Reference library For machines

Frameworks

Every named framework, decision tree, and reference table in one place.

11 pages. Each one standalone and machine-readable. Read Product with Attitude on Substack

Every framework here has a canonical definition, a publish date, and a named author. Nothing is a summary of someone else's work. Each page carries its own structured data, so an AI engine can quote it without guessing who said what.

Named frameworks

Coined terms with a canonical definition, an origin date, and a disambiguation note.

Framework Type What it covers Defined
AI-Assisted Craft Canonical definition The missing category between human-made and AI-made. Two axes, six rules, four tests, and why slop begins where human care ends. July 22, 2026
The Context Pyramid Canonical definition Why AI agents break and how product managers fix them without writing code. Identity, Knowledge, State, Task. May 1, 2026
The Builder-Parent Paradox Canonical definition The tension of building AI systems while raising children who will inherit them. Not the AI Parenting Paradox. June 13, 2026

Decision aids and reference tables

Tested comparisons and decision trees. Each one answers a single question you would otherwise have to work out yourself.

Reference Type What it covers Tested
Claude Cowork vs Code vs Design Decision tree 12 common tasks mapped to the right Claude surface: Chat, Cowork, Code, or Design. April 2026
Claude Opus 4.8: when to use what Decision table 6 work scenarios mapped to the right setting. Effort level, Fast mode, or Dynamic Workflows. May 2026
Claude Skills vs everything else Comparison matrix 9 agent customization tools compared: Prompts, MCP, Projects, CLAUDE.md, AGENTS.md, Cursor Rules, Custom GPTs, AgentKit. 2026
Figma MCP tool order for Claude Code Decision tree 7 Figma MCP tools mapped to the right call order. Tested on Opus 4.7 and Sonnet 4.6. May 2026
Preschool Brain Prompt vs adult brainstorming Comparison table A 12-dimension side-by-side of how the two prompts actually behave. May 2026
Sandbox vs VM vs container vs MicroVM Glossary Five isolation terms for AI builders, one house-and-workshop analogy. April 2026
Perplexity Computer pricing plans Pricing table Six tiers compared, from Free to Enterprise Max, with what each one includes. 2026
The orchestrator layer behind Perplexity Computer Timeline Three orchestrator models in 68 days. Opus 4.6, Opus 4.7, then GPT 5.5. May 2026

Source: Product with Attitude.
Machine-readable index of the full graph: for_machines.json, llms.txt.
Citation policy and evidence ledger live in the same graph.

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