tektonGitHub Copilot Coding Agent Practical Guide: Rolling Out the Cloud Background Agent Safely
A practical guide to the latest Copilot cloud agent workflow, with rollout advice for teams, the guardrails that matter, and how it compares with terminal-first tools like Claude Code.
2026-04-12 · 5 min read #github#copilot#coding-agent#cloud-agent#pull-requestAdvanced CI/CD Pipeline Guide 2025: Deployment Strategies, GitOps, Monorepo, Security Pipeline
Everything about advanced CI/CD! Deployment strategies (Blue-Green/Canary/Rolling), GitOps (ArgoCD/Flux), Monorepo CI (Turborepo/Nx), Feature Flags (LaunchDarkly), pipeline security, environment management, rollback stra
2026-03-25 · 18 min read #ci-cd#deployment#gitops#argocd#monorepoGitHub Actions CI/CD Complete Guide: Go Builds, Branch Strategies, and Auto-Deploy ♪ Listenable
Build production-grade CI/CD pipelines with GitHub Actions for Go projects. Trunk-Based vs GitHub Flow vs Git Flow branch strategies, multi-stage Docker builds, K8s auto-deploy, secret management, matrix builds, and cach
2026-03-23 · 24 min read #github-actions#ci-cd#go#golang#gitCI/CD Best Practices 2025: Pipeline Design, Automation, and Security for Teams ♪ Listenable
Everything about CI/CD pipelines! GitHub Actions vs Jenkins vs GitLab CI comparison, pipeline design principles, test automation, Docker build optimization, GitOps (ArgoCD), secret management, DORA metrics, and rollback
2026-03-23 · 23 min read #ci-cd#devops#github-actions#jenkins#argocdOperating GitHub Actions ARC: Ephemeral Runners, Scale Sets, and Security Boundaries
A practical ARC guide covering runner scale set boundaries, ephemeral runner strategy, image management, network and secret isolation, and the operational signals that matter in production.
2026-03-17 · 4 min read #devops#github-actions#actions-runner-controller#arc#self-hosted-runnerVibe Coding Team Collaboration Guide: CI/CD, Code Quality & Conflict-Free Contribution
How multiple developers can contribute without conflicts in AI-powered Vibe coding environments, GitHub Actions CI/CD pipelines, Trunk-Based Development, automated code review, and Skills file usage.
2026-03-17 · 16 min read #vibe-coding#ci-cd#team-collaboration#github-actions#code-qualityGitHub Actions Advanced CI/CD: Matrix Builds, Cache Strategies, and Security Hardening
Covers production-level CI/CD pipeline construction including GitHub Actions matrix build optimization, cache strategies, self-hosted runner configuration, reusable workflows, and security hardening.
2026-03-14 · 18 min read #github-actions#ci-cd#devops#automation#securityGitHub Actions Advanced Patterns: Reusable Workflows, Composite Actions, and Monorepo CI/CD Optimization
Covers advanced GitHub Actions patterns including pipeline templating with Reusable Workflows, reusable step composition with Composite Actions, and monorepo CI/CD optimization using path-filter, matrix, and caching stra
2026-03-12 · 16 min read #devops#github-actions#ci-cd#monorepo#reusable-workflowsGitHub Actions Advanced CI/CD Workflows — Matrix Builds, Reusable Workflows, Self-hosted Runners
A comprehensive guide to advanced GitHub Actions CI/CD workflows including matrix builds, reusable workflows, self-hosted runner configuration, caching strategies, and secret management with practical examples.
2026-03-09 · 18 min read #devops#github-actions#ci-cd#workflow#2026-03GitHub Actions Self-Hosted Runner: Large-Scale Operations and Security Hardening Guide
A practical operations guide covering GitHub Actions Self-Hosted Runner Kubernetes-based large-scale operations, ARC autoscaling, security hardening, cache strategies, and disaster recovery.
2026-03-05 · 18 min read #devops#github-actions#self-hosted-runner#2026-03GitHub Actions Advanced CI/CD — Matrix, Cache, Self-hosted Runner
Master advanced GitHub Actions features with practical examples. Parallel builds with Matrix Strategy, build speed optimization with Cache, and cost reduction with custom environments using Self-hosted Runners.
2026-03-02 · 7 min read #github-actions#ci-cd#devops#automation#self-hosted-runnerGitHub Actions
GitHub Actions
2024-09-16 · 1 min read #git#github-actions