Tag: #automation
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 33 posts
The Complete Guide to Code Review: Designing Review as a Process
Treats code review not as a conversation but as a system with throughput, latency and ownership. Covers documenting the approval standard, change size, the one-business-day response rule, splitting work between humans an
2026-08-15 · 20 min read #코드리뷰#개발문화#code-review#process#automationWhen Does a Code Screenshot in Your Docs Start Lying — Turning Images into Build Artifacts
A code screenshot captured by hand and pasted into a document is an artifact with no source. The code changes and the image does not, so at some point it quietly starts showing something false. Generate the image from a
2026-08-09 · 8 min read #documentation#developer-tools#cli#ci#automationBuilding an AI Blog-Writing Pipeline — Verification, Not Drafting, Is the Bottleneck
This post breaks down the process of writing a blog post with AI into seven stages, from topic collection to checking performance, and separates out exactly where the model genuinely helps and where you must never hand o
2026-08-02 · 17 min read #ai-writing#content-pipeline#fact-checking#automation#bloggingWhat We Lose by Delegating — Automation Doesn't Erode Skill Evenly
Nobody feels guilty using a calculator, but most people feel a little uneasy after sending off a document AI drafted for them. That asymmetry is the question behind this piece. It sorts out the territory where offloading
2026-08-02 · 14 min read #humanities#ai#cognition#automation#skillThe Road to 47-Day TLS Certificates — Step-by-Step Dates from the SC-081v3 Ballot Text, Let's Encrypt's 45-Day Transition, and ACME ARI
As of March 15, 2026, the maximum lifetime of publicly-trusted TLS certificates has already dropped from 398 days to 200 days, and under the schedule locked in by the CA/B Forum ballot (SC-081v3) it keeps falling — to 10
2026-07-17 · 16 min read #security#tls#certificates#webpki#automationThe Three Tribes of Automation — Zapier/Make/n8n, RPA, and 2026 Agentic Automation
When someone says "just automate this," people often reach for the wrong tool. That is because automation has three distinct tribes — workflow automation that connects APIs (Zapier/Make/n8n), RPA that operates screens li
2026-07-09 · 6 min read #automation#rpa#zapier#n8n#ai-agentsThe Complete Guide to AI Agents in 2026 — From Coding to Everyday Life: Claude Code, MCP, Work Automation, and Multi-Agent Orchestration
In 2026, AI agents are everyday tools, not demos. This guide covers what an agent actually is (LLM + tools + loop), workflows versus agents, Claude Code in depth (CLAUDE.md, Skills, Hooks, parallel subagents), when to re
2026-07-02 · 36 min read #ai-agents#claude-code#mcp#automation#multi-agentAI and the Future of Work — Replacement or Augmentation
The story of machines taking over human labor has repeated itself since before the Industrial Revolution. This essay revisits the Luddites, ATMs and bank tellers, the lump of labor fallacy, and todays artificial intellig
2026-06-21 · 35 min read #ai#future-of-work#automation#economics#societyInvesting as a System — Automation and Rule-Based Investing
How to invest by rules instead of emotion. This piece covers writing an Investment Policy Statement (IPS), automatic transfers and automatic buys, rebalancing rules, checklists, review cadence, and the traps of backtesti
2026-06-18 · 19 min read #finance#investing#automation#dca#rebalancingTrust the System, Not Yourself — The Secret to Not Making Mistakes
Human memory and willpower are far more fragile than we like to admit. What prevents mistakes is not stronger willpower but a well-designed system. This is about building structures of checklists, automation, and externa
2026-06-17 · 23 min read #system#checklist#automation#productivity#mindsetAutomating Data Cleaning with Power Query — Reports That Refresh in One Click
A step-by-step guide to automating data import and transformation with Power Query. Covers combining folders, merging and appending queries, parameters, a taste of the M language, refresh automation and its limits, plus
2026-06-15 · 9 min read #excel#productivity#power-query#etl#data-cleaningControllers Without CRDs — Patterns for Automating Existing Resources
Not every automation needs a CRD. A controller that watches built-in resources alone can automate internal operations like ConfigMap/Secret sync, namespace bootstrap, and node labeling. We cover code that implements this
2026-06-15 · 13 min read #kubernetes#controller#controller-runtime#automation#client-goLoop Engineering — Design the System That Prompts Your Agent
The era of manually prompting an agent every turn is ending. This post covers plan-act-verify-self-correct loop design, verification loops that wire tests and linters into agent feedback, how to design repo-level guide f
2026-06-12 · 16 min read #ai#loop-engineering#ai-agent#claude-code#devopsZapier vs n8n vs Make vs Activepieces vs Pipedream vs Workato vs Tines vs Power Automate 2026 — The No-Code/Low-Code Automation Deep Dive
A May 2026 comparison of Zapier, n8n, Make (Integromat), Activepieces, Pipedream, Workato, Tray.io, Tines, Huginn, IFTTT, and Microsoft Power Automate. Triggers and actions, polling vs webhooks, retry and idempotency, co
2026-05-16 · 19 min read #automation#zapier#n8n#make#activepiecesiPaaS & Workflow Automation 2026 Complete Guide - Zapier, Make, n8n, Pipedream, Workato, Tray.io, Boomi, MuleSoft, Windmill Deep Dive
A complete map of the iPaaS and workflow automation ecosystem in May 2026. Covers Zapier, Make, n8n, and Pipedream for user-friendly automation, Workato, Tray.io, Boomi, and MuleSoft for enterprise iPaaS, Windmill, Activ
2026-05-16 · 28 min read #ipaas#zapier#make#n8n#pipedreamBuilding an AI Teammate with a Slack Bot — Wiring Up Claude, Gemini, OpenClaw + Extending Tools with MCP (2026 Hands-On)
The highest-leverage surface for deploying AI isn't the IDE — it's Slack, where the whole team uses it, right where the work happens. This is a follow-along hands-on. Create a Slack app, stand up a minimal bot that respo
2026-05-14 · 16 min read #slack-bot#llm#claude#gemini#openclawThe Complete Guide to AI Development Automation — GitHub Integration, Ticket-Based Agentic Workflows, Copilot, Claude Code, Devin, Jules (2025)
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-codeThe Complete Guide to Developers and the Next Ten Years of AI: How to Survive and Thrive in the Copilot/Cursor/Claude Era (2025)
How Copilot, Cursor, Claude Code, and Devin are changing daily development work. Three scenarios (optimistic, neutral, pessimistic) for how the job changes over the ten years from 2025 to 2035. How the junior role change
2026-04-15 · 15 min read #ai-future#copilot#cursor#claude-code#agentic-codingThe Complete Guide to Flyway -- Automating Database Migrations
A comprehensive guide to automating database migrations with Flyway. Covers installation, configuration, version control, CI/CD integration, and team collaboration strategies.
2026-04-12 · 14 min read #database#flyway#migration#sql#devopsTerraform & IaC Complete Guide — Everything About Managing Infrastructure as Code
Everything about Infrastructure as Code: Terraform fundamentals, HCL syntax, state management, modules, Terragrunt, and real-world AWS examples.
2026-04-12 · 18 min read #devops#terraform#iac#infrastructure#aws