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Oraclous/Roadmap

Whereweare.

Wherewe'regoing.

Not promises — production code with 58+ test suites. Every item below maps to a specific layer of the Oraclous platform: Knowledge Graph, Agent Framework, or FTOps Automation Suite.

Shipped = in the repo today. In Progress = open PR. Committed = architecture docs written.

0/ 26 shipped
38%
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Items Shipped
0
In Progress
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Committed
26 items
Shipped
Multi-tenant knowledge graph on Neo4jL1
ShippedLayer 1 · Knowledge Graph
LLM-driven entity extraction with 5 retrieval strategiesL1
ShippedLayer 1 · Knowledge Graph
ReBAC access control with service accounts and key rotationL1
ShippedLayer 1 · Knowledge Graph
Zero-copy versioning + cross-graph federationL1
ShippedLayer 1 · Knowledge Graph
Document, database, code, and multimodal ingestionL1
ShippedLayer 1 · Knowledge Graph
15+ MCP toolsL2
ShippedLayer 2 · Agent Framework
Agent memory with decay modelingL2
ShippedLayer 2 · Agent Framework
RAGAS evaluation frameworkL2
ShippedLayer 2 · Agent Framework
Credential broker serviceL1
ShippedLayer 1 · Knowledge Graph
88 issues shipped, 58+ test suites
Shipped
In Progress
True bitemporal tracking (event_time / ingestion_time)L1
In ProgressLayer 1 · Knowledge Graph
Hierarchical community summaries (Leiden algorithm)L1
In ProgressLayer 1 · Knowledge Graph
Semantic federation with SAME_AS deduplicationL1
In ProgressLayer 1 · Knowledge Graph
Code data-flow analysisL1
In ProgressLayer 1 · Knowledge Graph
Visual Flow Studio MVPL2
In ProgressLayer 2 · Agent Framework
Layer 2 exposed as standalone productL2
In ProgressLayer 2 · Agent Framework
Published benchmarks
In Progress
Committed
All eight analysis family agentsL3
CommittedLayer 3 · FTOps Suite
All eight research agentsL3
CommittedLayer 3 · FTOps Suite
Dataset curation agentsL3
CommittedLayer 3 · FTOps Suite
Strategy agentsL3
CommittedLayer 3 · FTOps Suite
Training agents (SFT, LoRA, QLoRA, DPO, ORPO)L3
CommittedLayer 3 · FTOps Suite
Evaluation and deployment agentsL3
CommittedLayer 3 · FTOps Suite
Monitor agents with drift detectionL3
CommittedLayer 3 · FTOps Suite
HITL approval UIs at every stageL3
CommittedLayer 3 · FTOps Suite
Periodic retrain schedulingL3
CommittedLayer 3 · FTOps Suite
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