HTTP request Engram for bobrapet — configurable HTTP client with pagination, auth, retries, and response parsing.

OpenAI chat Engram for bobrapet — GPT chat completions with structured output, tool dispatch, and streaming.

Cron-based Impulse for bobrapet — triggers StoryRuns on configurable schedules with concurrency policies.

GitHub webhook Impulse for bobrapet — triggers StoryRuns on push, PR, issue, and other GitHub events.

LiveKit webhook Impulse for bobrapet — triggers StoryRuns on room and participant lifecycle events.

Community health files, issue templates, workflows, and organization profile for the BubuStack GitHub organization.

Kubernetes event Impulse for bobrapet — triggers StoryRuns on pod crashes, deployments, and resource changes.

Per-session conversation memory Engram for bobrapet — bounded history with TTL eviction, dedup, and context packet emission.

Helm charts for BubuStack — bobrapet operator and bobravoz-grpc transport hub. Auto-synced from source repos on release.

Map-reduce adapter Engram for bobrapet — dynamic fan-out with child StoryRuns and result aggregation.

Runnable BubuStack example workflows and walkthroughs, from simple batch Stories to full realtime LiveKit voice pipelines.

MCP adapter Engram for bobrapet — connects to Model Context Protocol servers via streamable HTTP or stdio.

Canonical protobuf transport contracts and gRPC wire-format library for the BubuStack ecosystem.

Shared contracts, templating engine, and runtime primitives for BubuStack. Used by bobrapet, bobravoz-grpc, and bubu-sdk-go to keep shared behavior identical across the platform.

JSON filter Engram for bobrapet — filters and transforms JSON payloads with JSONPath selection.

Turn detector Engram for bobrapet — buffers PCM audio, runs WebRTC VAD, and emits speech turn payloads.

OpenAI speech-to-text Engram for bobrapet — real-time transcription with Whisper and GPT-4o audio models.

Official website and documentation for BubuStack, an open-source Kubernetes-native platform for declarative, composable AI and automation workflows.

OpenAI text-to-speech Engram for bobrapet — audio chunk streaming with configurable voices and formats.

Silero VAD Engram for bobrapet — ONNX-based voice activity detection for streaming audio pipelines.