Quickstart

CacheSphere is a decision catalogue for AI and software choices — languages, models, agents, companies, and benchmarks — plus Advisor, Compare, and agent-facing JSON. Start with the path that matches your question.

1. Browse the catalogue

  1. Open Catalogue.
  2. Switch layer: languages, models, agents, companies, or benchmarks.
  3. Filter by name or category, then open a record for tradeoffs and next steps.

Want a recommendation without browsing? Use Advisor and describe your task.

2. Decide with Advisor or Compare

Advisor — pressure-test a model, agent, language, or stack choice from one prompt.

  1. Open Advisor.
  2. Describe what you are building or deciding.
  3. Read the Decision Brief; copy the structured handoff if you work with agents.

Compare — languages only today: side-by-side syntax and tradeoff snippets for two languages.

  1. Open Compare.
  2. Select two languages and scroll the dimensions (variables, loops, …).

3. Open JSON or integrate an agent

  1. Read For agents for MCP tools, HTTP routes, and static JSON entrypoints.
  2. Fetch /api/agent-entrypoints.json first — it lists the recommended URLs for your deployment.
  3. For catalogue data on the same origin: /api/languages.json; registry indexes under /api/model-registry/, /api/agent-registry/, /api/company-registry/, and /api/benchmark-registry/.
  4. Human-readable pages: languages at /language?lang=<id>; models, agents, companies, and benchmarks at /entity-detail?layer=…&id=… (links from the catalogue).

More help