Embody Team: Retrospective
Date: February 9, 2026
This document provides a retrospective of the Embody team’s (DeFine + Dane) workstream, covering the Agent SPE Phase 2 period and post-separation efforts through February 9, 2026. Our focus is on the open-source deliverables and technical contributions made to the Livepeer ecosystem. This retrospective is scoped to the Embody-managed workstream and does not cover the full scope of the Agent SPE Phase 2 grant.
Executive Summary: What We Shipped
•Open-Source VTuber Stack: Shipped and maintained Unreal_Vtuber, a Pixel Streaming stack enabling Livepeer orchestrators to run embodied MetaHuman avatars. Tagged open-source releases from v1.0.0 (December 18, 2025) through v1.3.5 (January 28, 2026).
•Dynamic Customization: Delivered extensive avatar and environment customization, including a character customizer, morph targets, hair, clothing, and camera controls, as documented in the weekly work logs.
•Incentives Pipeline: Delivered and maintained an orchestrator incentives program, funded from Embody-managed inference credits. This work was outside the strict Phase 2 scope.
•Multi-Platform Broadcast Pipeline: Built a broadcast-capable pipeline (WebRTC source with an optional RTMP output for platforms like Twitch and YouTube). Automation of this pipeline is in active development.
•Continued Work Post-Separation: Despite a reduced budget following the separation from Agent SPE, the Embody team continued execution and completed the majority of technical and non-technical deliverables.
Timeline Highlights
•April 14, 2025: Phase 2 begins.
•August 20, 2025: Separation settlement and allocations are publicly posted.
•December 18, 2025: First tagged Unreal_Vtuber open-source release (v1.0.0).
•January 28, 2026: Unreal_Vtuber v1.3.5 is tagged.
•February 7, 2026: On-chain reconciliation packet is produced.
Promised Deliverables vs. Current Status
This section is structured by the Phase 2 proposal’s “Months 1–6” deliverables, with Embody’s current status and evidence pointers. Items Embody did not manage (funds and execution) are explicitly marked as Defer to Agent SPE.
| Deliverable | Status (Embody) | Evidence |
|---|---|---|
| Technical Excellence | Delivered a full embodied-avatar pipeline and operational Pixel Streaming stack. The “sub-100ms” latency target from the proposal is a goal; this document does not include an independent benchmark. | Unreal_Vtuber OSS stack |
| Livepeer Integration | Delivered. Orchestrators can run embodied avatars via the open-source stack, and Phase 2 weekly logs show Livepeer inference integrations and related pipeline work. | Unreal_Vtuber OSS stack, Livepeer-Autogen-Integration, plugin-livepeer-inference, NeuroSync-Core, eliza-livepeer-integration |
| Streamlined Onboarding | Delivered simplified operator onboarding for the OSS stack. The “<5 minutes” figure is a proposal target, not a universally measured setup time. | Unreal_Vtuber OSS stack |
| Comprehensive Analytics | Partially delivered. OSS/runtime telemetry exists, and production-validation analytics were set up via PostHog (not a treasury deliverable). | PostHog work is documented in internal repository files. |
| Dynamic Customization | Delivered. Dane’s Phase 2 work (Animator Handbook) documents extensive customization work. | Animator Handbook |
| Multi-Platform Deployment | Delivered a broadcast-capable pipeline (Pixel Streaming → RTMP) and ongoing operator automation for autonomous streaming. A fully autonomous, interactive VTuber is live and continuously improving, with memory and background tool-use capabilities. Note: the autonomous agent is continuously improving, and its current state represents the baseline of its capabilities. | Livi Embody — Autonomous VTuber (Twitch) |
| Protocol Partnerships | ElizaOS integration plans were paused/deprioritized; the primary execution path pivoted to Embody-managed direct integrations. | eliza-livepeer-integration |
| Startup Integration Program | Defer to Agent SPE. Embody did not manage these funds post-separation. | Separation Post |
| Usage Incentives | Defer to Agent SPE for the original proposal line item. Separately, Embody did operate and maintain an orchestrator incentives program funded from the inference credits allocated to Embody. Note: Livepeer stakeholders requiring the full unredacted financial/accounting pack may contact the Embody team. | Public Financial Audit Pack |
| Use Case Demonstrations | Delivered multiple demonstrations and continues to iterate on use cases, including a live autonomous interactive VTuber stream. | Livi Embody — Autonomous VTuber (Twitch), Livepeer Fireside Appearance, Unreal Vtuber Demo |
| Financial Sovereignty Infrastructure | In progress. Will be released this week with the public release of the OpenClaw agent repository. | Release pending. |
| Diversified Revenue Frameworks | Embody has begun operating in the agent-to-agent economy(see embody.zone). A further community update on this deliverable will follow within the week. | embody.zone |