Blog
Notes from the Build
Practical takes on AI, SEO, automation, and web development. No filler. Written from experience building real projects.
The June 2026 AI Roundup: Sonnet 5 Rumors, Cheaper Models, and a Search Shift You Cannot Ignore
June AI news filtered for business owners: the Sonnet 5 rumor debunked, Fable 5's launch and sudden suspension, cheaper open models, and the AI search shift that matters more than any model release.
Claude Fable 5 Is Here: How I Vet a New AI Model Before It Touches Client Work
Anthropic just shipped its most powerful public model. Here is what changed, and the parallel-test process I run before any new model goes near a paying client's work.
The AI-Augmented Local SEO Audit: Beyond Automated Checklists
Generic scanners hand you a score, not a strategy. How an AI-augmented local SEO audit finds the technical infrastructure, page speed, and bilingual local signals that actually move rank.
Programmatic SEO: Building Search-First IDX Real Estate Sites
iFrame IDX widgets hide your MLS listings from Google. Here is how a programmatic, server-rendered IDX pipeline gives every listing a crawlable URL so your domain earns the traffic, not Zillow.
The 2026 Search Reshuffle: How Google Rewrote the Rules of Visibility in One Year
AI Mode hit 1 billion users, AI Overviews cut position-1 CTR by 58%, GBP Q&A is dead, and Google says llms.txt is not a ranking lever. The five shifts that broke the SEO playbook in May 2026.
Sub-as-API: The Quiet Pricing Shift in AI Agents (May 2026)
Five agent runtimes, eleven sub plans that OAuth into agent CLIs, and the break-even math that decides which one is cheaper than the API.
Multi-Model AI Workflow for Real Estate SEO: How Brokerages Scale Quality Content
8 area dossiers shipped in 18 minutes each. Gemini + DeepSeek V4 Pro + Kimi + Claude. The exact stack and TRG case study with real GSC rankings.
MCP Went Enterprise This Week, Here's What 5 New Production Servers Tell Us
Aerospike, Team Cymru, SAS, Wrike, and apexanalytix all launched MCP servers in one week. What the enterprise adoption wave means for developers running MCP in production.
64% of Companies Shipped AI Agents Before They Were Ready, I Built a Database to Avoid That
Monte Carlo says 64% deployed untested AI agents. Only 16% see real value. Here's how multi-model orchestration with a performance database changes the equation.
The 61% CTR Drop: How Google's AI Overviews Are Rewriting SEO in 2026
Organic CTR dropped 61% for queries with AI Overviews, but brands cited in them get 35% more clicks. The new playbook for SEO and GEO.
I Run 9 MCP Servers in Production , Here's What 97 Million Downloads Don't Tell You
MCP crossed 97 million monthly downloads but only 12.9% of servers score high trust. What running 9 custom MCP servers daily actually looks like.
I Bet on Astro Before Cloudflare Did , Why It's the Right Framework for 2026
After running 6+ production Astro SSR sites for over a year, Cloudflare's acquisition validated the bet. Astro vs Next.js vs WordPress for content sites.
The MacBook M5 for AI Development: How Apple's New Silicon Actually Helps When Using AI Tools
Running local LLMs via Ollama, Docker containers, Claude Code with 9 MCP servers, and video generation. How the M5 changes AI workflows.
Building a Custom Headless CMS for Astro (Instead of Paying for One)
We built our own CMS with FastAPI, MariaDB, and a Claude-powered AI editor. No per-seat SaaS fees, full control, and it works across all our client sites.
Astro Under the Hood: How It Actually Works (and Why It's Fast)
Islands architecture, zero JS by default, and hybrid static/SSR rendering. A practical explanation of what makes Astro different and when to use it.
What Real Web Design Looks Like (And Why It Doesn't Cost $12K)
After seeing a friend scammed for $12,000 on a WordPress theme, here's what a real web design process looks like , transparent pricing, real ownership, and actual results.
Linux in 2026: Why Small Businesses Are Ditching Windows
Windows 10 is dead, Windows 11 requires new hardware, and Linux runs perfectly on the PCs you already own. Gaming included, thanks to Steam Deck.
What Claude Code Can Do for Your Business
Claude Code isn't a chatbot , it's a CLI tool that reads your codebase, runs commands, and builds real applications. Here's what that means for businesses.
n8n vs. Make vs. Zapier: I Tried All Three in 2026
All three platforms shipped major updates in January. Here's a decision framework based on what you actually need , not a feature table nobody reads.
Why Your Lynchburg Business Needs a Real Web Host
Cheap shared hosting is costing your Lynchburg business customers. Here's why a VPS with CloudPanel is faster, safer, and barely costs more.
How I Manage 7+ Websites Across 3 Servers
A real-world look at managing multiple production websites with CloudPanel, systemd, rsync, and Git , for $42/month total.
Website Security Checklist for Bedford, Amherst & Central VA
A practical security checklist for small businesses. SSL, passwords, backups, Cloudflare, and why static sites are inherently safer.
What Is Cloudflare and Why Every Virginia Business Needs It
Cloudflare makes your website faster, safer, and more reliable , and the free plan is genuinely excellent. Here's how to set it up.
How AI Can Automate Accounting and Warehouse Management
Invoice processing, PDF parsing, and fulfillment automation , real pipelines running on a NAS, not cloud subscriptions.
Home Automation with AI: Building a Smart Home That Actually Works
Most smart homes are fragile cloud-dependent messes. Here's how to build one that runs locally with Home Assistant, ESPHome, and MQTT.
Claude + Obsidian + NotebookLM: My AI Research Stack
Three tools, zero integrations. How I use files on disk to connect research, notes, and code into a compounding knowledge loop.
GEO vs. SEO: Half of What You Know About Search Is Wrong Now
AI Overviews cut clicks by 58%. Generative Engine Optimization isn't optional anymore , here's what actually changed and a concrete checklist to fix your content.
I Run 5 MCP Servers. Here's What They Actually Do.
Model Context Protocol went from obscure Anthropic spec to a $10B market in a year. I'll explain what it is, why it matters, and how I use it every day.
80% of Google Searches End Without a Click. Now What?
Zero-click search is no longer a trend piece , it's the default. If your business depends on organic traffic, here's the playbook for what to do instead.
Cursor vs. Copilot vs. Claude Code: What I Actually Use and Why
I write code alongside all three every day. They're good at different things. Here's an honest comparison from someone who doesn't have a sponsorship deal.
