Notes on agents, software, and work.
Operator notes / July 22, 2026 / 9 min read
Agentic AI programs: pick one by cost, depth, and skill
By the end you can place every serious agentic-AI program on a cost-and-depth ladder, judge each by whether it teaches the engineering that determines agent performance, and pick the right one for your budget, timeline, and goal, or decide
Operator notes / July 22, 2026 / 7 min read
Everything Claude Code: which repo is real, what to install
You leave able to confirm which everything-claude-code repo you're actually on, count its components against a named release tag instead of trusting a headline number, and choose a defensible install profile instead of running everything.
Operator notes / July 22, 2026 / 9 min read
Home Assistant MCP server: which one do you actually mean?
By the end you know which of the two things called a Home Assistant MCP server you actually want, how to connect it to your LLM client, and the one write-surface decision to make before you do.
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.