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Revision History

Last updated: 2026-03-24

Current Backlog​

Control Plane​

IDTypeTitlePriorityStatus
auraison-djiepicBackend wiring — wire Postgres, Redis, and connect all agents to API routesP1open
auraison-dji.1featureWire Postgres job store — replace in-memory _jobs dictP1open
auraison-dji.2featureWire Redis for async job dispatch queueP1open
auraison-dji.3featureConnect NotebookAgent to POST /api/v1/jobsP1open
auraison-dji.4featureAdd job status polling endpoint + NotebookAgent session resumeP1open
auraison-dji.5featureeaia copyback webhook endpoint POST /api/v1/jobs/{id}/copybackP1open
auraison-dji.6featureConnect ClusterAgent to GET /api/v1/clustersP1open
auraison-dji.7featureConnect WandBAgent to GET /api/v1/experimentsP1open
auraison-dji.8featureConnect LakehouseAgent to GET /api/v1/lakehouseP1open
auraison-4d5taskAudit and fix all agent definitions (.claude/agents/ + Python wrappers)P1open
auraison-ecotaskUpdate design doc: control plane ↔ user plane communication architectureP1open
auraison-wh0featureMAC eval framework: information-theoretic LLM evaluation methodologyP1open
auraison-ncqepicMulti-agent information theoryP2open
auraison-ncq.1taskMIMO symbolic communicationP2open
auraison-ncq.2taskRate-distortion interpretation of context windows and RAGP2open
auraison-ncq.3taskPython MIMO hallucination simulatorP2open
auraison-ncq.4taskSoft symbols and semantic distortion in embedding spaceP2open
auraison-ncq.5taskTurbo codes, belief propagation, and chain-of-thought as LDPC parity checksP2open
auraison-ncq.6taskTransformers as soft-symbol encoders in the MIMO frameworkP2open
auraison-rcdfeatureSoftware architect agent with Compass component syncP2open
auraison-fgbfeatureIntroduce Cognetivy as agent workflow state management layerP2open
auraison-492featureUnify notebook-lifecycle skill + Ray execution + three-repo modelP1in_progress

Data Plane​

IDTypeTitlePriorityStatus
auraison-ldztaskResearch: Agentic RAG coupled with GraphRAG for Auraison data planeP2open
auraison-1i3featurePaperpile corpus as GraphRAG knowledge base for DEAP2open
auraison-sustaskScheduled rclone sync for Paperpile papers every 8hP2open
auraison-ga8taskStudy HuggingFace auto-Parquet conversion, Data Studio, and dataset viewer optionsP2open
auraison-lzsfeatureArtifacts table + R2 public storage for Rerun recordingsP2in_progress
auraison-amcfeatureOnboard VisDrone dataset + Rerun video visualization notebookP2in_progress

User Plane / Applications​

IDTypeTitlePriorityStatus
auraison-rj7epicAR4 Physical-AI application (LeRobot + GR00T stack)P1open
auraison-azftaskAR4 URDF + Gazebo Harmonic simulation with gz_ros2_controlP1open
auraison-b7vtaskPolicy Server: model-agnostic VLA inference endpointP2open
auraison-dgdtaskMoveIt2 configuration for AR4 motion planningP2open
auraison-4b0taskEpisode logging and LeRobot dataset builderP2open
auraison-4dstaskAR4 digital twin integration with auraison data-planeP2open
auraison-dkbtaskSkill library: manipulation primitives for AR4P2open
auraison-drptaskGR00T N1 integration via Policy Server backend swapP3open
auraison-efqtaskAR4 hardware bridge: Teensy 4.1 serial interfaceP3open
auraison-3dhtaskSynthetic data pipeline via GR00T-Dreams and CosmosP4open
auraison-nqpepicAura: Claude Agent SDK orchestrator for physical AIP1open
auraison-jaotaskResearch: LeRobot project — dataset format, policies, and Auraison integrationP1open

Infrastructure​

IDTypeTitlePriorityStatus
auraison-l5hepicInfra / Ray + Docker GPU — deploy Ray cluster, job service, per-job Docker containersP1open
auraison-l5h.2taskSet up single-VM Ray cluster on Proxmox using native launcherP1in_progress
auraison-l5h.3featureRay Serve + vLLM model serving on gpu-node-3P1in_progress
auraison-l5h.4taskBuild sample training Docker image + Claude Code submitterP1open
auraison-oqkfeatureScaffold Terraform IaC for Cloudflare + move K8s manifestsP1in_progress
auraison-rksepicCompass component management for AuraisonP2open
auraison-0r7taskTransfer Compass component ownership to PantelisP1in_progress
auraison-ehvtaskDefine Compass components from four-plane architectureP2open
auraison-0t9taskMap AURA Jira issues to Compass componentsP2open
auraison-afbtaskLink GitHub repositories to Compass componentsP2open
auraison-zgvtaskCreate Claude Code Jira service account and add to dev teamP3open
auraison-9kktaskCurate Ray/KubeRay reference material from devops docsP2open

Frontend​

IDTypeTitlePriorityStatus
auraison-3hyepicFrontend — build out jobs, clusters, experiments UI pagesP2open
auraison-3hy.1featureJobs page — list jobs and submit formP2open
auraison-3hy.2featureClusters page — display KubeRay healthP2open
auraison-3hy.3featureExperiments page — W&B run browserP2open
auraison-3hy.4featureLive job status updates — polling or WebSocketP2open
auraison-7d0taskResearch: SEQ AI-native video editor as reference UIP2open
auraison-spstaskResearch: Agent control dashboards and observability UIsP2open

Docs / Architecture​

IDTypeTitlePriorityStatus
auraison-4vqtaskReview building-generative-ai-services patterns → auraison ADRP2open
auraison-5mqtaskAuraison value proposition vs NVIDIA OSMOP1in_progress
auraison-g6gtaskAdd Applications sidebar with all platform-supported applicationsP2in_progress
auraison-1b9taskRerun + Cloudflare R2 public viewer tutorialP2in_progress
auraison-zjataskAudit notebook management skills for overlaps and conflictsP2in_progress

Research​

IDTypeTitlePriorityStatus
auraison-ylntaskResearch: Roboflow inference server architecture and business model analysisP2open
auraison-lihtaskResearch: Understand autodistill knowledge distillation pipelineP2open
auraison-p8staskResearch: Understand multimodal model fine-tuning in roboflow/maestroP2open

Releases​

Unreleased​

IDTypeTitleClosed
auraison-gcataskFix: complete VisDrone migration using mc cp with verification2026-03-14
auraison-h4xtaskData-plane: add Docker Compose dev environment with GPU and CPU lakehouse services2026-03-12
auraison-6agtaskDocs: update control-plane design.mdx — reframe eaia as application, manage_notebooks as skill2026-03-12
auraison-c5ltaskExtract DEA into aegean-ai/dea repo with graphrag submodule2026-03-11
auraison-nqctaskRestructure auraison: separate DEA application from platform2026-03-11
auraison-dz1taskScaffold ar4-physical-ai repo with ROS 2 Jazzy packages2026-03-09
auraison-8btfeatureDesign and implement project-manager agent2026-03-09
auraison-8zrtaskReorganize AURA Jira backlog2026-03-09
auraison-ejdepicData-plane: implement lakehouse package — COCO-Caption Experiment #02026-03-13
auraison-rmofeatureImplement LakehouseCatalog with experiment/run schema2026-03-12
auraison-l1cfeatureImplement sync_from_hf (HF Hub → MinIO Parquet ingestion)2026-03-12
auraison-5vafeatureImplement LakehouseQuery with typed Arrow/pandas results2026-03-12
auraison-q50featureImplement visualize() routing to Rerun or W&B by schema inspection2026-03-12
auraison-cqufeatureImplement streaming egress via HF IterableDataset and Arrow reader2026-03-12
auraison-cxvfeatureImplement Pydantic-AI agent with query/sample/quality_check tools2026-03-12
auraison-4w9taskData-plane: full unit test suite — all modules green2026-03-12
auraison-08lfeatureImplement COCO-Caption demo script (Experiment #0)2026-03-12
auraison-rpjfeatureCreate COCO-Caption demo notebook2026-03-12
auraison-1m3taskData-plane: final integration test — full suite + end-to-end demo2026-03-12
auraison-ejd.1featureEvaluate Rerun SDK for lakehouse data visualization2026-03-13
auraison-l5h.1featureConsolidate S3 datasets into landing bucket with YAML-driven migration2026-03-13
auraison-1ottaskSupport external S3/PostgreSQL endpoints for TrueNAS lab infrastructure2026-03-12
auraison-pswtaskUnify docker-compose files and clarify multi-venv strategy2026-03-12
auraison-tiztaskExport RES Jira issues to ~/notes/research/ as markdown files2026-03-12
auraison-e3ifeatureMAC experimental harness: PydanticAI + Logfire + semantic decoding2026-03-12
auraison-k3mtaskCompetitive analysis: General Robotics GRID vs Auraison2026-03-11
auraison-ncq.7taskCreate memory-abstraction-demo: semantic MIMO agent decoding simulation2026-03-11
auraison-v0ztaskResearch Zenoh middleware vs vLLM serving2026-03-10
auraison-x1wtaskReview and improve CLAUDE.md2026-03-08
auraison-dwmtaskAdd click-to-zoom for Mermaid diagrams in Docusaurus2026-03-10
auraison-30etaskSync beads and Jira project2026-03-08

v0.1.0 — 2026-03-08​

Initial release: project scaffolding, documentation site, and design docs.

IDTypeTitleClosed
auraison-ikitaskAdd revision history page + release strategy2026-03-08
auraison-rq8featureWrite Data Plane design doc2026-02-23
auraison-9yufeatureWrite AgentOps layer design doc2026-02-23
auraison-o8etaskUpdate design doc: Mermaid diagrams, multi-agent rationale, first-principles derivation2026-02-23
auraison-ragtaskScaffold lakehouse/ package and test stubs2026-02-24
auraison-wzptaskAdd Phase 1 dependencies to pyproject.toml2026-02-23
auraison-kf7taskAdd Docusaurus site for browsing design docs on localhost2026-03-08
auraison-d13taskPublish Docusaurus site to auraison-docs.aegeanai.com via Cloudflare Pages2026-03-08
auraison-b1htaskMatch Docusaurus site styling to aegean.ai brand2026-03-08
auraison-48ltaskMigrate docs.auraison.app Quarto site into auraison/docs/2026-02-23
auraison-1t7taskRename repo from aiops-control-plane to auraison-control-plane2026-02-23