# Fact Briefing: 2026-02-10

## Overall Summary
Discussions shifted towards the launch of the 'Milaidy' personal assistant and major database optimizations, while community tension remained high due to token performance and Korean exchange delisting rumors.

## Key Facts

- Technical implementation of the ActionFilterService was introduced to optimize agent performance via vector search and BM25 reranking.
- A major optimization plan for the PostgreSQL logs table was announced to address performance bottlenecks in Eliza response times.
- Confirmation was provided that only the pre-rebrand AI16Z token was delisted from Korean exchanges Bithumb, Coinone, and Korbit, not the current ELIZAOS token.
- The Milaidy project launched as a Mac-native application using the Eliza framework with a plugin-based architecture.
- PR #6378 was merged to ensure the MESSAGE_SENT event is correctly emitted when agent responses are sent to the central server.
- Security concerns were raised regarding a fraudulent 'support desk' Discord server claiming to be official.
- A new RequestContext system using AsyncLocalStorage was implemented to support per-entity settings in multi-tenant deployments.
- Developers reported a critical crash in the agent_skill_instructions provider related to toLowerCase function errors on fresh VPS installs.

## Open Questions

- What happens if I didn't migrate my original a16z tokens in time?
- Should I submit PRs to all plugin repos to add MAX_EMBEDDING_TOKENS to the latest or what direction should we go?
- Would milaidy support the examples from elizaos? Or do we need to run both Eliza and milaidy for full functionality?
- Do we need a way to integrate with Cardano with wallets in ElizaOS?
- Will the team launch any token use-case or product which may use ElizaOS token?

## Categories

### Twitter News Highlights
- Community attention generated for the Eliza project via social media shares by Joe McCann and DorianD regarding OpenClaw/MoltBot. (Sentiment: positive)

### GitHub Updates

#### New Issues/PRs
- [Pull_request #6475: ActionFilterService — vector search + BM25 reranking for action/provider filtering](https://github.com/elizaos/eliza/pull/6475) by lalalune - Status: open - Significance: Reduces prompt bloat by dynamically filtering 200+ actions down to ~15 relevant ones.
- [Pull_request #6457: feat(core): add request context for per-user entity settings](https://github.com/elizaos/eliza/pull/6457) by lalalune - Status: merged - Significance: Enables multi-tenant deployments to handle individual user API keys without code workarounds.
- [Issue #6486: [Bug] URL in message triggers duplicate LLM calls](https://github.com/elizaos/eliza/issues/6486) by thewoweffect - Status: open - Significance: Critical token cost issue where URLs are processed twice as text and attachment.

#### Overall Focus
- Focus on hardening security for the Eliza App MVP and transitioning from prose-heavy prompts to structured logic systems.

### Discord Updates
- **#discussion:** Heavy focus on clearing up misinformation regarding Korean exchange delistings and defending the team against claims of developer exits and token sales. (Key Participants: davidhq, paolin, ovo, gby)
- **#coders:** Technical focus on the Milaidy project launch, VPS installation bugs, and proposed directory structures utilizing PM2 as an external process manager. (Key Participants: s, Odilitime, azsxdc, MochinoLabs)

### User Feedback
- Users requested elizacloud.ai UX improvements including prompt-only features, better visual generation, and crypto transfers without wallet connection. (Sentiment: neutral)
- Community frustration regarding the continuous 24-hour token price decline and perceived lack of utility for the ELIZAOS token. (Sentiment: negative)

### Strategic Insights

#### Addressing the 'Biological Trap'
The project is strategically moving away from prose-heavy instructions to logic-based synchronization to solve performance bottlenecks.

*Implications/Questions:*
  - How will this change existing plugin development workflows?

### Market Analysis
- Confusion between pre-rebrand AI16Z and current ELIZAOS tokens caused brief market panic regarding Korean exchange liquidity. (Relevance: Directly impacts liquidity and investor confidence in Asian markets.)