{
  "prompt_name": "user-feedback",
  "category": "comms",
  "date": "2026-03-24",
  "generated_text": "## User Feedback Analysis \u2014 2026-03-24 (Based on community feedback through 2026-03-21 to 2026-03-23)\n\n### Data sources covered\n- Discord daily summaries (2026-03-21, 2026-03-22, 2026-03-23)\n- No GitHub issue/PR feedback included in the provided dataset for this date\n\n---\n\n## 1) Pain Point Categorization (Top recurring friction areas)\n\n> Note: Quantification is limited because the dataset is aggregated summaries (not full message logs). Where possible, counts are based on distinct repeated questions/topics explicitly noted as recurring.\n\n### 1. Documentation \u2014 \u201cWhitepaper\u201d confusion + where to find authoritative docs (High frequency, Medium severity)\n**What users report**\n- Repeated question: \u201cWhere is the whitepaper?\u201d (explicitly asked 2026-03-22; implied broader confusion).\n- Users expect token projects to have a traditional whitepaper; elizaOS instead has a GitHub roadmap + an arXiv paper (https://arxiv.org/abs/2501.06781).\n\n**Specific problems affecting most users**\n- Mismatch between crypto-community expectations (\u201cwhitepaper\u201d) and the project\u2019s actual documentation assets (roadmap + academic paper).\n- The \u201cwhat is the canonical source of truth?\u201d question is unresolved for newcomers.\n\n---\n\n### 2. Community / Communication \u2014 Perceived lack of meaningful updates (High frequency, High severity)\n**What users report**\n- Strong criticism that the team is \u201cnot communicating,\u201d despite the team stating there are weekly video updates (\u201ccronjob\u201d) and daily updates in a dedicated channel (2026-03-21).\n- Users indicate updates exist but \u201cdo not address their primary concerns.\u201d\n\n**Specific problems affecting most users**\n- Updates are not answering the questions users care about (token utility, timelines, deliverables).\n- Information is fragmented across channels (Discord updates channel, Twitter, GitHub roadmap, arXiv), increasing perceived opacity.\n\n---\n\n### 3. UX/UI (Product experience) \u2014 No Milady app launch timeline / uncertainty (High frequency, Medium severity)\n**What users report**\n- The Milady app release date question recurs across multiple days (2026-03-22 and multiple inquiries on 2026-03-23).\n- Response is consistent: \u201cwhen it\u2019s ready,\u201d with acknowledgment the team worked all weekend, but no date.\n\n**Specific problems affecting most users**\n- Users don\u2019t know how to track readiness: no public milestones, no beta waitlist status, no checklist of \u201cwhat remains.\u201d\n- Lack of a timeline amplifies broader trust concerns (even if engineering progress is real).\n\n---\n\n### 4. Technical Functionality (Product/Token) \u2014 \u201cWhat is token utility?\u201d is unanswered (High severity, High impact)\n**What users report**\n- Direct repeated questions: \u201cWhat is one use case of this token?\u201d / \u201cWhy should anyone buy the token?\u201d (2026-03-21), unanswered in-thread.\n- Comparisons to competitors (e.g., Virtuals) that are perceived as executing token utility better.\n\n**Specific problems affecting most users**\n- No clearly communicated, shipped token utility tied to product workflows.\n- \u201cBroken promises\u201d perception grows when utility is implied but not concretely delivered.\n\n---\n\n### 5. Community (Market sentiment) \u2014 Token price collapse and \u201cdead project\u201d claims (High severity, Medium frequency)\n**What users report**\n- Community concern: price decline from ~$2.5 to ~$0.0009 (2026-03-23).\n- Guidance from helpers focuses on \u201cfollow official updates / avoid FUD,\u201d but users want causality + recovery plan.\n\n**Specific problems affecting most users**\n- Lack of a crisp, non-speculative explanation of price drivers the team can control (deliverables, listings, utility, transparency).\n- Support responses are motivational rather than informational, which can escalate distrust.\n\n---\n\n### 6. Integration / Business Development \u2014 Exchange listing outreach and expectations (Medium severity, Lower frequency)\n**What users report**\n- BitMart listing team reached out seeking business cooperation contact (2026-03-23).\n- Community also mentions \u201cCEX listings and perpetual futures\u201d as needed for recovery (2026-03-21).\n\n**Specific problems affecting most users**\n- Unclear whether listings are a priority, in progress, or constrained; no public policy on listings.\n- Creates speculation loops that dominate community channels.\n\n---\n\n### 7. Documentation / Conceptual UX \u2014 Ecosystem architecture confusion (Medium severity, Lower frequency but high leverage)\n**What users report**\n- Misunderstanding: whether Milady replaces elizaOS; whether Milady competes with OpenClaw (2026-03-21).\n- Clarification helped: Milady is built on elizaOS; OpenClaw agents can exist within Milady.\n\n**Specific problems affecting most users**\n- Terminology/positioning is confusing for newcomers (OS vs app vs framework vs agents).\n- Lack of a single diagram/page explaining relationships.\n\n---\n\n## 2) Usage Pattern Analysis (Actual vs intended use)\n\n### How users are using elizaOS (observed)\n1. **Agent monetization / autonomous commerce (Web3-native)**\n   - A plugin enables agents to register on an on-chain marketplace, post services, get hired by other agents, and receive payment in AGT (2026-03-22).\n   - This suggests users see elizaOS not only as an agent runtime, but as a *financially autonomous agent economy* platform.\n\n2. **Multi-agent autonomous trading**\n   - Community member building a multi-agent trading system with a very large local LLM (200\u2013500B) for 24/7 crypto trading; seeking optimization + monitoring partner (2026-03-23).\n   - This is a demanding \u201creal production ops\u201d use case: latency, reliability, evaluation, risk controls.\n\n3. **Ecosystem layering: elizaOS (foundation) + apps (Milady)**\n   - Users follow the Milady app as a concrete manifestation of the framework.\n   - In practice, many users evaluate elizaOS through the lens of the Milady app\u2019s readiness, not the framework\u2019s standalone maturity.\n\n### Misalignment vs intended positioning (inferred from questions)\n- Intended: open-source agent framework + ecosystem.\n- Observed: many community members anchor value on **token price, token utility, and flagship app timelines**, and only secondarily on developer experience.\n\n### Emerging / unexpected use cases to support\n- **Agent-to-agent contracting + payments** (marketplace hiring flows).\n- **High-stakes automated trading** with local giant models (needs evaluation harnesses, safety rails, observability).\n\n### Feature requests that align with actual usage patterns\n- Clear token utility tied to real product actions (payments, access, staking for services, fee rebates, etc.).\n- Marketplace primitives: reputation, dispute resolution, service-level definitions, agent capability schemas.\n- Production ops toolchain for multi-agent systems: monitoring, backtesting, rollbacks, rate limits, audit trails.\n\n---\n\n## 3) Implementation Opportunities (2\u20133 concrete solutions per major pain point)\n\n### A) Milady app timeline uncertainty\n**Opportunities**\n1. **Ship a public \u201cRelease Readiness\u201d checklist (no dates required)**\n   - Example items: auth, payments, safety, infra scaling, app store review, beta onboarding.\n   - *Impact:* High (reduces repeated questions); *Difficulty:* Low.\n\n2. **Add a public beta waitlist + status emails/updates**\n   - Even \u201cWave 1/2/3\u201d without dates gives users a way to self-locate.\n   - *Impact:* High; *Difficulty:* Medium.\n\n3. **Weekly release notes with \u201cWhat changed\u201d + \u201cWhat\u2019s next\u201d**\n   - Not just videos\u2014structured notes answering common questions.\n   - Comparable approach: many OSS projects (e.g., Home Assistant-style weekly changelogs) reduce timeline speculation by showing concrete progress.\n   - *Impact:* Medium\u2013High; *Difficulty:* Medium.\n\n---\n\n### B) \u201cNo token utility\u201d / unclear value proposition\n**Opportunities**\n1. **Define 1\u20132 minimal, shippable utilities tied to existing workflows**\n   - Example: marketplace plugin fees paid in AGT; staking to list an agent/service; fee discounts for verified agents.\n   - *Impact:* Very High; *Difficulty:* Medium\u2013High (depends on existing contracts/infrastructure).\n\n2. **Publish a \u201cToken Utility Spec\u201d as a living RFC**\n   - A GitHub repo/page with: goals, non-goals, phased rollout, and what\u2019s already live vs planned.\n   - Comparable approach: Rust RFC process / Ethereum EIPs\u2014reduces ambiguity and channels debate into structured proposals.\n   - *Impact:* High; *Difficulty:* Medium.\n\n3. **Instrument and publish utility metrics**\n   - E.g., number of marketplace registrations, services posted, agent-to-agent hires, volume settled.\n   - *Impact:* High (credibility); *Difficulty:* Medium.\n\n---\n\n### C) Perceived lack of meaningful communication (updates exist but don\u2019t answer core questions)\n**Opportunities**\n1. **Create a \u201cTop Questions\u201d pinned FAQ that is updated weekly**\n   - Include: Milady status, token utility status, listings policy, roadmap links, architecture diagram.\n   - *Impact:* High; *Difficulty:* Low.\n\n2. **Run a monthly community AMA with pre-collected questions + written recap**\n   - Collect questions via form; publish answers even if \u201ccan\u2019t share yet.\u201d\n   - Comparable approach: many OSS foundations convert Discord noise into structured Q&A and a durable artifact.\n   - *Impact:* Medium\u2013High; *Difficulty:* Medium.\n\n3. **Single \u201cSource of Truth\u201d landing page**\n   - One page linking: updates channel, roadmap, arXiv, docs, Milady status, plugins registry.\n   - *Impact:* High; *Difficulty:* Low.\n\n---\n\n### D) \u201cWhitepaper\u201d confusion / documentation expectations\n**Opportunities**\n1. **Add a \u201cNo whitepaper\u2014here\u2019s what we have instead\u201d doc page**\n   - Include a 1-page narrative: what elizaOS is, why arXiv paper exists, what roadmap covers.\n   - *Impact:* High; *Difficulty:* Low.\n\n2. **Rename/position the arXiv paper as \u201cTechnical paper\u201d and roadmap as \u201cProduct roadmap\u201d**\n   - Users struggle when \u201cpaper\u201d is assumed to be tokenomics.\n   - *Impact:* Medium; *Difficulty:* Low.\n\n3. **Add an onboarding path: Investor/community vs Developer**\n   - Two tracks reduce cross-talk and repeated questions.\n   - *Impact:* Medium\u2013High; *Difficulty:* Medium.\n\n---\n\n### E) Ecosystem architecture confusion (elizaOS vs Milady vs OpenClaw)\n**Opportunities**\n1. **Publish a simple architecture diagram**\n   - \u201celizaOS (framework/runtime) \u2192 apps like Milady \u2192 agent packages like OpenClaw \u2192 plugins/registries.\u201d\n   - *Impact:* High (high leverage); *Difficulty:* Low.\n\n2. **Add a glossary: OS/framework/app/agent/plugin**\n   - *Impact:* Medium; *Difficulty:* Low.\n\n3. **Add a \u201cHow to build an app on elizaOS\u201d page using Milady as example**\n   - *Impact:* Medium\u2013High; *Difficulty:* Medium.\n\n---\n\n### F) Exchange listings speculation (BitMart outreach, CEX/perps requests)\n**Opportunities**\n1. **Publish a listings communications policy**\n   - What the team can/can\u2019t share, what milestones must exist before listings, and where updates will appear.\n   - *Impact:* Medium\u2013High; *Difficulty:* Low.\n\n2. **Create a \u201cBusiness Dev inbox\u201d + public partner intake form**\n   - Prevents random outreach getting lost in Discord.\n   - *Impact:* Medium; *Difficulty:* Low\u2013Medium.\n\n---\n\n## 4) Communication Gaps (Expectations vs reality)\n\n### Recurring expectation mismatches\n- **Expectation:** Token has a conventional whitepaper and clear tokenomics narrative.  \n  **Reality:** No traditional whitepaper; references are GitHub roadmap + arXiv paper.\n\n- **Expectation:** Flagship app (Milady) has at least an approximate timeline.  \n  **Reality:** \u201cWhen it\u2019s ready,\u201d with no public milestone tracking.\n\n- **Expectation:** Regular updates should answer token utility and roadmap questions.  \n  **Reality:** Updates exist (daily channel + weekly videos) but are perceived as not addressing the \u201cwhy/when/what utility\u201d concerns.\n\n### Recurring questions that indicate onboarding gaps\n- \u201cWhere is the whitepaper?\u201d\n- \u201cWhen will Milady be online?\u201d\n- \u201cWhat is token utility / why buy the token?\u201d\n- \u201cDoes Milady replace elizaOS? Does it compete with OpenClaw?\u201d\n\n### Specific improvements to align expectations\n- Add a pinned \u201cStart here\u201d post that routes users by intent (Developer / Community / Token / Partners).\n- Weekly \u201cstate of the project\u201d post with a fixed section order (Milady, elizaOS core, plugins, token utility, partnerships/listings policy).\n- Replace vague answers (\u201cwhen ready\u201d) with milestone-based progress (\u201cX of Y blockers complete\u201d).\n\n---\n\n## 5) Community Engagement Insights\n\n### Power users / key contributors observed (and their needs)\n- **Odilitime (core team):** Acts as main real-time communicator and occasionally contributes directly to development; needs scalable comms artifacts to avoid repeating answers.\n- **Rainman (helper):** Moderation/support role, fighting FUD; needs official shareable links and a canonical FAQ to reduce emotional labor.\n- **sb:** Provides high-leverage technical clarifications (architecture); needs a durable place to store these explanations (docs).\n- **TraderTomson:** Shipping ecosystem plugins (agent monetization); needs integration guidance, security review patterns, and distribution support.\n- **Naman:** Pushing advanced production use cases (multi-agent trading with local giant models); needs performance guidance, evaluation/monitoring tooling, and best practices.\n\n### Newcomer questions signaling friction\n- Documentation discoverability (\u201cwhitepaper\u201d)\n- Product readiness (Milady timing)\n- Conceptual mapping (what relates to what)\n- Value proposition and token utility\n\n### Converting passive users into active contributors\n- Create \u201cgood first issue\u201d tasks specifically on docs: architecture diagram, FAQ, onboarding page.\n- Offer \u201cplugin spotlight\u201d sessions (15 min demos) and a template repo for plugin authors.\n- Turn repeated Discord Qs into GitHub Discussions threads with accepted answers (reduces repeated churn).\n\n---\n\n## 6) Feedback Collection Improvements\n\n### Current channel effectiveness (as evidenced by dataset)\n- **Discord** is capturing sentiment and recurring questions, but feedback is **unstructured** and easily dominated by price discourse.\n- **GitHub** is referenced (roadmap), but the provided dataset contains **no structured issue feedback** for this date\u2014suggesting a gap between user pain and formal tracking.\n\n### Improvements for more structured, actionable feedback\n1. **Weekly \u201cFeedback triage\u201d thread (Discord \u2192 GitHub)**\n   - Mods/helpers summarize top issues; team labels them as: docs/product/infra/token/ecosystem.\n\n2. **Short survey form linked in Discord pins**\n   - Fields: user type (dev/trader/plugin author/investor), top blocker, what they tried, desired outcome.\n\n3. **Issue templates for docs + onboarding**\n   - Specifically for: \u201cI looked for X and couldn\u2019t find it\u201d and \u201cI don\u2019t understand how A relates to B.\u201d\n\n### Underrepresented user segments (missing feedback)\n- Developers actively building on elizaOS (beyond a few named users): little concrete DX feedback appears in this dataset.\n- Non-crypto users evaluating elizaOS purely as an agent framework (no signal present).\n- Integrators using WhatsApp/Gmail/N8N-style workflows (mentioned in older weekly summary, but not present in current feedback slice).\n\n---\n\n## Prioritized High-Impact Actions (Next 3\u20135)\n\n1. **Publish a pinned, continuously updated \u201cStart Here + FAQ\u201d that directly answers the top 5 recurring questions**  \n   (whitepaper, Milady status, token utility status, where updates live, architecture relationships).  \n   *Impact:* High | *Effort:* Low\n\n2. **Replace date-based Milady questions with milestone-based transparency: public readiness checklist + weekly written release notes**  \n   *Impact:* High | *Effort:* Low\u2013Medium\n\n3. **Create a Token Utility RFC (living spec) and commit to a phased delivery plan with measurable metrics**  \n   *Impact:* Very High | *Effort:* Medium\n\n4. **Publish a one-page ecosystem architecture diagram + glossary (elizaOS vs Milady vs OpenClaw vs plugins)**  \n   *Impact:* High | *Effort:* Low\n\n5. **Implement structured feedback intake (Discord triage \u2192 GitHub Discussions/issues + monthly AMA with written recap)**  \n   *Impact:* Medium\u2013High | *Effort:* Medium",
  "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"
  ]
}