https://phalkmin.me/en/blog/ Production AI systems, RAG, n8n automation, and WordPress engineering — field notes from a solutions architect. en-us Tue, 28 Jul 2026 00:00:00 GMT https://phalkmin.me/en/blog/claude-code-tips-to-ignore/ https://phalkmin.me/en/blog/claude-code-tips-to-ignore/ Claude Code tips are multiplying faster than reasons to use them. Which ones are obsolete, which never applied to you, and the five habits that survive. Tue, 28 Jul 2026 00:00:00 GMT AI Strategy claude code developer workflow https://phalkmin.me/en/blog/wp2shell-wordpress-rce/ https://phalkmin.me/en/blog/wp2shell-wordpress-rce/ wp2shell is a pre-auth WordPress core RCE hitting every unpatched 6.9 and 7.0 site, no plugins required. How to patch it and check for planted backdoors. Tue, 28 Jul 2026 00:00:00 GMT WordPress WordPress Security https://phalkmin.me/en/blog/claude-code-ab-testing/ https://phalkmin.me/en/blog/claude-code-ab-testing/ Claude Code A/B testing lets you simulate a test before spending real traffic. A practical workflow with real prompts, guardrail metrics and honest reports. Fri, 24 Jul 2026 00:00:00 GMT Claude & AI Tools Claude Code A/B Testing https://phalkmin.me/en/blog/claude-code-settings-2026/ https://phalkmin.me/en/blog/claude-code-settings-2026/ Claude Code settings worth changing in 2026: effort level, permissions, hooks, and MCP hygiene. Verified against official docs, viral myths included. Fri, 24 Jul 2026 00:00:00 GMT AI Strategy claude code developer tooling https://phalkmin.me/en/blog/claude-code-workflow-tips/ https://phalkmin.me/en/blog/claude-code-workflow-tips/ Claude Code workflow tips from 18 months of daily production use: CLAUDE.md, Plan mode, context management, and the habits that survived real client work. Fri, 24 Jul 2026 00:00:00 GMT Claude & AI Tools Claude Code https://phalkmin.me/en/blog/claude-code-infographics/ https://phalkmin.me/en/blog/claude-code-infographics/ Claude Code infographics come out as HTML and CSS, so you can edit and publish them. The prompt structure that makes it work, from real production pipelines. Sun, 19 Jul 2026 00:00:00 GMT Automation & AI Agents claude code content automation https://phalkmin.me/en/blog/claude-code-vscode-extension/ https://phalkmin.me/en/blog/claude-code-vscode-extension/ The Claude Code VS Code extension runs the same agent through a graphical panel. Who should use it instead of the CLI, and how to use it well. Sat, 18 Jul 2026 00:00:00 GMT AI Strategy claude code developer tools https://phalkmin.me/en/blog/vibe-coding-technical-debt/ https://phalkmin.me/en/blog/vibe-coding-technical-debt/ Vibe coding technical debt compounds faster than the classic kind because nobody understands the code. What the 2026 data shows and how to stop it. Thu, 16 Jul 2026 00:00:00 GMT Automation & AI Agents vibe coding technical debt https://phalkmin.me/en/blog/claude-code-automated-testing/ https://phalkmin.me/en/blog/claude-code-automated-testing/ Claude Code automated testing with hooks and scoped permissions makes the agent verify its own work. Setup, configs, and what it changes on real projects. Fri, 10 Jul 2026 00:00:00 GMT Automation & AI Agents claude code testing https://phalkmin.me/en/blog/rag-cost-production/ https://phalkmin.me/en/blog/rag-cost-production/ What does a RAG system cost in production? Real numbers from a Canadian ecommerce build: infra, API usage, hidden costs, and where the money actually goes. Fri, 10 Jul 2026 00:00:00 GMT AI Consulting rag ai-consulting rag-systems-consultant ecommerce production-ai https://phalkmin.me/en/blog/refactoring-with-claude-code/ https://phalkmin.me/en/blog/refactoring-with-claude-code/ Refactoring with Claude Code: the signs your AI-assisted codebase needs cleanup, and the plan mode plus worktree workflow that makes it safe. Fri, 10 Jul 2026 00:00:00 GMT Automation & AI Agents claude code refactoring https://phalkmin.me/en/blog/n8n-consulting/ https://phalkmin.me/en/blog/n8n-consulting/ When does n8n need a consultant and when should you learn it yourself? The honest line between the two, with examples from real builds. Sat, 04 Jul 2026 00:00:00 GMT Automation n8n n8n-automation-consulting automation workflow ai-consulting https://phalkmin.me/en/blog/how-to-hire-an-ai-consultant/ https://phalkmin.me/en/blog/how-to-hire-an-ai-consultant/ How to hire an AI consultant in 2026: what to ask, how to read the demo, the contract clauses that matter, and the red flags most companies miss. Tue, 23 Jun 2026 00:00:00 GMT AI Consulting ai-consulting hiring rag wordpress-ai-integration fractional-cto https://phalkmin.me/en/blog/when-a-senior-dev-isnt-enough/ https://phalkmin.me/en/blog/when-a-senior-dev-isnt-enough/ When a senior dev isn't enough for an AI project: the decisions only a fractional CTO can make, what the role actually does, and when to skip it entirely. Sat, 20 Jun 2026 00:00:00 GMT AI in Production fractional-cto-ai fractional-cto ai-consulting engineering-leadership startup https://phalkmin.me/en/blog/categories-of-wordpress-ai-integration/ https://phalkmin.me/en/blog/categories-of-wordpress-ai-integration/ The five categories of WordPress AI integration in production: what works, what fails, and which one most teams are about to learn the hard way. Thu, 18 Jun 2026 00:00:00 GMT WordPress wordpress-ai-integration wordpress ai-consulting woocommerce wp-autoinsight https://phalkmin.me/en/blog/parseless-cli-token-savings/ https://phalkmin.me/en/blog/parseless-cli-token-savings/ Piping a WordPress page into Claude Code, Codex or Gemini CLI burns 95%+ of tokens on theme markup. ParseLess strips it and returns clean Markdown. Thu, 04 Jun 2026 00:00:00 GMT ParseLess Claude Code Open Source https://phalkmin.me/en/blog/parseless-server-costs/ https://phalkmin.me/en/blog/parseless-server-costs/ AI crawlers hammer WordPress sites and inflate hosting costs. ParseLess serves them Markdown instead of HTML — same indexing, fraction of the load. Thu, 04 Jun 2026 00:00:00 GMT ParseLess Open Source Performance https://phalkmin.me/en/blog/prompts-are-not-the-problem/ https://phalkmin.me/en/blog/prompts-are-not-the-problem/ Why rewriting the prompt rarely fixes a stuck AI system, and the five things in the architecture that actually decide whether it works. Wed, 03 Jun 2026 00:00:00 GMT AI in Production ai-architecture-consulting ai-consulting production-ai system-design rag https://phalkmin.me/en/blog/claude-code-skills-when-prompt-becomes-command/ https://phalkmin.me/en/blog/claude-code-skills-when-prompt-becomes-command/ Claude Code Skills turn repeated prompts into reusable slash commands. Here's how to decide which prompts are worth promoting and which aren't. Tue, 26 May 2026 00:00:00 GMT Claude & AI Tools Claude Code https://phalkmin.me/en/blog/pacref-claude-code-prompts/ https://phalkmin.me/en/blog/pacref-claude-code-prompts/ PACREF is a six-part prompt framework: Persona, Action, Context, References, Structure, Format. Here's how it changes when you apply it to Claude Code. Mon, 18 May 2026 00:00:00 GMT Claude & AI Tools Claude Code https://phalkmin.me/en/blog/claude-winning-paying-developer-market/ https://phalkmin.me/en/blog/claude-winning-paying-developer-market/ Five Claude Code workflows for WordPress developers, from plugin scaffolding to WooCommerce debugging, with real prompts I run in production every week. Tue, 12 May 2026 00:00:00 GMT Claude & AI Tools Claude Code https://phalkmin.me/en/blog/claude-code-wordpress-workflows/ https://phalkmin.me/en/blog/claude-code-wordpress-workflows/ Four Claude Code workflows for WordPress developers, from plugin scaffolding to WooCommerce debugging, with real prompts I run in production every week. Tue, 05 May 2026 00:00:00 GMT Claude & AI Tools Claude Code WordPress https://phalkmin.me/en/blog/claude-projects-consultants/ https://phalkmin.me/en/blog/claude-projects-consultants/ A working consultant's guide to Claude Projects — how to set up one per client, what files to include, and why the 'mega-project' approach kills the feature's value. Tue, 28 Apr 2026 00:00:00 GMT Claude & AI Tools Consulting https://phalkmin.me/en/blog/claude-voice-calibration/ https://phalkmin.me/en/blog/claude-voice-calibration/ A practical method for calibrating Claude to your brand voice — tested in production, built around project files, a banned words list, and real examples. Mon, 27 Apr 2026 00:00:00 GMT Claude & AI Tools Tutorial https://phalkmin.me/en/blog/claude-honest-guide/ https://phalkmin.me/en/blog/claude-honest-guide/ An honest look at Anthropic's Claude from someone who ships production AI systems. What it does well, where it fails, and when it's worth switching. Tue, 21 Apr 2026 00:00:00 GMT Claude & AI Tools Tutorial https://phalkmin.me/en/blog/n8n-vs-openclaw-vs-claude-agents/ https://phalkmin.me/en/blog/n8n-vs-openclaw-vs-claude-agents/ When to reach for n8n, a Claude agent, or OpenClaw, sorted by volume, predictability, and how much damage it can do. Written from running all three. Mon, 20 Apr 2026 00:00:00 GMT Automation & AI Agents n8n https://phalkmin.me/en/blog/wp-autoinsight-4-0-wordpress-ai-plugin/ https://phalkmin.me/en/blog/wp-autoinsight-4-0-wordpress-ai-plugin/ WP-AutoInsight 4.0 rebuilds the WordPress AI content plugin from the interface up — status dashboard, real permissions, WordPress 7.0 Connectors support. Thu, 16 Apr 2026 00:00:00 GMT WP-AutoInsight WordPress Open Source https://phalkmin.me/en/blog/claude-code-setup-macos/ https://phalkmin.me/en/blog/claude-code-setup-macos/ A Claude Code setup for macOS that holds up: oh-my-zsh config, a statusline showing live cost, model, and rate limits, and the settings worth changing. Fri, 10 Apr 2026 00:00:00 GMT Claude & AI Tools Claude Code Tutorial https://phalkmin.me/en/blog/ai-website-builder-vs-developer-2026/ https://phalkmin.me/en/blog/ai-website-builder-vs-developer-2026/ When an AI builder is enough and when it isn't. Where they fall apart on WooCommerce, SEO, and custom work, from someone who builds both sides. Thu, 02 Apr 2026 00:00:00 GMT WordPress WordPress SEO https://phalkmin.me/en/blog/woocommerce-subscription-webhook-failures/ https://phalkmin.me/en/blog/woocommerce-subscription-webhook-failures/ Renewals that fail silently, duplicate charges, mystery 500s. The real reason WooCommerce subscription webhooks break, and how to actually fix it. Tue, 31 Mar 2026 00:00:00 GMT WordPress WooCommerce https://phalkmin.me/en/blog/wp-autoinsight-36-built-for-whats-next/ https://phalkmin.me/en/blog/wp-autoinsight-36-built-for-whats-next/ WP-AutoInsight 3.6 adds bulk generation and early WordPress 7.0 integration, making large-scale content workflows faster while preparing the plugin for what comes next. Sat, 28 Mar 2026 00:00:00 GMT WP-AutoInsight WordPress Open Source https://phalkmin.me/en/blog/wp-autoinsight-37-always-running-always-accountable/ https://phalkmin.me/en/blog/wp-autoinsight-37-always-running-always-accountable/ WP-AutoInsight 3.7 adds background generation, a live job log, and clearer error reporting so content automation in WordPress feels reliable instead of opaque. Sat, 28 Mar 2026 00:00:00 GMT WP-AutoInsight WordPress Open Source https://phalkmin.me/en/blog/what-wordpress-agencies-get-wrong-about-ai/ https://phalkmin.me/en/blog/what-wordpress-agencies-get-wrong-about-ai/ Most WordPress agencies bolt AI plugins onto existing sites and call it integration. Here's what actual WordPress AI integration looks like — and why it's a different job. Thu, 26 Mar 2026 00:00:00 GMT WordPress WordPress WooCommerce Consulting https://phalkmin.me/en/blog/n8n-seo-pipeline-gsc-wordpress/ https://phalkmin.me/en/blog/n8n-seo-pipeline-gsc-wordpress/ Full architecture of an n8n SEO pipeline: GSC data pulls, competitor gap analysis, scoring, human review gates, and AI-written drafts landing in WordPress. Wed, 25 Mar 2026 00:00:00 GMT Automation & AI Agents n8n SEO WordPress https://phalkmin.me/en/blog/rag-chatbot-woocommerce-n8n/ https://phalkmin.me/en/blog/rag-chatbot-woocommerce-n8n/ A real architecture breakdown of an n8n RAG chatbot for a regulated WooCommerce store: Pinecone integration, GPT-4o orchestration, what broke, and what worked. Wed, 25 Mar 2026 00:00:00 GMT AI in Production RAG WooCommerce n8n https://phalkmin.me/en/blog/wp-autoinsight-35-your-content-strategy/ https://phalkmin.me/en/blog/wp-autoinsight-35-your-content-strategy/ WP-AutoInsight 3.5 adds keyword groups, custom prompt templates, and RankMath support so your WordPress AI workflow can follow an actual content strategy instead of one generic prompt. Fri, 20 Mar 2026 00:00:00 GMT WP-AutoInsight WordPress Open Source https://phalkmin.me/en/blog/wp-autoinsight-34-no-black-boxes/ https://phalkmin.me/en/blog/wp-autoinsight-34-no-black-boxes/ WP-AutoInsight 3.4 adds inline API key validation, per-model cost estimates, and live scheduler status — so your WordPress AI plugin never leaves you guessing. Sat, 14 Mar 2026 00:00:00 GMT WP-AutoInsight WordPress Open Source https://phalkmin.me/en/blog/when-your-ai-agent-has-the-keys-to-everything/ https://phalkmin.me/en/blog/when-your-ai-agent-has-the-keys-to-everything/ Giving an AI agent write access to your production stack is a one-way door — here's what happens when it goes wrong and the minimum safeguards required. Tue, 10 Mar 2026 00:00:00 GMT AI in Production Security https://phalkmin.me/en/blog/claude-for-wordpress-development/ https://phalkmin.me/en/blog/claude-for-wordpress-development/ How to use Claude Code for WordPress development: Gutenberg scaffolding, plugin architecture, FSE patterns, and what to review before you ship. Sat, 07 Mar 2026 00:00:00 GMT Claude & AI Tools Claude Code WordPress Tutorial https://phalkmin.me/en/blog/wp-autoinsight-33-how-and-why/ https://phalkmin.me/en/blog/wp-autoinsight-33-how-and-why/ WP-AutoInsight 3.3 adds Perplexity AI with web-grounded, cited content generation — free, on your infrastructure, with your API keys. No SaaS required. Fri, 06 Mar 2026 00:00:00 GMT WP-AutoInsight WordPress Open Source https://phalkmin.me/en/blog/using-ai-to-extend-wordpress-plugins/ https://phalkmin.me/en/blog/using-ai-to-extend-wordpress-plugins/ A WordPress developer's real workflow for using AI to extend and refactor plugins, including lessons from building WP-AutoInsight with three AI providers. Thu, 05 Mar 2026 00:00:00 GMT WordPress WordPress Open Source https://phalkmin.me/en/blog/automated-n8n/ https://phalkmin.me/en/blog/automated-n8n/ A practical case study on automating weekly Google Analytics reports for an e-commerce client using n8n and AI. Sun, 01 Mar 2026 00:00:00 GMT Automation & AI Agents n8n https://phalkmin.me/en/blog/vibe-coding-showcase/ https://phalkmin.me/en/blog/vibe-coding-showcase/ What happens when you describe what you want and let AI handle the rest. I built a working portfolio showcase in under 15 minutes. Wed, 18 Feb 2026 00:00:00 GMT Claude & AI Tools Web Development https://phalkmin.me/en/blog/seo-2026-semantic-search/ https://phalkmin.me/en/blog/seo-2026-semantic-search/ A strategic overview of how Google's Knowledge Graph and Gemini-powered search have fundamentally changed the rules of the game for 2026. Sat, 14 Feb 2026 00:00:00 GMT SEO & AEO SEO https://phalkmin.me/en/blog/content-repurposing-at-scale-2026/ https://phalkmin.me/en/blog/content-repurposing-at-scale-2026/ Why creating fresh content from scratch is a failure of strategy. Learn how to turn one piece into a multi-channel publishing engine. Thu, 12 Feb 2026 00:00:00 GMT Automation & AI Agents Content Strategy https://phalkmin.me/en/blog/keyword-research-2026/ https://phalkmin.me/en/blog/keyword-research-2026/ How to find the phrases that drive revenue in 2026. Why we've moved from 'Keywords' to 'Intent Clusters'. Tue, 10 Feb 2026 00:00:00 GMT SEO & AEO SEO https://phalkmin.me/en/blog/why-ai-demos-fail-in-production/ https://phalkmin.me/en/blog/why-ai-demos-fail-in-production/ What separates a working demo from a broken production system — rate limits, real data, missing guardrails, and the edge cases nobody tested. Tue, 10 Feb 2026 00:00:00 GMT AI in Production RAG https://phalkmin.me/en/blog/local-seo-2026/ https://phalkmin.me/en/blog/local-seo-2026/ Cutting through the noise to dominate local search. Why recency and 'hyperlocal' content are your biggest assets. Sun, 08 Feb 2026 00:00:00 GMT SEO & AEO SEO https://phalkmin.me/en/blog/seo-writing-2026/ https://phalkmin.me/en/blog/seo-writing-2026/ How to write like an expert while making Google (and Gemini) happy. The end of keyword stuffing and the rise of information gain. Thu, 05 Feb 2026 00:00:00 GMT SEO & AEO SEO Content Strategy https://phalkmin.me/en/blog/wordpress-speed-guide/ https://phalkmin.me/en/blog/wordpress-speed-guide/ Why 'fast' isn't enough anymore. A technical deep-dive into INP, server-side rendering, and the 2026 performance stack. Sun, 01 Feb 2026 00:00:00 GMT WordPress WordPress Performance https://phalkmin.me/en/blog/wordpress-maintenance-strategy-2026/ https://phalkmin.me/en/blog/wordpress-maintenance-strategy-2026/ Why 'Set and Forget' is a recipe for disaster. A professional framework for keeping your digital assets secure and high-performing. Wed, 28 Jan 2026 00:00:00 GMT WordPress WordPress Security