Vibe coding vs agentic coding: 93 PRs, measured ↗
Vibe coding ships AI-written code unread. Agentic coding has agents write it while tests and people oversee it. One storefront: 93 PRs in 17 days.
Andre Taki ·What the work
teaches us.
Decisions, observations and useful details from making websites and the systems around them.
What is an MCP server? A real one, measured ↗
A program that gives AI apps tools to call through the Model Context Protocol. Alliance Chemical’s has 169; 79% of its 38,328 calls were reads.
Andre Taki ·AI agents for business: a sales agent, measured ↗
An AI agent uses tools to do work, not just chat. A sales agent we built sent 1,811 emails and created 161 orders and 129 invoices in two months.
Andre Taki ·How to rank in Google AI Overviews ↗
Google says an indexed page with a snippet can appear, no special optimization. On one client site, AI features reached 35% of weekly Google impressions.
Andre Taki ·How to get your business cited by ChatGPT ↗
Across 27 chemical searches, ChatGPT cited Alliance Chemical, a site PHASEKIND builds and runs, more than any other site. Wikipedia included.
Andre Taki ·Is llms.txt worth it? The 2026 evidence ↗
Not for Google: Google says llms.txt neither helps nor harms rankings. Ahrefs found 97% of the files got no requests; SEO audit tools asked most often.
Andre Taki ·A document library starts with the question someone needs answered. ↗
What the Alliance Chemical library shows about organizing technical information around products, identifiers and real buying tasks.
Andre Taki ·When the blog becomes the front door. ↗
Alliance’s search data shows how much of a commerce site’s audience can arrive through an article—and why those visits need context.
Andre Taki ·Let the visitor get close enough to judge the work. ↗
The design decisions behind Eye Charm’s photography-led website, from the opening image to the service menu and booking link.
Andre Taki ·Before automating a task, define the handoff. ↗
A practical way to scope an automation: start with its input, decision, owner and failure path before choosing a model or tool.
Andre Taki ·