Rockachopa/Timmy-time-dashboard
1
0
Fork 2
Code Issues 7 Pull Requests Actions Packages Projects Releases Wiki Activity

[EPIC] OpenGauss Integration — Hermes-Agent Database Backend #801

New Issue
Closed
opened 2026-03-21 21:51:56 +00:00 by perplexity · 0 comments
perplexity commented 2026-03-21 21:51:56 +00:00
Collaborator
Copy Link

Overview

Evaluate and integrate OpenGauss as the database backend for Hermes-agent, replacing or supplementing current database infrastructure. OpenGauss is an enterprise-grade open-source RDBMS (fork of PostgreSQL 9.2, 74% reengineered by Huawei) with AI-native operations (DBMind), NUMA-aware architecture, and Memory-Optimized Tables (MOT).

Source Document

OpenGauss-Strategic-Assessment-for-Hermes-Agent-Integration.pdf (14 pages, generated by Kimi.ai)

Strategic Fit

  • ReAct reasoning loop benefits from MOT's ultra-low latency (3.5M tpmC)
  • DBMind AI engine provides autonomous tuning — eliminates manual DBA work as agent workloads evolve
  • Multi-channel gateway architecture needs NUMA-aware concurrency (10,000 concurrent connections)
  • Security: TDE, dynamic data masking, separation of duties — complements Hermes dangerous command approval
  • Cost: MulanPSL v2 license ($0), 47-71% storage savings vs MySQL/Oracle

Sub-Issues

See linked issues below for implementation scope.

Linked Sub-Issues

  • #802 — [OpenGauss] Install & Configure OpenGauss for Hermes-Agent Dev Environment
  • #803 — [OpenGauss] Schema Design — Agent State, Memory & Action Logs
  • #804 — [OpenGauss] DBMind AI Tuning — Autonomous Optimization for Agent Workloads
  • #805 — [OpenGauss] Security Hardening — TDE, Masking & Audit for Agent Operations
  • #806 — [OpenGauss] Performance Benchmarking — Agent Workload Validation
  • #807 — [OpenGauss] High Availability & Scaling Strategy
## Overview Evaluate and integrate OpenGauss as the database backend for Hermes-agent, replacing or supplementing current database infrastructure. OpenGauss is an enterprise-grade open-source RDBMS (fork of PostgreSQL 9.2, 74% reengineered by Huawei) with AI-native operations (DBMind), NUMA-aware architecture, and Memory-Optimized Tables (MOT). ## Source Document `OpenGauss-Strategic-Assessment-for-Hermes-Agent-Integration.pdf` (14 pages, generated by Kimi.ai) ## Strategic Fit - **ReAct reasoning loop** benefits from MOT's ultra-low latency (3.5M tpmC) - **DBMind AI engine** provides autonomous tuning — eliminates manual DBA work as agent workloads evolve - **Multi-channel gateway** architecture needs NUMA-aware concurrency (10,000 concurrent connections) - **Security**: TDE, dynamic data masking, separation of duties — complements Hermes dangerous command approval - **Cost**: MulanPSL v2 license ($0), 47-71% storage savings vs MySQL/Oracle ## Sub-Issues See linked issues below for implementation scope. ## Linked Sub-Issues - #802 — [OpenGauss] Install & Configure OpenGauss for Hermes-Agent Dev Environment - #803 — [OpenGauss] Schema Design — Agent State, Memory & Action Logs - #804 — [OpenGauss] DBMind AI Tuning — Autonomous Optimization for Agent Workloads - #805 — [OpenGauss] Security Hardening — TDE, Masking & Audit for Agent Operations - #806 — [OpenGauss] Performance Benchmarking — Agent Workload Validation - #807 — [OpenGauss] High Availability & Scaling Strategy
Sign in to join this conversation.
No Branch/Tag Specified
Branches Tags
Labels
Clear labels
222-epic
Workshop: Timmy as Presence (Epic #222)
 actionable
Has a concrete code/config task extracted
 assigned-claude
Issue currently assigned to Claude agent — do not assign to another agent
 assigned-gemini
Issue currently assigned to Gemini agent — do not assign to another agent
 assigned-groq
assigned-kimi
Issue currently assigned to Kimi agent — do not assign to another agent
 assigned-manus
Issue currently assigned to Manus agent — do not assign to another agent
 claude-ready
consolidation
Part of a consolidation epic
 deprioritized
Keep open but not blocking P0 work
 deprioritized
Keep open but not blocking P0 work
 duplicate
Duplicate of another issue
 gemini-review
Auto-generated by Gemini, needs relevance review
 groq-ready
harness
Core product: agent framework, heartbeat, inference, memory
 heartbeat
Harness: Agent heartbeat loop
 inference
Harness: Inference and model routing
 infrastructure
Supporting stage: dashboard, CI/CD, deployment, DNS
 kimi-ready
Scoped and ready for Kimi to pick up
 memory-session
Harness: Memory and session crystallization
 morrowind
Harness: Morrowind embodiment
 needs-design
Needs architectural design before implementation
 needs-extraction
Philosophy with unextracted engineering work
 p0-critical
Priority 0: Must fix now
 p1-important
Priority 1: Important, next sprint
 p2-backlog
Priority 2: Backlog, do when time permits
 philosophy
Philosophical foundation — informs architecture decisions
 rejected-direction
Closed: rejected or superseded direction
 seed:know-purpose
Three Seeds: KNOW YOUR PURPOSE
 seed:serve-real
Three Seeds: SERVE THE REAL
 seed:tell-truth
Three Seeds: TELL THE TRUTH
 sovereignty
Harness: Sovereignty stack
No Label
Milestone
No items
No Milestone
Projects
Clear projects
No project
Assignees
Clear assignees
Timmy claude grok groq kimi manus perplexity Rockachopa
No Assignees
1 Participants
Notifications
Due Date
No due date set.
Dependencies

No dependencies set.

Reference: Rockachopa/Timmy-time-dashboard#801
Delete Branch "%!s()"

Deleting a branch is permanent. Although the deleted branch may continue to exist for a short time before it actually gets removed, it CANNOT be undone in most cases. Continue?