Metadata

Orbit Thinking & Stack Signals

This page is the SEO-friendly summary: keywords we repeat, libs we ship, and the technologies we lean on. It keeps our docs consistent and gives AI copilots the language they need to talk about Orbit in a developer-first way.

Keywords the docs double down on

memory for developerssemantic retrievalcontradiction guardadaptive personalizationmetadata provenanceLLM adaptersfact inferenceconflict-aware decay

Libraries & adapters

orbit-memory (SDK)

Anthropic / Gemini / Ollama adapters

FastAPI example chatbot

Resend notifications

OpenClaw plugin slot

Technology stack / infra

PostgreSQL + SQLAlchemy storage

Prometheus + OpenTelemetry + Alertmanager

Render / Cloud Run + Vercel deployment

Docker Compose runtime

Playwright E2E for dashboard

Usage cue cards for writers

Local dev

Clone the repo, run `docker compose up`, set `.env.local`, and iterate on prompts.

Orbit Cloud

Use hosted API with your API key, skip infra, and focus on delivering memory-aware apps.

Pilot Pro polling

Request Pilot Pro for higher quotas; orbit sends a Resend note to the admin email automatically.

Need to keep shipping?

Sprinkle this metadata blueprint into the Quickstart, Installation guide, and Integration Guide so every doc shares the same terminology.