{
  "prompt_name": "issue-triage",
  "category": "dev",
  "date": "2026-03-24",
  "generated_text": "## Issue Triage \u2014 2026-03-24 (elizaOS)\n\n### 1) Milady app launch blocked by unresolved readiness criteria / unknown remaining defects (no date communicated)\n- **Issue Title & ID:** Milady app launch readiness unclear; no ship criteria or timeline \u2014 **DISCORD-2026-03-23-MILADY-READY**\n- **Current Status:** In active development; team worked through weekend; release date unknown (\u201cwhen it\u2019s ready\u201d).\n- **Impact Assessment:**\n  - **User Impact:** **High** (repeated user inquiries; primary product expectation)\n  - **Functional Impact:** **Partial** (doesn\u2019t block core elizaOS framework usage, but blocks flagship app delivery)\n  - **Brand Impact:** **High** (perceived lack of delivery/opacity)\n- **Technical Classification:**\n  - **Issue Category:** UX / Bug (unknown) / Release Management\n  - **Component Affected:** Application layer (Milady) + elizaOS integration points\n  - **Complexity:** **Complex solution** (unknown defects + release coordination)\n- **Resource Requirements:**\n  - **Required Expertise:** Full-stack app debugging, agent runtime integration, QA/release engineering\n  - **Dependencies:** Needs a defined \u201cDefinition of Done\u201d (DoD), test plan, and release checklist; may depend on elizaOS core fixes if app is hitting framework edge cases\n  - **Estimated Effort:** **4/5**\n- **Recommended Priority:** **P1**\n- **Specific Actionable Next Steps:**\n  1. Publish a **Milady Release Readiness Checklist** (ship criteria, must-fix vs nice-to-have).\n  2. Create a single **public tracking issue/board** listing remaining blockers (crashes, onboarding, auth/wallet, latency, infra, etc.).\n  3. Add **smoke tests** (install/start agent, connect key integrations, basic conversation loop, persistence).\n  4. Commit to a communication artifact: **weekly delta** (\u201cwhat changed, what\u2019s blocked, what\u2019s next\u201d).\n- **Potential Assignees:** **Odilitime** (directly involved), **Milady app core devs**, **sb** (architecture clarifications), **QA/release volunteer(s)** from Spartan Dev/Core Dev roles.\n\n---\n\n### 2) Ollama plugin: Embedding failures on Linux environments\n- **Issue Title & ID:** Embeddings fail on Linux in plugin-ollama \u2014 **elizaos-plugins/plugin-ollama#17**\n- **Current Status:** Reported and \u201cbegan investigating\u201d (per weekly summary); resolution not documented in provided data.\n- **Impact Assessment:**\n  - **User Impact:** **Medium\u2013High** (Linux is common for self-hosting; embeddings are key for RAG/memory)\n  - **Functional Impact:** **Partial** (blocks embedding-dependent features; chat may still work)\n  - **Brand Impact:** **Medium** (self-host reliability concerns)\n- **Technical Classification:**\n  - **Issue Category:** Bug / Compatibility\n  - **Component Affected:** Plugin System \u2192 Model Integration (Ollama embeddings)\n  - **Complexity:** **Moderate effort**\n- **Resource Requirements:**\n  - **Required Expertise:** Node/TS plugin debugging, Linux environment troubleshooting, Ollama API familiarity\n  - **Dependencies:** Repro steps + environment matrix (distro, CPU/GPU, Ollama version); may depend on upstream Ollama behavior\n  - **Estimated Effort:** **3/5**\n- **Recommended Priority:** **P1**\n- **Specific Actionable Next Steps:**\n  1. Require reporter to provide: `ollama --version`, model name, embedding endpoint payload, logs, OS/distro, libc, container vs bare metal.\n  2. Add CI-like **Linux repro script** (docker compose) to validate embeddings end-to-end.\n  3. Implement **better error surfaces** (HTTP status, response body, retry hints) and fallback guidance.\n  4. Document known-good versions and a compatibility table.\n- **Potential Assignees:** **plugin-ollama maintainer(s)**, **Core Dev** familiar with model providers; recruit a **Linux-heavy community contributor** to reproduce.\n\n---\n\n### 3) \u201cWhitepaper\u201d confusion: users cannot find canonical docs; repeated questions\n- **Issue Title & ID:** Documentation gap\u2014no whitepaper; redirect to roadmap + arXiv not prominent \u2014 **DISCORD-2026-03-22-DOC-WHITEPAPER**\n- **Current Status:** Answered ad-hoc in Discord; not clearly solved as a documentation/product issue.\n- **Impact Assessment:**\n  - **User Impact:** **High** (recurring onboarding question; affects evaluators/partners)\n  - **Functional Impact:** **No**\n  - **Brand Impact:** **High** (perceived lack of legitimacy/clarity)\n- **Technical Classification:**\n  - **Issue Category:** Documentation / UX\n  - **Component Affected:** Docs site + README(s) + roadmap repo linkage\n  - **Complexity:** **Simple fix**\n- **Resource Requirements:**\n  - **Required Expertise:** Technical writing, docs IA/navigation\n  - **Dependencies:** None\n  - **Estimated Effort:** **1/5**\n- **Recommended Priority:** **P1**\n- **Specific Actionable Next Steps:**\n  1. Add a top-level docs page: **\u201cWhitepaper / Research / Roadmap (Canonical Links)\u201d**.\n  2. Update README(s) to include: roadmap URL + arXiv paper + \u201cwhy no traditional whitepaper\u201d.\n  3. Pin a Discord message + bot command (e.g., `!whitepaper`) to reduce repeated support load.\n- **Potential Assignees:** **Odilitime** (community + comms), **docs maintainers** (elizaos.github.io contributors), **Mr. Ronnie Debryne** (already assisting users).\n\n---\n\n### 4) Perception of poor communication despite weekly/daily updates (information not addressing top concerns)\n- **Issue Title & ID:** Communication mismatch\u2014updates exist but don\u2019t answer \u201cwhat users care about\u201d \u2014 **DISCORD-2026-03-21-COMMS-MISMATCH**\n- **Current Status:** Team points to cronjob videos + daily updates channel; community still dissatisfied.\n- **Impact Assessment:**\n  - **User Impact:** **High** (broad community sentiment; repeated)\n  - **Functional Impact:** **No**\n  - **Brand Impact:** **High** (trust erosion; \u201cdead project\u201d narrative risk)\n- **Technical Classification:**\n  - **Issue Category:** UX (project UX) / Documentation\n  - **Component Affected:** Project communications pipeline (Discord, Twitter, updates channel)\n  - **Complexity:** **Moderate effort** (process + content changes)\n- **Resource Requirements:**\n  - **Required Expertise:** Product comms, community ops, release notes discipline\n  - **Dependencies:** Agreement on KPIs and what \u201cstatus\u201d means (milestones, shipped features, blockers)\n  - **Estimated Effort:** **2/5**\n- **Recommended Priority:** **P1**\n- **Specific Actionable Next Steps:**\n  1. Introduce a weekly **\u201cTop 5 Questions Answered\u201d** section in updates (utility, milestones, timelines, integrations, risks).\n  2. Maintain a public **Known Issues / What\u2019s Shipping Next** list (single source of truth).\n  3. Establish an escalation path: when sentiment spikes, post a short **incident-style update** (what happened, what we know, next check-in).\n- **Potential Assignees:** **Odilitime** (community), **Rainman** (helper process), **Shaw** (Twitter alignment), a designated **PM/Release Captain**.\n\n---\n\n### 5) Missing token utility tied to shipping products (users asking \u201cwhy buy/hold?\u201d unanswered)\n- **Issue Title & ID:** No concrete token utility integration plan surfaced; repeated unanswered questions \u2014 **DISCORD-2026-03-21-TOKEN-UTILITY-GAP**\n- **Current Status:** Community requests; no concrete plan documented in provided data.\n- **Impact Assessment:**\n  - **User Impact:** **High** (large holder/community base; impacts adoption incentives)\n  - **Functional Impact:** **Partial** (doesn\u2019t break software, but blocks ecosystem monetization narrative)\n  - **Brand Impact:** **Critical** (trust, credibility, long-term ecosystem health)\n- **Technical Classification:**\n  - **Issue Category:** Feature Request / Product\n  - **Component Affected:** Token integration, marketplace, app gating, plugin ecosystem incentives\n  - **Complexity:** **Architectural change** (needs coherent design + implementation across components)\n- **Resource Requirements:**\n  - **Required Expertise:** Tokenomics + smart contracts + product design + backend integration\n  - **Dependencies:** Finalize utility scope; align with marketplace plugin initiatives; security review\n  - **Estimated Effort:** **5/5**\n- **Recommended Priority:** **P1** (strategic + brand-critical; schedule design sprint immediately)\n- **Specific Actionable Next Steps:**\n  1. Draft a one-page **Utility Spec v0**: use cases, flows, required contracts, and non-goals.\n  2. Decide on a near-term \u201cMVP utility\u201d that can ship in weeks (e.g., marketplace fees, premium features, agent registration).\n  3. Create an implementation plan with milestones + audits (especially if funds/fees involved).\n- **Potential Assignees:** **Core team product lead**, **TraderTomson** (marketplace/monetization context), **smart contract engineer(s)**, **Odilitime** (alignment + comms).\n\n---\n\n### 6) Autonomous agent monetization plugin on Base: security/compliance and integration readiness review\n- **Issue Title & ID:** Plugin enabling autonomous on-chain marketplace (Base) needs security review + integration guidelines \u2014 **DISCORD-2026-03-22-AGENT-MONETIZATION-BASE**\n- **Current Status:** Announced as live (\u201cSeason 1\u201d with incentive pool); no technical audit status mentioned.\n- **Impact Assessment:**\n  - **User Impact:** **Medium** now, potentially **High** if adopted widely\n  - **Functional Impact:** **Partial** (not core runtime, but high-value ecosystem feature)\n  - **Brand Impact:** **High** (any exploit/scam narrative severely damages project)\n- **Technical Classification:**\n  - **Issue Category:** Security / Feature\n  - **Component Affected:** Plugin System + Web3 integration + payments\n  - **Complexity:** **Complex solution**\n- **Resource Requirements:**\n  - **Required Expertise:** Smart contract security, threat modeling, key management, plugin sandboxing\n  - **Dependencies:** Clear ownership (repo, maintainers), audit pipeline, registry inclusion policies\n  - **Estimated Effort:** **4/5**\n- **Recommended Priority:** **P0** (if promoted to users with real funds at risk); otherwise **P1** pending rollout scope\n- **Specific Actionable Next Steps:**\n  1. Perform a **rapid threat model** (private key handling, approvals, reentrancy, phishing vectors, agent-to-agent hiring abuse).\n  2. Require an **independent audit** (or at minimum a structured internal review) before official endorsement.\n  3. Publish safe integration patterns: hardware wallets, relayers, spending limits, simulation/dry-run.\n- **Potential Assignees:** **TraderTomson** (author), **Core security-minded maintainers**, external **smart contract auditor**.\n\n---\n\n### 7) Token recovery lag vs market: \u201csomething isn\u2019t right\u201d (needs data-driven diagnosis)\n- **Issue Title & ID:** Token underperforms broader market; root cause unknown \u2014 **DISCORD-2026-03-21-TOKEN-RECOVERY-DIAG**\n- **Current Status:** Acknowledged; no investigation plan documented.\n- **Impact Assessment:**\n  - **User Impact:** **High** (community confidence and retention)\n  - **Functional Impact:** **No**\n  - **Brand Impact:** **High**\n- **Technical Classification:**\n  - **Issue Category:** Performance (market) / Operations\n  - **Component Affected:** Market operations, liquidity, listings, comms\n  - **Complexity:** **Moderate effort**\n- **Resource Requirements:**\n  - **Required Expertise:** Market analytics, liquidity analysis, exchange ops, on-chain forensics\n  - **Dependencies:** Access to trading/liquidity data; coordination with partners/exchanges\n  - **Estimated Effort:** **3/5**\n- **Recommended Priority:** **P2** (important, but must not preempt shipping/security unless it indicates exploit/manipulation)\n- **Specific Actionable Next Steps:**\n  1. Produce a **weekly market health report**: liquidity, volumes, holder distribution, wallets, sell pressure sources.\n  2. Check for technical causes: token migration artifacts, contract permissions, vesting unlock misconceptions, LP concentration.\n  3. If manipulation suspected, document evidence and mitigation options.\n- **Potential Assignees:** Business/ops lead, analytics contributor(s), **Odilitime** for comms bridging.\n\n---\n\n### 8) BitMart listing outreach needs an owner and an intake process (partner requests risk being dropped)\n- **Issue Title & ID:** Partner intake gap\u2014BitMart listing team requested contact; no documented routing \u2014 **DISCORD-2026-03-23-BITMART-INTAKE**\n- **Current Status:** Outreach occurred; no next action recorded.\n- **Impact Assessment:**\n  - **User Impact:** **Medium** (indirect; affects accessibility/liquidity)\n  - **Functional Impact:** **No**\n  - **Brand Impact:** **Medium** (missed partnerships reinforce \u201cdisorganized\u201d perception)\n- **Technical Classification:**\n  - **Issue Category:** Operations / Process\n  - **Component Affected:** Partner portal / BD workflow\n  - **Complexity:** **Simple fix**\n- **Resource Requirements:**\n  - **Required Expertise:** BD ops, partner management, basic compliance checklists\n  - **Dependencies:** Named owner; documented inbound routing\n  - **Estimated Effort:** **1/5**\n- **Recommended Priority:** **P2**\n- **Specific Actionable Next Steps:**\n  1. Assign a **single BD owner** + backup; respond to BitMart with a standard intake form.\n  2. Create a lightweight **Partner CRM / tracker** (even a GitHub project board).\n  3. Publish \u201cHow to partner\u201d instructions (email, expected response time, requirements).\n- **Potential Assignees:** **Odilitime** (noted \u201cpartner portal - self assign\u201d), BD/staff team member(s).\n\n---\n\n## Summary \u2014 Top Highest-Priority Issues to Address Now (Top 5\u201310)\n1. **P0:** Autonomous agent monetization plugin on Base \u2014 **Security review + safe integration guidance** (**DISCORD-2026-03-22-AGENT-MONETIZATION-BASE**)\n2. **P1:** Milady app launch readiness blockers \u2014 **define ship criteria + tracking + QA** (**DISCORD-2026-03-23-MILADY-READY**)\n3. **P1:** Ollama plugin embeddings failing on Linux \u2014 **fix compatibility + add repro + improve errors** (**plugin-ollama#17**)\n4. **P1:** Token utility gap \u2014 **write Utility Spec v0 + select MVP utility + milestone plan** (**DISCORD-2026-03-21-TOKEN-UTILITY-GAP**)\n5. **P1:** Communication mismatch \u2014 **answer top questions + publish \u201cwhat\u2019s next/known issues\u201d** (**DISCORD-2026-03-21-COMMS-MISMATCH**)\n6. **P1:** \u201cWhitepaper\u201d documentation gap \u2014 **canonical links page + pinned Discord command** (**DISCORD-2026-03-22-DOC-WHITEPAPER**)\n7. **P2:** Token recovery lag diagnosis \u2014 **weekly market health + forensics** (**DISCORD-2026-03-21-TOKEN-RECOVERY-DIAG**)\n8. **P2:** BitMart partner intake ownership \u2014 **assign owner + tracker** (**DISCORD-2026-03-23-BITMART-INTAKE**)\n\n---\n\n## Patterns / Themes Suggesting Deeper Problems\n- **Release management is under-specified** (Milady \u201cwhen ready\u201d without public ship criteria \u2192 uncertainty, repeated support load).\n- **Security posture risk from fast ecosystem expansion** (monetization/on-chain automation features need audits and standardized key management patterns).\n- **Documentation and comms are reactive rather than productized** (same questions repeat; answers live in chat, not in canonical docs).\n- **Product narrative disconnect** between engineering progress and what users evaluate (utility, timelines, \u201cwhat shipped this week\u201d).\n\n---\n\n## Process Improvements (Prevent Recurrence)\n1. **Create a canonical \u201cStatus + Roadmap + Known Issues\u201d hub** updated weekly; link it everywhere (docs, Discord pins, Twitter).\n2. **Adopt lightweight release discipline** for major surfaces (Milady): DoD checklist, blocker board, smoke tests, release captain rotation.\n3. **Security gating for Web3 plugins**: minimum threat model + key handling guidelines + audit requirement before official promotion.\n4. **Turn recurring Discord Q&A into docs automatically**: weekly sweep \u2192 add/refresh FAQ; add bot commands for top links (roadmap, paper, updates).\n5. **Partner intake workflow** with clear ownership, SLA, and tracking to avoid missed opportunities and improve perceived professionalism.",
  "source_references": [
    "2026-03-24\n---\n2026-03-23.md\n---\n# elizaOS Discord - 2026-03-23\n\n## Summary\n\n### Multi-Agent Trading System Development\n\nNaman is building a multi-agent autonomous trading system powered by a 200-500B parameter local LLM model for 24/7 cryptocurrency trading. The project seeks an AI/ML technical partner for model optimization, fine-tuning, and performance monitoring in exchange for 10% profit sharing.\n\n### Milady App Development Status\n\nThe milady app remains in active development with the team working through the weekend. Odilitime directly participated in development efforts. No specific release date has been set, with the launch planned for when the application is ready. Multiple community members inquired about the release timeline.\n\n### Token Price Concerns and Community Guidance\n\nCommunity members expressed concerns about significant token price decline from $2.5 to $0.0009. Rainman provided guidance recommending members follow official team updates and noted that 2026 is expected to be a significant year for agentic AI development. The community was advised to hold at current price levels.\n\n### Business Development Outreach\n\nBitMart's listing team reached out seeking business cooperation discussions with core team members. No technical implementation details or concrete decisions were documented regarding this potential partnership.\n\n## FAQ\n\n**Q: When will the milady app be online?**\nA: The app will launch when it's ready. The team worked on it over the weekend with direct involvement from Odilitime, but no specific release date is available yet.\n\n**Q: Do you need chatters to make the group active?**\nA: Not really.\n\n## Help Interactions\n\nHelper: Rainman | Helpee: Community | Context: Community concerns about token price decline from $2.5 to $0.0009 and project viability | Resolution: Advised following official team updates, noted 2026 as the year of agentic AI, recommended holding at current prices.\n\nHelper: Odilitime | Helpee: miaozi | Context: Questions about milady app release timeline | Resolution: Provided transparency that the team worked on it over the weekend with his direct involvement but no specific date is available.\n\n## Action Items\n\n### Technical\n\nMulti-agent autonomous trading system with 200-500B parameter LLM seeking AI/ML partner for deployment optimization, fine-tuning, and performance monitoring (mentioned by naman)\n\n### Features\n\nComplete and launch milady app currently in development with team working through weekend (mentioned by Odilitime)\n---\n2026-03-22.md\n---\n# elizaOS Discord - 2026-03-22\n\n## Summary\n\n### Agent Monetization and Marketplace\n\nTraderTomson announced a plugin for Eliza that enables autonomous agent monetization on Base blockchain. The plugin allows agents to register on an on-chain marketplace, post services, get hired by other agents, and receive payment in AGT tokens without human intervention. Season 1 is live with a 50M AGT pool for early adopters.\n\n### Documentation and Resources\n\nA discussion occurred regarding ElizaOS documentation when Shah inquired about the whitepaper. Odilitime clarified that the token doesn't have a traditional whitepaper. Instead, the project maintains a GitHub roadmap at https://github.com/elizaOS/roadmap and has published an academic paper on arXiv at https://arxiv.org/abs/2501.06781.\n\n### General Channel Activity\n\nThe discussion channel had minimal technical content during this period, consisting primarily of casual greetings and memes. The coders channel similarly had limited activity with only a greeting and an off-topic recruitment post for a marketing manager position. A brief question about the Milady app timeline received a vague response indicating it would be available on or about an unspecified date.\n\n## FAQ\n\n**Q: Where can I get the ElizaOS white paper?**\nA: The token doesn't have a whitepaper. The project maintains a GitHub roadmap at https://github.com/elizaOS/roadmap and has published an academic paper at https://arxiv.org/abs/2501.06781\n\n**Q: When will the Milady app be online?**\nA: On or about an unspecified date\n\n## Help Interactions\n\nMr. Ronnie Debryne helped Shah who was looking for ElizaOS whitepaper documentation by directing them to the official documentation site.\n\nOdilitime helped Shah by providing accurate clarification that no traditional whitepaper exists and shared links to the GitHub roadmap and arXiv paper instead.\n\n## Action Items\n\n### Features\n\nPlugin for Eliza enabling autonomous agent monetization on Base blockchain with on-chain marketplace, AGT token payments, and 50M AGT pool for Season 1 (mentioned by TraderTomson)\n\n### Documentation\n\nClarify that ElizaOS token has no traditional whitepaper and direct users to GitHub roadmap and arXiv paper instead (mentioned by Odilitime)\n---\n2026-03-21.md\n---\n# elizaOS Discord - 2026-03-21\n\n## Summary\n\n### Project Communication and Management\n\nThe AI16Z/Eliza project faced significant community criticism regarding communication practices and project management. Team member Odilitime defended the communication strategy, noting that weekly video updates (cronjob) and daily updates are posted in a dedicated channel. However, community members expressed frustration that these updates do not address their primary concerns. The team acknowledged internal organization with developers focused on development, staff managing partners, Shaw handling Twitter, and others managing accounting and taxes. Odilitime handles community engagement during downtime due to marketing and branding background.\n\n### Token Economics and Performance\n\nCommunity frustration centered on token performance and perceived mismanagement. The Babylon launch occurred but did not positively impact price. Token migration completed with 1 billion tokens minted post-migration, with community members criticizing the 40% community token allocation as a cash grab. The token initially traded upward for 3 consecutive months, which the team considered pivotal for the memecoin-as-investment narrative. However, the Trump token launch caused market-wide selloff that impacted AI16Z. The team acknowledged that token recovery is lagging behind broader market recovery, stating \"something isn't right\" though the cause remains unknown. Community members identified CEX listings and perpetual futures as needed for price recovery.\n\n### Token Utility and Product Development\n\nA major point of contention was the lack of implemented token utility despite ongoing development. Community members repeatedly asked for use cases and reasons to buy the token, with no concrete answers provided. The team was compared unfavorably to Virtuals protocol regarding token utility implementation. Despite development activity, no token utility has been tied to products being built, leading to community frustration about broken promises.\n\n### Eliza Ecosystem Architecture\n\nTechnical clarification was provided regarding the Eliza ecosystem structure. ElizaOS functions as an operating system for agents, serving as the foundational layer. Milady is built on top of elizaos rather than being a replacement or competitor, leveraging elizaos as its underlying infrastructure. OpenClaw agents can exist within the milady framework, indicating these technologies are complementary rather than competing. This clarification resolved fundamental misunderstandings about the ecosystem hierarchy.\n\n### Team Accountability and Community Relations\n\nThe team acknowledged mistakes with Odilitime stating they \"fucked up plenty\" but maintained they have not abandoned the project. Some community critics were suspected to be \"paid shills\" attempting to tank the project. Community members expressed concerns about broken promises and poor communication beyond just price performance. Team members positioned themselves as having \"most information about the landscape\" for decision-making. ValleyBeyond shared personal experience losing money on GalaGames to emphasize personal responsibility and the principle of only investing what one can afford to lose.\n\n## FAQ\n\n**Q: By when will team mint remaining tokens and finish selling? Will project shut down after team sells all tokens?**\nA: Unanswered\n\n**Q: Why isn't the token recovering at the same rate as the market?**\nA: Something isn't right, cause unknown (answered by Odilitime)\n\n**Q: Why is this chat full of posts saying the team is NOT communicating?**\nA: Team puts out weekly videos (cronjob) and daily updates in dedicated channel, but updates may not be what people are interested in (answered by Odilitime)\n\n**Q: Is there someone who coordinates information in the team or does everyone do it their own way?**\nA: Devs are developing, staff dealing with partners, Shaw on Twitter, others on accounting/taxes. Odilitime handles community in downtime due to marketing/branding background (answered by Odilitime)\n\n**Q: What is one use case of this token?**\nA: Unanswered\n\n**Q: Why should anyone buy this token?**\nA: Unanswered\n\n**Q: How stable is milaidy? Will it replace elizaos?**\nA: Milady is built on elizaos and won't replace it. ElizaOS is an operating system for agents that isn't getting replaced by anything (answered by sb)\n\n**Q: Is milady the competitor for openclaw?**\nA: No, it's not a competitor. OpenClaw agents can exist in milady (answered by sb)\n\n## Help Interactions\n\nOdilitime helped Rainman understand team communication practices by pointing to weekly cronjob videos and daily updates channel, explaining that updates may not match community interests.\n\nValleyBeyond helped gby and averma who were frustrated about losses and team accountability by sharing personal experience losing money on GalaGames and emphasizing personal responsibility and the principle of only investing what one can afford to lose.\n\nRainman helped the community address ongoing complaints about lack of communication by suggesting replying with link to UPDATES channel whenever someone accuses team of not communicating.\n\nsb helped HatcherLabs resolve confusion about whether milady would replace elizaos by clarifying that milady is built on elizaos, which serves as the foundational operating system for agents.\n\nsb helped HatcherLabs understand the relationship between milady and openclaw by explaining that openclaw agents can exist within milady, showing they are complementary technologies.\n\n## Action Items\n\n### Technical\n\nAddress token recovery rate lagging behind market (mentioned by Odilitime)\n\n### Features\n\nImplement actual token utility tied to products being built (mentioned by gby)\n\nSecure good CEX listings and perpetual futures trading to improve price recovery (mentioned by ValleyBeyond)\n\n### Documentation\n\nBetter communicate existing update channels (cronjob videos, daily updates) to address perception of poor communication (mentioned by Rainman)\n\nStudy and understand the Eliza ecosystem architecture and component relationships (mentioned by HatcherLabs)\n---\n2026-03-23.json\n---\nelizaosDailySummary\n---\nDaily Report - 2026-03-23\n---\nCommunity Discussion and Milady App Development Status\n---\nOn March 23, 2026, the Discord community engaged in general discussion with mixed sentiment about the project. One user expressed concern about the token price decline from $2.5 to $0.0009, calling it a dead project. Another community member responded defensively, noting the token had lost significant value from all-time highs. A Helper named Rainman encouraged the community to follow official team updates and avoid FUD, stating that 2026 will be the year of agentic AI and expressing optimism about ElizaOS team delivery. The BitMart listing team reached out seeking contact with the business manager or core team for listing cooperation. Multiple users repeatedly asked about the Milady app launch timeline. Odilitime, a core team member, responded that the app will launch when it's ready, explaining that the team worked all weekend on it and he personally jumped in to help, but could not provide a specific release date. One user proposed building a multi-agent autonomous trading system and sought an AI/ML technical partner, offering 10% of trading profits. Another user inquired about needing chatters to make the group active, to which Odilitime responded negatively.\n---\nhttps://discord.com/channels/1253563208833433701/1253563209462448241\n---\nhttps://cdn.elizaos.news/posters/1774314501349-qpc3b.jpg\n---\ndiscordrawdata\n---\n580487826420793364\n---\nodilitime\n---\nplatform - self assign\n---\npartner portal - self assign\n---\nCommunity Ops\n---\nCreator\n---\nModerator\n---\n[WG] degenspartan\n---\npmairca - self assign\n---\nVerified\n---\nBooster\n---\nHoplite\n---\nGithub - Contributor\n---\nHelper\n---\nMigration Support\n---\nAssociate\n---\nLabs\n---\nTrader\n---\nContributor\n---\nmerch - self assign\n---\nevents - self-assign\n---\n[WG] Elizacon - granted\n---\nSpartan Dev\n---\nCore Dev\n---\nCoder\n---\n1438025016393601208\n---\nmiaozi0377\n---\nHelper\n---\nTrader\n---\n[WG] degenspartan\n---\nVerified\n---\nutility\n---\nCoder\n---\neliza\n---\n990988617688162376\n---\noxsapoor\n---\nTrader\n---\nutility\n---\neliza\n---\n1468740216360800410\n---\njayoraviannaaa\n---\nTrader\n---\nCreator\n---\nDesigner\n---\nutility\n---\nCoder\n---\neliza\n---\n1006008364720988191\n---\nairanna21\n---\nTrader\n---\n[WG] degenspartan\n---\nIt\n---\nVerified\n---\nDesigner\n---\nFr\n---\nutility\n---\nCoder\n---\neliza\n---\n866584550863798283\n---\nswordsman816\n---\nHelper\n---\nTrader\n---\nCreator\n---\n[WG] degenspartan\n---\nDesigner\n---\nutility\n---\nCoder\n---\neliza\n---\n923616424742780999\n---\ndhdhaa\n---\nHelper\n---\nTrader\n---\nCreator\n---\n[WG] degenspartan\n---\nDesigner\n---\nutility\n---\nCoder\n---\neliza\n---\n555035784378318875\n---\nbaogerbao\n---\na-hack\n---\nCreator\n---\nContributor\n---\nVerified\n---\nBooster\n---\nDesigner\n---\nCoder\n---\nGithub - Contributor\n---\n807727820355797062\n---\nmagicyte\n---\nauto.fun enjoyer\n---\nCreator\n---\n[WG] degenspartan\n---\nMini Mod\n---\nVIP\n---\nVerified\n---\nDesigner\n---\nutility\n---\nCoder\n---\n1345873609658466435\n---\nnaman0014300143\n---\nutility\n---\nCoder\n---\neliza\n---\n1009171434465149028\n---\nrainman1001\n---\nTrader\n---\nVerified\n---\nutility\n---\neliza\n---\n700421999637561386\n---\nstaticrevengers\n---\nCreator\n---\nIt\n---\nVerified\n---\nutility\n---\nCoder\n---\neliza\n---\n252087926849142784\n---\nmatthib\n---\nTrader\n---\nVerified\n---\nFr\n---\nutility\n---\neliza\n---\n648599269951143936\n---\nalexeill\n---\nVerified\n---\n1115773719021891719\n---\njr.2250\n---\nHelper\n---\na-hack\n---\nTrader\n---\nCreator\n---\n[WG] degenspartan\n---\nIt\n---\nVerified\n---\nDev School Student\n---\nBooster\n---\nDesigner\n---\nFr\n---\nutility\n---\nCoder\n---\neliza\n---\n1222448589821841466\n---\nkatie_bitmarthl\n---\nutility\n---\nCoder\n---\neliza\n---\n1422240545660600562\n---\n33.coded\n---\nTrader\n---\n[WG] degenspartan\n---\nIt\n---\nutility\n---\nCoder\n---\neliza\n---\n1436138035984203816\n---\nbettina04385_27038\n---\nHelper\n---\nTrader\n---\nCreator\n---\n[WG] degenspartan\n---\nIt\n---\nVerified\n---\nDesigner\n---\nFr\n---\nutility\n---\nCoder\n---\neliza\n---\n949063485873082388\n---\nnulucredbalegacychain\n---\nHelper\n---\nTrader\n---\nCreator\n---\n[WG] degenspartan\n---\nIt\n---\nVerified\n---\nDesigner\n---\nFr\n---\nutility\n---\nCoder\n---\neliza\n---\n2026-03-23.md\n---\n## Community Discussion and Milady App Development Status\n\n### Community Engagement\n- Discord community engaged in general discussion on March 23, 2026\n- BitMart listing team reached out seeking contact with business manager or core team for listing cooperation\n- One user proposed building a multi-agent autonomous trading system and sought an AI/ML technical partner, offering 10% of trading profits\n\n### Team Updates\n- Odilitime (core team member) confirmed the team worked all weekend on the Milady app\n- Odilitime personally jumped in to help with app development\n- Helper Rainman encouraged the community to follow official team updates and expressed optimism about ElizaOS team delivery\n---\n2026-03-23.json\n---\nelizaOS\n---\nelizaOS Discord - 2026-03-23\n---\n1253563209462448241\n---\n\ud83d\udcac-discussion\n---\n# Discord Chat Analysis for \ud83d\udcac-discussion\n\n## 1. Summary\n\nThe chat segment shows minimal technical discussion, primarily consisting of general greetings and community concerns. The most significant technical mention came from naman, who is building a multi-agent autonomous trading system powered by a 200-500B parameter local LLM model for 24/7 crypto trading, seeking an AI/ML technical partner for model optimization, fine-tuning, and performance monitoring in exchange for 10% profit sharing.\n\nThe main community concern centered around the token's price decline from $2.5 to $0.0009. Rainman provided community guidance, recommending members follow official updates and noting that 2026 is expected to be significant for agentic AI development.\n\nMultiple users inquired about the \"milady app\" release timeline. Odilitime responded that the team worked on it over the weekend with his direct involvement, but no specific release date is available yet - it will launch \"when it's ready.\"\n\nBitMart's listing team reached out seeking business cooperation discussions with core team members. No technical implementation details or concrete decisions were documented in this chat segment beyond the ongoing development work on the milady app.\n\n## 2. FAQ\n\nQ: when milady app online (asked by miaozi) A: when it's ready (answered by Odilitime)\nQ: when milady app (asked by miaozi) A: I don't know - we tried all weekend, I even jumped in to try and help (answered by Odilitime)\nQ: Do you need chatters to make the group active? (asked by 0xSapoor) A: not really (answered by Odilitime)\n\n## 3. Help Interactions\n\nHelper: Rainman | Helpee: Community | Context: Community concerns about token price decline and project viability | Resolution: Advised following official team updates, noted 2026 as year of agentic AI, recommended holding at current prices\n\nHelper: Odilitime | Helpee: miaozi | Context: Questions about milady app release timeline | Resolution: Provided transparency that team worked on it over weekend but no specific date available\n\n## 4. Action Items\n\nType: Feature | Description: Complete and launch milady app - currently in development with team working through weekend | Mentioned By: Odilitime\nType: Technical | Description: Multi-agent autonomous trading system with 200-500B parameter LLM seeking AI/ML partner for deployment optimization, fine-tuning, and performance monitoring | Mentioned By: naman\n---\n580487826420793364\n---\nodilitime\n---\nplatform - self assign\n---\npartner portal - self assign\n---\nCommunity Ops\n---\nCreator\n---\nModerator\n---\n[WG] degenspartan\n---\npmairca - self assign\n---\nVerified\n---\nBooster\n---\nHoplite\n---\nGithub - Contributor\n---\nHelper\n---\nMigration Support\n---\nAssociate\n---\nLabs\n---\nTrader\n---\nContributor\n---\nmerch - self assign\n---\nevents - self-assign\n---\n[WG] Elizacon - granted\n---\nSpartan Dev\n---\nCore Dev\n---\nCoder\n---\n1438025016393601208\n---\nmiaozi0377\n---\nHelper\n---\nTrader\n---\n[WG] degenspartan\n---\nVerified\n---\nutility\n---\nCoder\n---\neliza\n---\n990988617688162376\n---\noxsapoor\n---\nTrader\n---\nutility\n---\neliza\n---\n1468740216360800410\n---\njayoraviannaaa\n---\nTrader\n---\nCreator\n---\nDesigner\n---\nutility\n---\nCoder\n---\neliza\n---\n1006008364720988191\n---\nairanna21\n---\nTrader\n---\n[WG] degenspartan\n---\nIt\n---\nVerified\n---\nDesigner\n---\nFr\n---\nutility\n---\nCoder\n---\neliza\n---\n866584550863798283\n---\nswordsman816\n---\nHelper\n---\nTrader\n---\nCreator\n---\n[WG] degenspartan\n---\nDesigner\n---\nutility\n---\nCoder\n---\neliza\n---\n923616424742780999\n---\ndhdhaa\n---\nHelper\n---\nTrader\n---\nCreator\n---\n[WG] degenspartan\n---\nDesigner\n---\nutility\n---\nCoder\n---\neliza\n---\n555035784378318875\n---\nbaogerbao\n---\na-hack\n---\nCreator\n---\nContributor\n---\nVerified\n---\nBooster\n---\nDesigner\n---\nCoder\n---\nGithub - Contributor\n---\n807727820355797062\n---\nmagicyte\n---\nauto.fun enjoyer\n---\nCreator\n---\n[WG] degenspartan\n---\nMini Mod\n---\nVIP\n---\nVerified\n---\nDesigner\n---\nutility\n---\nCoder\n---\n1345873609658466435\n---\nnaman0014300143\n---\nutility\n---\nCoder\n---\neliza\n---\n1009171434465149028\n---\nrainman1001\n---\nTrader\n---\nVerified\n---\nutility\n---\neliza\n---\n700421999637561386\n---\nstaticrevengers\n---\nCreator\n---\nIt\n---\nVerified\n---\nutility\n---\nCoder\n---\neliza\n---\n252087926849142784\n---\nmatthib\n---\nTrader\n---\nVerified\n---\nFr\n---\nutility\n---\neliza\n---\n648599269951143936\n---\nalexeill\n---\nVerified\n---\n1115773719021891719\n---\njr.2250\n---\nHelper\n---\na-hack\n---\nTrader\n---\nCreator\n---\n[WG] degenspartan\n---\nIt\n---\nVerified\n---\nDev School Student\n---\nBooster\n---\nDesigner\n---\nFr\n---\nutility\n---\nCoder\n---\neliza\n---\n1222448589821841466\n---\nkatie_bitmarthl\n---\nutility\n---\nCoder\n---\neliza\n---\n1422240545660600562\n---\n33.coded\n---\nTrader\n---\n[WG] degenspartan\n---\nIt\n---\nutility\n---\nCoder\n---\neliza\n---\n1436138035984203816\n---\nbettina04385_27038\n---\nHelper\n---\nTrader\n---\nCreator\n---\n[WG] degenspartan\n---\nIt\n---\nVerified\n---\nDesigner\n---\nFr\n---\nutility\n---\nCoder\n---\neliza\n---\n949063485873082388\n---\nnulucredbalegacychain\n---\nHelper\n---\nTrader\n---\nCreator\n---\n[WG] degenspartan\n---\nIt\n---\nVerified\n---\nDesigner\n---\nFr\n---\nutility\n---\nCoder\n---\neliza\n---\n2026-03-23.md\n---\n# elizaOS Discord - 2026-03-23\n\n## Summary\n\n### Multi-Agent Trading System Development\n\nNaman is building a multi-agent autonomous trading system powered by a 200-500B parameter local LLM model for 24/7 cryptocurrency trading. The project seeks an AI/ML technical partner for model optimization, fine-tuning, and performance monitoring in exchange for 10% profit sharing.\n\n### Milady App Development Status\n\nThe milady app remains in active development with the team working through the weekend. Odilitime directly participated in development efforts. No specific release date has been set, with the launch planned for when the application is ready. Multiple community members inquired about the release timeline.\n\n### Token Price Concerns and Community Guidance\n\nCommunity members expressed concerns about significant token price decline from $2.5 to $0.0009. Rainman provided guidance recommending members follow official team updates and noted that 2026 is expected to be a significant year for agentic AI development. The community was advised to hold at current price levels.\n\n### Business Development Outreach\n\nBitMart's listing team reached out seeking business cooperation discussions with core team members. No technical implementation details or concrete decisions were documented regarding this potential partnership.\n\n## FAQ\n\n**Q: When will the milady app be online?**\nA: The app will launch when it's ready. The team worked on it over the weekend with direct involvement from Odilitime, but no specific release date is available yet.\n\n**Q: Do you need chatters to make the group active?**\nA: Not really.\n\n## Help Interactions\n\nHelper: Rainman | Helpee: Community | Context: Community concerns about token price decline from $2.5 to $0.0009 and project viability | Resolution: Advised following official team updates, noted 2026 as the year of agentic AI, recommended holding at current prices.\n\nHelper: Odilitime | Helpee: miaozi | Context: Questions about milady app release timeline | Resolution: Provided transparency that the team worked on it over the weekend with his direct involvement but no specific date is available.\n\n## Action Items\n\n### Technical\n\nMulti-agent autonomous trading system with 200-500B parameter LLM seeking AI/ML partner for deployment optimization, fine-tuning, and performance monitoring (mentioned by naman)\n\n### Features\n\nComplete and launch milady app currently in development with team working through weekend (mentioned by Odilitime)\n---\n2026-03-24.md\n---\nFile not found\n---\n2026-02-15.md\n---\n# Overall Project Weekly Summary (Feb 15 - 21, 2026)\n\nThis week, ElizaOS entered a high-velocity phase as it prepared for its official beta launch. The team successfully cleared a massive backlog of technical hurdles while simultaneously expanding the framework's reach into everyday communication tools like WhatsApp and Gmail. By combining core infrastructure upgrades with new decentralized identity features, the project is positioning itself as a robust, secure, and highly adaptable home for the next generation of AI agents.\n\n## Executive Summary\nElizaOS shifted its focus toward a major beta release, prioritizing user onboarding and platform stability. The project achieved significant milestones by integrating popular messaging and productivity apps and launching new on-chain identity tools for agents on the Solana blockchain.\n\n### Key Strategic Initiatives & Outcomes\n\n**Preparing for the Beta Launch and Beyond**\n*Goal: To ensure the platform is stable, user-friendly, and ready for its first 100 official testers.*\n*   The team cleared dozens of functional blockers in [elizaos/eliza](https://github.com/elizaos/eliza), including fixing dashboard bugs and removing restrictive text limits to improve the user experience.\n*   A new \"Profile Plugin\" was proposed in [elizaos/eliza](https://github.com/elizaos/eliza) to automatically build user profiles from social media, making it easier for new users to get started immediately.\n*   Efforts are underway in [elizaos/eliza](https://github.com/elizaos/eliza) to refine the AI's personality, aiming for a more direct and engaging conversational style for the launch.\n\n**Expanding Agent Reach and Utility**\n*Goal: To allow AI agents to work across more platforms and handle more complex tasks.*\n*   Major integrations were finalized for WhatsApp, Gmail, and the N8N workflow engine in [elizaos/eliza](https://github.com/elizaos/eliza), allowing agents to communicate and automate tasks where users already work.\n*   The [elizaos-plugins/plugin-n8n-workflow](https://github.com/elizaos-plugins/plugin-n8n-workflow) repository added a new \"control panel\" (REST API), giving developers a way to manage complex workflows directly without needing to use natural language.\n*   The plugin registry in [elizaos-plugins/registry](https://github.com/elizaos-plugins/registry) saw a surge in new tools, particularly for Web3 and financial data exchanges.\n\n**Strengthening Security and Decentralization**\n*Goal: To give agents a verifiable identity and ensure the system remains secure as it grows.*\n*   The project introduced the SAID Protocol in [elizaos/eliza](https://github.com/elizaos/eliza) and [elizaos-plugins/registry](https://github.com/elizaos-plugins/registry), which gives agents a \"digital passport\" on the Solana blockchain for secure, verifiable actions.\n*   A security audit was completed for the Model Context Protocol in [elizaos/eliza](https://github.com/elizaos/eliza), ensuring that as agents share information, they do so safely.\n\n**Improving System Health and Maintenance**\n*Goal: To keep the project's \"engine\" running smoothly and make it easier for community members to contribute.*\n*   A major database overhaul was started in [elizaos/eliza](https://github.com/elizaos/eliza) to make the system faster and more reliable for the long term.\n*   Critical fixes to the automated review system in [elizaos-plugins/registry](https://github.com/elizaos-plugins/registry) ensured that outside contributors can have their work checked and merged more quickly.\n*   Routine but essential security updates were performed across the documentation site in [elizaos/elizaos.github.io](https://github.com/elizaos/elizaos.github.io) to keep the project's public face secure.\n\n### Cross-Repository Coordination\n*   **Unified Identity Standards**: The implementation of the SAID Protocol required synchronized work between the core framework [elizaos/eliza](https://github.com/elizaos/eliza) and the [elizaos-plugins/registry](https://github.com/elizaos-plugins/registry) to ensure agents can use their new on-chain identities across all plugins.\n*   **Workflow Automation**: The N8N workflow integration involved coordinated updates in the core repository [elizaos/eliza](https://github.com/elizaos/eliza) and the specific [elizaos-plugins/plugin-n8n-workflow](https://github.com/elizaos-plugins/plugin-n8n-workflow) repo to provide a seamless experience for managing complex AI tasks.\n*   **Automated Maintenance**: The team successfully fixed \"Renovate\" (an automated update tool) in [elizaos/eliza](https://github.com/elizaos/eliza), which now helps keep dependencies across the entire ecosystem up to date automatically.\n\n## Repository Spotlights\n\n### elizaos/eliza\n*   Initiated a major database refactor ([#6509](https://github.com/elizaos/eliza/pull/6509)) to improve long-term system architecture.\n*   Integrated the SAID Protocol for on-chain Solana identity ([#6510](https://github.com/elizaos/eliza/pull/6510)), enabling verifiable agent signatures.\n*   Finalized major integrations for WhatsApp ([#6401](https://github.com/elizaos/eliza/issues/6401)), Gmail ([#6404](https://github.com/elizaos/eliza/issues/6404)), and N8N ([#6429](https://github.com/elizaos/eliza/issues/6429)).\n*   Resolved critical automated update issues ([#6488](https://github.com/elizaos/eliza/issues/6488)) and enabled multi-language dependency management ([#6506](https://github.com/elizaos/eliza/pull/6506), [#6507](https://github.com/elizaos/eliza/pull/6507)).\n*   Added support for the Opus 4.5 model ([#6368](https://github.com/elizaos/eliza/issues/6368)) and Chain-of-Thought reasoning ([#6294](https://github.com/elizaos/eliza/issues/6294)).\n\n### elizaos-plugins/registry\n*   Expanded the ecosystem with new plugins including `@elizaos/plugin-said` ([#264](https://github.com/elizaos-plugins/registry/pull/264)) and several exchange-related tools ([#261](https://github.com/elizaos-plugins/registry/pull/261), [#262](https://github.com/elizaos-plugins/registry/pull/262)).\n*   Fixed a high-priority issue where the automated review system was blocking new contributions ([#259](https://github.com/elizaos-plugins/registry/issues/259)).\n*   Improved support for external contributors by fixing the review process for forked repositories ([#260](https://github.com/elizaos-plugins/registry/pull/260)).\n\n### elizaos-plugins/plugin-n8n-workflow\n*   Launched a comprehensive REST API for direct workflow management and monitoring ([#16](https://github.com/elizaos-plugins/plugin-n8n-workflow/pull/16)).\n*   Fixed a critical bug in how the AI handles workflow properties, ensuring stability even when the AI provides incomplete data ([#18](https://github.com/elizaos-plugins/plugin-n8n-workflow/pull/18)).\n\n### elizaos-plugins/plugin-ollama\n*   Identified and began investigating a community-reported issue regarding embedding failures on Linux environments ([#17](https://github.com/elizaos-plugins/plugin-ollama/issues/17)).\n\n### elizaos/elizaos.github.io\n*   Maintained project health through routine dependency synchronization and version updates ([#242](https://github.com/elizaos/elizaos.github.io/pull/242)).\n---\n2026-02-01.md\n---\nNo activity recorded for 2026-02-01.\n---\n2026-03-24T08:50:04.840289+00:00Z\n---\n2026-03-24\n---\nelizaOS/knowledge\n---\nelizaOS\n---\nknowledge\n---\nai_news_elizaos_discord_md_2026-03-23\n---\nai_news_elizaos_discord_md_2026-03-22\n---\nai_news_elizaos_discord_md_2026-03-21\n---\nai_news_elizaos_daily_json_2026-03-23\n---\nai_news_elizaos_daily_md_2026-03-23\n---\nai_news_elizaos_daily_discord_json_2026-03-23\n---\nai_news_elizaos_daily_discord_md_2026-03-23\n---\ngithub_summaries_week_latest_2026-02-15.md\n---\ngithub_summaries_month_latest_2026-02-01.md\n---\ngithub_summaries_daily_2026-03-24"
  ]
}