Tag: #automation
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 33 posts
Browser and Computer-Use Agents in Practice: Architecture, Guardrails, and an Adoption Checklist for 2026 Teams
A practical guide to browser and computer-use agents for developers and product teams, covering why the category matters now, which architectures work, where the risks are, and how to adopt safely.
2026-04-12 · 9 min read #ai-platform#ai-agent#browser-agent#computer-use#automationn8n, Dify, and Mermaid Complete Guide -- AI Agent and Diagram Automation
Build AI agent workflows with n8n, create LLM apps with Dify, and draw diagrams as code with Mermaid. A detailed hands-on guide.
2026-04-10 · 9 min read #ai#n8n#dify#mermaid#automationGitHub Actions CI/CD Complete Guide: Go Builds, Branch Strategies, and Auto-Deploy
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
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#argocdAI Job Replacement Reality Check: What Gets Automated, What Doesn't, and Where Developers Are Headed
WEF: 85M displaced vs 97M new (+12M net). McKinsey: 30% of tasks automated by 2030. Goldman Sachs: 300M jobs affected. Customer service 80% automated, 77% of AI jobs require master's degree — a data-driven map of AI-era
2026-03-22 · 27 min read #ai#jobs#future#career#developerGitHub 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#securitySlack Bot Building Practical Guide — Python Bolt SDK, Event Handling, Slash Commands
A comprehensive guide to building Slack Bots with Python Bolt SDK, covering app setup, event handling, slash commands, modals, Block Kit, and deployment with practical code.
2026-03-09 · 23 min read #chatbot#slack-bot#python#bolt-sdk#automationFrom Shell Basics to Advanced Operations: A Practical Shell Guide for Engineers
From Bash/Zsh basic syntax to pipelines, process substitution, signal handling, and performance optimization -- this guide covers essential Shell techniques that every working engineer must know, with practical code exam
2026-03-07 · 12 min read #linux#shell#bash#zsh#scriptingComplete Guide to Slack Bot Development — Building an AI Task Automation Bot with Bolt SDK
A guide to bot development using the Slack Bolt SDK. Covers app setup, slash commands, modal/Block Kit UI, event handling, LLM integration, and Socket Mode deployment with code examples.
2026-03-03 · 8 min read #chatbot#slack#bolt-sdk#python#automationGitHub 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-runnerTelegram Bot + Webhook Practical Guide: From Building a Bot with Python to Kubernetes Deployment
A complete guide to chatbot development using Telegram Bot API and Webhooks. Build a bot with python-telegram-bot and FastAPI, compare Polling vs Webhook, implement inline keyboards and command handlers, and deploy to Ku
2026-03-02 · 7 min read #telegram#bot#webhook#python#chatbotComplete Analysis of OpenClaw: Architecture, Security, and Future of the Fastest-Growing Open-Source AI Agent in GitHub History
A deep technical analysis of the open-source autonomous AI Agent that evolved from Clawdbot to OpenClaw — covering its Gateway architecture, Skills ecosystem, multi-channel integration, security issues, and the OpenAI ac
2026-03-01 · 25 min read #openclaw#ai-agent#llm#open-source#automationThe Complete Guide to Terraform & Ansible Commands: Everything About IaC and Configuration Management
From Terraform's init through apply, state management, modules, and workspaces, to Ansible's ad-hoc commands, playbooks, roles, Vault, and Galaxy — a systematic write-up of every command in Terraform and Ansible, the two
2026-03-01 · 46 min read #terraform#ansible#iac#configuration-management#devops