Notes on agents, software, and work.
Systems / July 22, 2026 / 8 min read
TikTok MCP: which one you actually want, and how to choose
In one screen, tell the reader which of the three TikTok MCP families fits their job, then give them the scope, auth, and terms differences that decide it.
Operator notes / July 22, 2026 / 7 min read
Wolfram Alpha MCP: which server to install, and the free one
In five minutes you'll know which Wolfram Alpha MCP server to install for your client and job, why the free official Cloud MCP beats the key-gated community repos for most readers, and you'll keep a decision table for the next tool you wire
Operator notes / July 22, 2026 / 9 min read
Unity MCP: which server to install, and what breaks
By the end, the reader has picked one Unity MCP server for their situation, knows what it costs and what it can drive, knows which AI clients connect, and knows the specific setup failures to expect and how to recover.
Operator notes / July 22, 2026 / 6 min read
Godot MCP: which server to run, and what it can drive
By the end, the reader can name what a Godot MCP server is, pick the right one for their AI client from a side-by-side matrix, wire it up, and know exactly where they have to stay in the loop.
Systems / July 22, 2026 / 7 min read
AI agent architectures: choose one that survives production
You will leave with a keep-able decision aid: the components an architecture needs, the four orchestration patterns mapped to the trade-offs that pick between them, a framework-by-stack call, and the three production realities the tutorials
Operator notes / July 22, 2026 / 7 min read
Agent orchestration tools: route before you rank one
In one read you will know which of the two 'agent orchestration' markets you are actually in, which of the popular rankings are self-placements you should discount, and a scored way to shortlist the tools in your branch.
Operator notes / July 21, 2026 / 9 min read
21st dev Magic MCP: reach it, install it, verify it
In a few minutes you will know what 21st.dev Magic MCP is, the three ways to reach it, what you need before you install, how to generate and compare components, and how to confirm the output actually fits your project before you ship it.
Operator notes / July 21, 2026 / 7 min read
Agentic AI learning: match your goal, not the course list
You will leave with a goal-to-path decision you can screenshot, the specifics of the two paths worth your time, and a clear-eyed picture of the three things the courses skip, not another enrollment link.
Systems / July 21, 2026 / 7 min read
claude mcp add: which scope and transport to attach at
You will leave knowing the exact command shape, where each scope writes on disk, who can see it, what it lets the model do, which Claude surface you are actually configuring, and which transport to pick first, so you stop copying a command