Official Technical Resources: Meta AI (page 3)
Official Technical Resources · Meta AI: 141 entries in total; this page lists entries 31–45.
Images schemas
Full schema and model definitions referenced by the Images API endpoints.
Evidence use: For understanding, implementation, selection, reliability, security or migration decisions.
Limitations: Directly evidences only Meta's own implementation and claims. Recheck preview products, pricing and API versions before use.
Related concepts: Multimodal Models · Diffusion Models · Multimodal Models
Link last checked: 2026-09-24
Messages schemas
Full schema and model definitions referenced by the Anthropic-compatible Messages API endpoints.
Evidence use: For understanding, implementation, selection, reliability, security or migration decisions.
Limitations: Directly evidences only Meta's own implementation and claims. Recheck preview products, pricing and API versions before use.
Related concepts: Model Deployment Options · AI Agent · Tool Calling
Link last checked: 2026-09-24
Responses schemas
Full schema and model definitions referenced by the Responses API endpoints.
Evidence use: For understanding, implementation, selection, reliability, security or migration decisions.
Limitations: Directly evidences only Meta's own implementation and claims. Recheck preview products, pricing and API versions before use.
Related concepts: Model Deployment Options · AI Agent · Tool Calling
Link last checked: 2026-09-24
Transcribe in realtime
API reference for streaming transcription over a WebSocket at wss://api.meta.ai/v1/asr/realtime.
Evidence use: For understanding, implementation, selection, reliability, security or migration decisions.
Limitations: Directly evidences only Meta's own implementation and claims. Recheck preview products, pricing and API versions before use.
Related concepts: Multimodal Models · Speech Recognition and Synthesis · Multimodal Models
Link last checked: 2026-09-24
Voice schemas
Full schema and model definitions referenced by the Audio API endpoints.
Evidence use: For understanding, implementation, selection, reliability, security or migration decisions.
Limitations: Directly evidences only Meta's own implementation and claims. Recheck preview products, pricing and API versions before use.
Related concepts: Multimodal Models · Speech Recognition and Synthesis · Multimodal Models
Link last checked: 2026-09-24
Keep an image series consistent
Use reference images and Responses API conversation state to improve character, setting, and style consistency across an image series.
Evidence use: For understanding, implementation, selection, reliability, security or migration decisions.
Limitations: Directly evidences only Meta's own implementation and claims. Recheck preview products, pricing and API versions before use.
Related concepts: Multimodal Models · Multimodal Models · Diffusion Models
Link last checked: 2026-09-24
Audit and resume agent sessions
Replay any Muse Code session exactly as it ran from an append-only event log, show who authorized each action, and resume a killed run with no duplicate side effects.
Evidence use: For understanding, implementation, selection, reliability, security or migration decisions.
Limitations: Directly evidences only Meta's own implementation and claims. Recheck preview products, pricing and API versions before use.
Related concepts: AI Agent · Workflow Orchestration · Multi-agent Orchestration
Link last checked: 2026-09-24
Basic agent loop
Wire up the core perceive-decide-act agent loop on Muse Spark.
Evidence use: For understanding, implementation, selection, reliability, security or migration decisions.
Limitations: Directly evidences only Meta's own implementation and claims. Recheck preview products, pricing and API versions before use.
Related concepts: AI Agent · Workflow Orchestration · Multi-agent Orchestration
Link last checked: 2026-09-24
Browser-verified web design
Build a website with OpenCode and Muse Spark using a Playwright browser MCP, so the agent opens the page it wrote, sees the rendered result, and fixes its own visual bugs.
Evidence use: For understanding, implementation, selection, reliability, security or migration decisions.
Limitations: Directly evidences only Meta's own implementation and claims. Recheck preview products, pricing and API versions before use.
Related concepts: Large Language Model (LLM) · AI Agent
Link last checked: 2026-09-24
Building a computer-use agent with Muse Spark
Build a computer-use agent on Muse Spark that reads a screenshot, decides where to click and type, and drives a desktop environment until the task is done.
Evidence use: For understanding, implementation, selection, reliability, security or migration decisions.
Limitations: Directly evidences only Meta's own implementation and claims. Recheck preview products, pricing and API versions before use.
Related concepts: AI Agent · Tool Calling · Agent Frameworks
Link last checked: 2026-09-24
Contained execution
Run every Muse Code command in an OS sandbox that refuses to proceed unless containment is proven live.
Evidence use: For understanding, implementation, selection, reliability, security or migration decisions.
Limitations: Directly evidences only Meta's own implementation and claims. Recheck preview products, pricing and API versions before use.
Related concepts: AI Guardrails · Human-in-the-loop (HITL) · AI Agent
Link last checked: 2026-09-24
Deterministic replay in CI
Turn recorded Muse Code events into a golden fixture and replay its model-context projection as a merge-blocking CI check.
Evidence use: For understanding, implementation, selection, reliability, security or migration decisions.
Limitations: Directly evidences only Meta's own implementation and claims. Recheck preview products, pricing and API versions before use.
Related concepts: AI Agent · Workflow Orchestration · Multi-agent Orchestration
Link last checked: 2026-09-24
Error handling & retry patterns
Back off with jitter on Muse Spark calls and skip retries on client errors.
Evidence use: For understanding, implementation, selection, reliability, security or migration decisions.
Limitations: Directly evidences only Meta's own implementation and claims. Recheck preview products, pricing and API versions before use.
Related concepts: Model Deployment Options · LLM Observability and Tracing · Agent Identity, Authorization, and Secrets
Link last checked: 2026-09-24
GitHub agent
Build a Muse Spark agent that acts on GitHub issues and pull requests.
Evidence use: For understanding, implementation, selection, reliability, security or migration decisions.
Limitations: Directly evidences only Meta's own implementation and claims. Recheck preview products, pricing and API versions before use.
Related concepts: AI Agent · Tool Calling · Agent Frameworks
Link last checked: 2026-09-24
Goal tracking
Declare a goal once and a judge refuses to close the turn until every acceptance check passes.
Evidence use: For understanding, implementation, selection, reliability, security or migration decisions.
Limitations: Directly evidences only Meta's own implementation and claims. Recheck preview products, pricing and API versions before use.
Related concepts: AI Agent · Workflow Orchestration · Multi-agent Orchestration
Link last checked: 2026-09-24