Skip to main content

Daily Report – 2025-04-09

· 2 min read

Discord Bot Development​

/report Command Performance Optimization​

  • Initial Issue:

    • Command was slow and occasionally timed out.
    • Triggered by [spynter]'s observation of delays.

  • Root Causes Identified:

    • Excessive data retrieval without pagination or filtering.
    • Prisma ORM generated inefficient queries.
    • Full table scan detected via EXPLAIN ANALYZE.

  • Solutions Implemented:

    • Limited query to last 100 reports.
    • Added index on timestamp column.
    • Replaced Prisma ORM with raw SQL.
    • Introduced Redis caching (5-minute TTL).
    • Added proper async/await usage.
    • Implemented try/catch error handling.

  • Results:

    • 60% performance improvement confirmed by [spynter].
    • Stability and responsiveness improved.

  • Action Items:

    • Add timestamp index.
    • Use raw SQL for /report queries.
    • Implement Redis caching.
    • Improve error handling.
    • Add pagination support.
    • Include 'last updated' timestamp in cache.
    • Add debug flag for query execution time.

Technical Discussions & Development Updates​

Pump.fun Token Deployment & Trading​

  • Topics Discussed:

    • Real-time trading of meme tokens (e.g., Poohcoin, ScopeScanner).
    • DEX integration and wallet behavior analysis.
    • AI-generated token deployment and market sentiment tracking.

  • Action Items:

    • Add wallet analytics.
    • Implement bonding status tags.
    • Add developer verification features.

ElizaOS Plugin & LLM Debugging​

  • Issues Resolved:

    • Twitter plugin replies fixed via TWITTER_SEARCH_ENABLE and callback().
    • LLM override conflicts resolved by removing llama3.2 and resetting DB.

  • Improvements:

    • Verbose logging added.
    • Plugin alignment checks implemented.

  • Feature Requests:

    • Autonomous posting.
    • Plugin conflict detection.

SpartanV2 Development Status​

  • Clarification:

    • SpartanV1 remains in production.
    • SpartanV2 is under development.

  • Action Items:

    • Update documentation to reflect current deployment status.

AI Agent Interoperability & Registries​

  • Topics Covered:

    • Avatar generation workflows.
    • Clank Tank episode production.
    • Model Context Protocol (MCP) and Agent-to-Agent (A2A) communication.
    • Proposal for decentralized agent registry using JSON 'Agent Cards' and trust graphs.

  • Action Items:

    • Improve Clank Tank audio quality.
    • Document avatar workflows.
    • Develop decentralized agent registries.

Non-Actionable Content​

  • Multiple chat segments contained only repeated usernames (e.g., [Captain Hook]) with no meaningful content or technical discussion.