{
  "prompt_name": "intel",
  "category": "strategy",
  "date": "2026-03-25",
  "generated_text": "## Intel \u2014 2026-03-25 (ElizaOS)\n\n### 1) Data Pattern Recognition\n\n**Development velocity (community-visible)**\n- **Net-new technical deliverables disclosed (24h): 1**  \n  - *Pythia MCP server* released (on-chain indicators via Chainlink on Polygon; 13 tokens \u00d7 4 timeframes; indicators include EMA/RSI/VWAP/Bollinger/volatility; no API keys/off-chain pipeline).\n- **Security events disclosed (24h): 1 critical**  \n  - *litellm 1.82.8 PyPI supply-chain attack* (credential harvesting via `.pth`, lateral movement attempts).\n- **\u201cShipping signal\u201d vs. \u201cstatus ambiguity\u201d trend:**  \n  - Shipping: Pythia MCP server is concrete, installable, testnet available.  \n  - Ambiguity: Milady app timeline remains \u201cwhen ready\u201d with repeated user prompting; creates uncertainty drag.\n\n**Community engagement patterns**\n- **Partnership/event activity increased:**  \n  - **Partnerships announced: 1** (Nosana \u00d7 ElizaOS) launching **today (Mar 25)**.  \n  - **Workshops scheduled: 2** (Mar 26, Apr 2).  \n  - **Hackathon announced: 1** (AI Sprint, Apr 1\u201330, $50k prize pool).  \n  - **UGC contest announced: 1** (MiladyAI short videos; $150 + $150 Milady BSC tokens).\n- **Channel mix:** discussion channel skewed toward announcements + price talk; coders channel had one meaningful technical drop + one security alert; otherwise low technical throughput.\n\n**Feature adoption indicators (leading, not lagging)**\n- Likely near-term adoption spikes around:\n  - **Nosana Builders\u2019 Challenge start (today)** \u2192 onboarding load + support demand.  \n  - **Pythia MCP** \u2192 integration inquiries from DeFi/agent builders.  \n- Adoption friction risk: absence of \u201cofficial/endorsed integrations list\u201d and \u201cblessed security posture\u201d may slow confident uptake.\n\n**Pain point correlation across channels**\n- **Trust & safety:** supply-chain attack news + token price pessimism co-occur \u2192 amplifies perceived project risk (even if unrelated technically).\n- **Comms & legitimacy:** inbound collaboration requests + clarification that some responders are not official \u2192 repeated brand/authentication risk.\n- **Product readiness ambiguity:** repeated Milady app questions + promotional contests \u2192 marketing pressure ahead of clarity can backfire.\n\n---\n\n### 2) User Experience Intelligence\n\n**Feedback themes (categorized by impact)**\n\n**High impact**\n- **Security assurance gap (dependency hygiene):** community alerted to litellm compromise; implies builders fear \u201cunsafe defaults.\u201d  \n  - UX implication: developers want a clear \u201csafe versions / denylist / SBOM\u201d stance.\n- **Official contact & representation ambiguity:** at least **1** explicit incident where a non-representative responded to partnership inquiry; corrected by core mod.  \n  - UX implication: partners need a canonical intake path; community needs verification cues.\n\n**Medium impact**\n- **Builder enablement demand:** workshops + hackathons show strong appetite for \u201cfast start\u201d patterns and reference agents.  \n  - UX implication: docs and starter templates become the main conversion lever.\n- **On-chain data access usability:** Pythia MCP removes API keys/off-chain plumbing; strong UX win if made \u201cdrop-in\u201d with examples.\n\n**Low-to-medium impact (but persistent sentiment drag)**\n- **Token price discussion & pessimism:** recurring pattern narratives; negative sentiment expressed.  \n  - UX implication: distracts technical channels; can reduce builder retention unless redirected toward shipping/value updates.\n\n**Observed usage patterns vs intended design**\n- Users treat Discord as:\n  - (a) an official BD front door, and  \n  - (b) a product status tracker (Milady)  \n  More than as a technical support forum\u2014except when major tools/security issues appear.\n\n**Implementation opportunities**\n- \u201cBuilder Path\u201d packaging: Pythia MCP + marketplace monetization plugin (AGT/Base) + agent templates \u2192 coherent \u201cbuild \u2192 deploy \u2192 monetize\u201d story for challenges/hackathons.\n- \u201cSecurity posture\u201d packaging: dependency denylist + pinned advisories + CI checks \u2192 reduces friction for enterprise/builder adoption.\n\n**Community sentiment (directional)**\n- **Builder sentiment:** positive/curious around Pythia MCP + events.\n- **Investor sentiment:** negative/uncertain due to price action chatter.\n- **Overall:** mixed; technical credibility rising, narrative control around token/roadmap needs tightening.\n\n---\n\n### 3) Strategic Prioritization (Impact \u00d7 Risk \u00d7 Dependencies)\n\n#### Priority A \u2014 Immediate (0\u201372h)\n1) **Supply-chain incident response: litellm 1.82.8**\n   - **User impact:** High (prevents credential theft among builders running agent stacks).  \n   - **Technical risk:** Medium (requires audit + comms + CI rules).  \n   - **Actions**\n     - Publish a **pinned security advisory**: affected versions, mitigation steps, recommended safe versions, and verification commands.\n     - Add **dependency denylist / CI guardrail** (block known malicious versions) across core repos and reference templates.\n     - Create a lightweight **SBOM + \u201cKnown Safe\u201d matrix** for common stacks (python/node), updated as advisories appear.\n   - **Owner suggestion:** Core dev + Community Ops (for dissemination).\n\n2) **Nosana Builders\u2019 Challenge launch support readiness (today)**\n   - **User impact:** High (first impressions; conversion to long-term builders).  \n   - **Technical risk:** Low\u2013Medium (mostly enablement + triage).  \n   - **Actions**\n     - Stand up a **single \u201cChallenge Start Here\u201d doc**: environment setup, recommended plugins, common errors, and support escalation.\n     - Create a **triage rota** for the next 7 days (esp. around Mar 26 workshop).\n\n#### Priority B \u2014 Near-term (3\u201314 days)\n3) **Productize Pythia MCP as an \u201cofficial integration path\u201d**\n   - **User impact:** High for DeFi/agent builders; reduces API friction materially.  \n   - **Technical risk:** Medium (compatibility, maintenance, data correctness expectations).  \n   - **Dependencies:** define plugin registry entry/endorsement criteria; examples in docs.  \n   - **Actions**\n     - Provide an **ElizaOS reference agent** that calls Pythia MCP (1\u20132 end-to-end examples: \u201cmarket regime summarizer\u201d, \u201crisk guardrails\u201d).\n     - Add **observability guidance** (rate limits, caching, failure modes, testnet\u2192mainnet toggles).\n     - Decide whether to **bless** it as \u201ccommunity plugin\u201d vs \u201ccore-supported.\u201d\n\n4) **Official partnership / collaboration intake hardening**\n   - **User impact:** Medium\u2013High (reduces confusion, prevents impersonation).  \n   - **Technical risk:** Low.  \n   - **Actions**\n     - Publish a canonical **\u201cContact for Partnerships\u201d** page + Discord pinned post.\n     - Add **verification cues** (roles, signed message, or an \u201cofficial accounts\u201d list).\n\n#### Priority C \u2014 Manage (2\u20136 weeks)\n5) **Milady app status communication framework**\n   - **User impact:** Medium (reduces repeated questions and rumor cycles).  \n   - **Technical risk:** Low.  \n   - **Actions**\n     - Share a **public checklist-based status** (alpha/beta gates) without promising dates.\n     - Align promotional contests with **what\u2019s actually shippable** (avoid over-marketing if onboarding isn\u2019t ready).\n\n---\n\n## Quant Snapshot (last 24h from available data)\n- Partnerships announced: **1** (Nosana \u00d7 ElizaOS; starts **Mar 25**)  \n- Workshops announced: **2** (Mar 26, Apr 2)  \n- Hackathons announced: **1** (Apr 1\u201330; **$50k** pool)  \n- UGC contests announced: **1** (MiladyAI short videos; **$150 + $150** tokens)  \n- New technical tool releases disclosed: **1** (Pythia MCP server)  \n- Critical security alerts disclosed: **1** (litellm 1.82.8)  \n- BizDev inbound leads noted (recent): **2** (Coin Post; BitMart listing outreach)\n\n---\n\n## Actionable Recommendations (resource allocation)\n- **Allocate 1 security owner (0.5\u20131.0 day)** to push advisory + dependency guardrails today.\n- **Allocate 1 DX/docs owner (1\u20132 days)** to produce \u201cChallenge Start Here\u201d + Pythia MCP reference agent walkthrough.\n- **Allocate 1 Community Ops owner (ongoing for 7 days)** for Nosana challenge triage + workshop coordination.\n- **Allocate 0.5 day** to publish official BD contact/verification page and pin it in Discord.\n\n---\n\n## Watchlist (next signals to monitor)\n- Workshop attendance/support volume (Mar 26) \u2192 indicates onboarding friction hotspots.\n- Any reports of compromised environments from litellm attack \u2192 triggers incident escalation.\n- Uptake of Pythia MCP in agent demos/submissions \u2192 validates \u201con-chain data\u201d as a core builder need.\n- Continued token-price doom loops in main channels \u2192 consider tighter channel routing/moderation to protect builder focus.",
  "source_references": [
    "2026-03-25\n---\n2026-03-24.md\n---\n# elizaOS Discord - 2026-03-24\n\n## Summary\n\n### Partnership Announcements\n\nDenis, representing Nosana's ecosystem and community, announced a partnership between Nosana and ElizaOS for the Nosana Builders' Challenge launching on March 25. The initiative includes two workshops scheduled for March 26 and April 2 to help builders develop AI agents efficiently. Denis offered direct support for participants encountering issues during the challenge.\n\n### On-Chain Data Infrastructure\n\nIvan Jeremic released the Pythia MCP server, a tool enabling AI agents to query live on-chain market indicators directly from blockchain oracles. The implementation uses Chainlink oracles on Polygon to provide verifiable on-chain data for 13 tokens across 4 timeframes. The system includes technical indicators like EMA, RSI, VWAP, Bollinger Bands, and volatility metrics. The key advantage is eliminating the need for API keys or off-chain data pipelines, making it useful for DeFi agent operations requiring market context.\n\n### Security Concerns\n\nDorianD raised awareness about a supply chain attack on litellm-pypi, which Odilitime acknowledged. This represents an important security consideration for the community regarding dependency management.\n\n### Market Sentiment\n\nCommunity members discussed the Eliza token's price performance. Gby analyzed a recurring pattern of drops followed by 20-30% pumps before dumping to new all-time lows. Ame expressed pessimistic sentiment about the token's future performance.\n\n### Business Development\n\nCoin Post inquired about collaboration opportunities with Eliza OS. Odilitime clarified that gelgit.eth does not officially represent the project after gelgit.eth initially responded to the inquiry.\n\n## FAQ\n\n**Q: Will milady join this?**\nA: Unanswered\n\n**Q: Who should I contact to discuss collaboration with Eliza OS?**\nA: Odilitime clarified that gelgit.eth does not represent the project\n\n**Q: How can AI agents query on-chain market indicators without API keys?**\nA: Use the Pythia MCP server via pip install pythia-oracle-mcp, which queries Chainlink oracles on Polygon\n\n## Help Interactions\n\nDenis offered support to the community for the Nosana Builders' Challenge, announcing availability to help anyone who gets stuck, with workshops scheduled for March 26 and April 2.\n\nIvan Jeremic provided the community with a solution for AI agents to access on-chain market data without API dependencies by releasing the Pythia MCP server with free testnet and offering integration assistance.\n\nDorianD alerted the community about security awareness regarding supply chain vulnerabilities by sharing information about the litellm-pypi supply chain attack.\n\n## Action Items\n\n### Technical\n\nEvaluate security implications of litellm-pypi supply chain attack for project dependencies (mentioned by DorianD)\n\n### Features\n\nNosana Builders' Challenge launching with ElizaOS partnership (mentioned by Denis)\n\nPythia MCP server available for integration - provides on-chain market indicators via Chainlink oracles on Polygon (mentioned by Ivan Jeremic)\n\n### Documentation\n\nWorkshops on March 26 and April 2 for building AI agents efficiently (mentioned by Denis)\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---\n2026-03-24.json\n---\nelizaosDailySummary\n---\nDaily Report - 2026-03-24\n---\nElizaOS Community Updates - March 24, 2026\n---\nCommunity member dEXploarer announced a contest offering $150 in prizes and $150 in Milady BSC tokens for the best MiladyAI short video submissions, with a minimum length of 10 seconds. The videos should preferably feature community characters and are intended for both community engagement and app promotion. ElizaBAO shared news about an upcoming AI Sprint hackathon in collaboration with BNBChain, Unibase AI, pieverse, dgrid ai, MYX Finance, and TagAIDAO. The global online hackathon runs from April 1-30, 2026, with a $50,000 prize pool open to developers and AI enthusiasts.\n---\nhttps://discord.com/channels/1253563208833433701/1253563209462448241\n---\nhttps://cdn.elizaos.news/elizaos-media/embed-image-1485877139592052757_8e0c8b92.jpg\n---\nhttps://cdn.elizaos.news/elizaos-media/embed-image-1485972838384013332_725346e0.jpg\n---\nDenis from Nosana introduced himself as the ecosystem and community representative, announcing their partnership with ElizaOS for the Nosana Builders Challenge starting March 25. The team will host workshops on March 26 and April 2 to help participants maximize efficiency in building AI agents. Denis offered support for anyone needing help during the challenge. Some community members expressed concerns about Eliza token price performance, with observations about recurring patterns of drops followed by brief pumps and new all-time lows.\n---\nhttps://discord.com/channels/1253563208833433701/1253563209462448241\n---\nhttps://cdn.elizaos.news/posters/1774400918916-ai89rs.jpg\n---\nIn the coders channel, a representative from a crypto media network with 2M+ audience across Telegram, YouTube, and X proposed a collaboration with Eliza OS. However, Odilitime clarified that the person who responded does not represent the project. Ivan Jeremic announced the development of a Pythia MCP server that enables AI agents to query live on-chain market indicators including EMA, RSI, VWAP, Bollinger Bands, and volatility without requiring API keys or off-chain data pipelines. The data comes from a Chainlink oracle on Polygon covering 13 tokens across 4 timeframes, with a free testnet available.\n---\nhttps://discord.com/channels/1253563208833433701/1300025221834739744\n---\nhttps://cdn.elizaos.news/posters/1774400938697-zuip1m.jpg\n---\nDorianD shared a critical security alert about a supply chain attack in litellm version 1.82.8 on PyPI. The malicious package contains a .pth file that harvests SSH keys, cloud credentials, and secrets on every Python startup, and attempts lateral movement across Kubernetes clusters. Odilitime confirmed awareness of the security issue.\n---\nhttps://discord.com/channels/1253563208833433701/1300025221834739744\n---\nhttps://cdn.elizaos.news/elizaos-media/embed-thumbnail-1486113855628378302_adf272e1.webp\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---\n918853893100806164\n---\ndoriand0963\n---\nPartner\n---\nTrader\n---\nCreator\n---\n[WG] degenspartan\n---\nVerified\n---\nDesigner\n---\nutility\n---\nCoder\n---\neliza\n---\n1483419974319210568\n---\nivanjeremic.c3x_18863\n---\nVerified\n---\nCoder\n---\nutility\n---\neliza\n---\n700227417859555368\n---\ngtham4769\n---\nVerified\n---\nPoker\n---\n982219364075970580\n---\ncoin_post\n---\nVerified\n---\nCoder\n---\nutility\n---\neliza\n---\n1450669082343903272\n---\ngby_17\n---\nHelper\n---\nTrader\n---\nCreator\n---\n[WG] degenspartan\n---\nDesigner\n---\nutility\n---\nCoder\n---\neliza\n---\n1412898012652638239\n---\nseed_bawa1\n---\nHelper\n---\nTrader\n---\nCreator\n---\n[WG] degenspartan\n---\nVerified\n---\nDesigner\n---\nutility\n---\nCoder\n---\neliza\n---\n291346487315529729\n---\nericrivera9124\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---\n1217012270287028286\n---\nissaarts\n---\nVerified\n---\nDesigner\n---\nutility\n---\nCoder\n---\neliza\n---\n1216999763573211189\n---\nmartin_net6\n---\nHelper\n---\nTrader\n---\nCreator\n---\n[WG] degenspartan\n---\nVerified\n---\nDesigner\n---\nutility\n---\nCoder\n---\neliza\n---\n313989482221273088\n---\ndenis255\n---\nHelper\n---\nTrader\n---\nCreator\n---\n[WG] degenspartan\n---\nVerified\n---\nutility\n---\nCoder\n---\neliza\n---\n1145799584497533039\n---\nacaradenft\n---\nTrader\n---\nutility\n---\n1484588964315660500\n---\name05230523\n---\nTrader\n---\nCreator\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---\n1096416164751622165\n---\ntarawolf\n---\nTrader\n---\nVerified\n---\nDev School Student\n---\nBooster\n---\nDesigner\n---\nCoder\n---\n423540200849932289\n---\nnoderunner12\n---\n458148462639316993\n---\ndexploarer\n---\nHelper\n---\nTrader\n---\nelizaOS Tester\n---\nVIP\n---\nContributor\n---\nVerified\n---\nPoker\n---\nCoder\n---\n2026-03-24.md\n---\n## ElizaOS Community Updates - March 24, 2026\n\n### Community Contests and Events\n\n- dEXploarer announced a contest with $150 in prizes and $150 in Milady BSC tokens for the best MiladyAI short video submissions\n- Videos must be minimum 10 seconds in length and preferably feature community characters\n- Contest aims to promote both community engagement and app promotion\n\n### Hackathons and Partnerships\n\n- ElizaBAO announced an AI Sprint hackathon in collaboration with BNBChain, Unibase AI, pieverse, dgrid ai, MYX Finance, and TagAIDAO\n- Global online hackathon scheduled for April 1-30, 2026\n- $50,000 prize pool available for developers and AI enthusiasts\n- Denis from Nosana introduced himself as ecosystem and community representative\n- Nosana partnership with ElizaOS confirmed for the Nosana Builders Challenge starting March 25\n- Workshops scheduled for March 26 and April 2 to help participants build AI agents efficiently\n\n### Technical Developments\n\n- Ivan Jeremic announced development of a Pythia MCP server\n- Server enables AI agents to query live on-chain market indicators including EMA, RSI, VWAP, Bollinger Bands, and volatility\n- System operates without requiring API keys or off-chain data pipelines\n- Data sourced from Chainlink oracle on Polygon covering 13 tokens across 4 timeframes\n- Free testnet available for testing\n\n### Security Alerts\n\n- DorianD shared critical security alert about supply chain attack in litellm version 1.82.8 on PyPI\n- Malicious package contains .pth file that harvests SSH keys, cloud credentials, and secrets on every Python startup\n- Attack attempts lateral movement across Kubernetes clusters\n- Odilitime confirmed awareness of the security issue\n\n### Community Management\n\n- Odilitime clarified that a person responding to a crypto media network collaboration proposal does not represent the project\n---\n2026-03-24.json\n---\nelizaOS\n---\nelizaOS Discord - 2026-03-24\n---\n1253563209462448241\n---\n\ud83d\udcac-discussion\n---\n# Discord Channel Analysis: \ud83d\udcac-discussion\n\n## 1. Summary\n\nThis chat segment contains minimal technical discussion, primarily consisting of introductions and general community interaction. The most significant contribution came from Denis, who introduced himself as the ecosystem and community representative for Nosana. He announced a partnership between Nosana and ElizaOS for the Nosana Builders' Challenge launching the following day. Denis offered community support for participants who encounter issues and announced two workshops scheduled for March 26 and April 2 to help builders maximize efficiency in developing AI agents.\n\nThe chat also included market sentiment discussion from gby, who analyzed the Eliza token's price pattern, noting a recurring cycle of drops followed by 20-30% pumps before dumping to new all-time lows. Ame expressed pessimistic sentiment about the token's future performance.\n\nThe remainder of the chat consisted of greetings, social media link sharing, and a promotional offer from Issa_arts for meme creation and marketing services. No concrete technical implementations, code discussions, or problem-solving occurred during this segment.\n\n## 2. FAQ\n\nQ: Will milady join this? (asked by Martin \u5948\u7279\uff08\u7834\u4ea7\u7248\uff09) A: Unanswered\n\n## 3. Help Interactions\n\nHelper: Denis | Helpee: Community | Context: Offering support for Nosana Builders' Challenge participants | Resolution: Announced availability to help anyone who gets stuck, with workshops scheduled for March 26 and April 2\n\n## 4. Action Items\n\nType: Feature | Description: Nosana Builders' Challenge launching with ElizaOS partnership | Mentioned By: Denis\nType: Documentation | Description: Workshops on March 26 and April 2 for building AI agents efficiently | Mentioned By: Denis\n---\n1300025221834739744\n---\n\ud83d\udcac-coders\n---\n# Discord Channel Analysis: \ud83d\udcac-coders\n\n## 1. Summary\n\nThe channel had minimal technical discussion during this period. The most significant technical contribution came from Ivan Jeremic, who announced the release of a Pythia MCP server - a tool enabling AI agents to query live on-chain market indicators directly from blockchain oracles. The implementation uses Chainlink oracles on Polygon to provide verifiable on-chain data for 13 tokens across 4 timeframes, including technical indicators like EMA, RSI, VWAP, Bollinger Bands, and volatility metrics. The key advantage is eliminating the need for API keys or off-chain data pipelines, making it useful for DeFi agent operations requiring market context.\n\nA security concern was raised by DorianD regarding a supply chain attack on litellm-pypi, which Odilitime acknowledged awareness of. This represents an important security consideration for the community.\n\nThe channel also saw a business development inquiry from Coin Post about collaboration opportunities, which gelgit.eth initially responded to before Odilitime clarified that gelgit.eth does not represent the project officially.\n\n## 2. FAQ\n\nQ: Who should I contact to discuss collaboration with Eliza OS? (asked by Coin Post) A: Odilitime clarified that gelgit.eth does not represent the project (answered by Odilitime)\n\nQ: How can AI agents query on-chain market indicators without API keys? (asked by Ivan Jeremic) A: Use the Pythia MCP server via pip install pythia-oracle-mcp, which queries Chainlink oracles on Polygon (answered by Ivan Jeremic)\n\n## 3. Help Interactions\n\nHelper: Ivan Jeremic | Helpee: Community | Context: Need for AI agents to access on-chain market data without API dependencies | Resolution: Released Pythia MCP server with free testnet and offered integration assistance\n\nHelper: DorianD | Helpee: Community | Context: Security awareness about supply chain vulnerabilities | Resolution: Shared information about litellm-pypi supply chain attack\n\n## 4. Action Items\n\nType: Technical | Description: Evaluate security implications of litellm-pypi supply chain attack for project dependencies | Mentioned By: DorianD\n\nType: Feature | Description: Pythia MCP server available for integration - provides on-chain market indicators via Chainlink oracles on Polygon | Mentioned By: Ivan Jeremic\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---\n918853893100806164\n---\ndoriand0963\n---\nPartner\n---\nTrader\n---\nCreator\n---\n[WG] degenspartan\n---\nVerified\n---\nDesigner\n---\nutility\n---\nCoder\n---\neliza\n---\n1483419974319210568\n---\nivanjeremic.c3x_18863\n---\nVerified\n---\nCoder\n---\nutility\n---\neliza\n---\n700227417859555368\n---\ngtham4769\n---\nVerified\n---\nPoker\n---\n982219364075970580\n---\ncoin_post\n---\nVerified\n---\nCoder\n---\nutility\n---\neliza\n---\n1450669082343903272\n---\ngby_17\n---\nHelper\n---\nTrader\n---\nCreator\n---\n[WG] degenspartan\n---\nDesigner\n---\nutility\n---\nCoder\n---\neliza\n---\n1412898012652638239\n---\nseed_bawa1\n---\nHelper\n---\nTrader\n---\nCreator\n---\n[WG] degenspartan\n---\nVerified\n---\nDesigner\n---\nutility\n---\nCoder\n---\neliza\n---\n291346487315529729\n---\nericrivera9124\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---\n1217012270287028286\n---\nissaarts\n---\nVerified\n---\nDesigner\n---\nutility\n---\nCoder\n---\neliza\n---\n1216999763573211189\n---\nmartin_net6\n---\nHelper\n---\nTrader\n---\nCreator\n---\n[WG] degenspartan\n---\nVerified\n---\nDesigner\n---\nutility\n---\nCoder\n---\neliza\n---\n313989482221273088\n---\ndenis255\n---\nHelper\n---\nTrader\n---\nCreator\n---\n[WG] degenspartan\n---\nVerified\n---\nutility\n---\nCoder\n---\neliza\n---\n1145799584497533039\n---\nacaradenft\n---\nTrader\n---\nutility\n---\n1484588964315660500\n---\name05230523\n---\nTrader\n---\nCreator\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---\n1096416164751622165\n---\ntarawolf\n---\nTrader\n---\nVerified\n---\nDev School Student\n---\nBooster\n---\nDesigner\n---\nCoder\n---\n423540200849932289\n---\nnoderunner12\n---\n458148462639316993\n---\ndexploarer\n---\nHelper\n---\nTrader\n---\nelizaOS Tester\n---\nVIP\n---\nContributor\n---\nVerified\n---\nPoker\n---\nCoder\n---\n2026-03-24.md\n---\n# elizaOS Discord - 2026-03-24\n\n## Summary\n\n### Partnership Announcements\n\nDenis, representing Nosana's ecosystem and community, announced a partnership between Nosana and ElizaOS for the Nosana Builders' Challenge launching on March 25. The initiative includes two workshops scheduled for March 26 and April 2 to help builders develop AI agents efficiently. Denis offered direct support for participants encountering issues during the challenge.\n\n### On-Chain Data Infrastructure\n\nIvan Jeremic released the Pythia MCP server, a tool enabling AI agents to query live on-chain market indicators directly from blockchain oracles. The implementation uses Chainlink oracles on Polygon to provide verifiable on-chain data for 13 tokens across 4 timeframes. The system includes technical indicators like EMA, RSI, VWAP, Bollinger Bands, and volatility metrics. The key advantage is eliminating the need for API keys or off-chain data pipelines, making it useful for DeFi agent operations requiring market context.\n\n### Security Concerns\n\nDorianD raised awareness about a supply chain attack on litellm-pypi, which Odilitime acknowledged. This represents an important security consideration for the community regarding dependency management.\n\n### Market Sentiment\n\nCommunity members discussed the Eliza token's price performance. Gby analyzed a recurring pattern of drops followed by 20-30% pumps before dumping to new all-time lows. Ame expressed pessimistic sentiment about the token's future performance.\n\n### Business Development\n\nCoin Post inquired about collaboration opportunities with Eliza OS. Odilitime clarified that gelgit.eth does not officially represent the project after gelgit.eth initially responded to the inquiry.\n\n## FAQ\n\n**Q: Will milady join this?**\nA: Unanswered\n\n**Q: Who should I contact to discuss collaboration with Eliza OS?**\nA: Odilitime clarified that gelgit.eth does not represent the project\n\n**Q: How can AI agents query on-chain market indicators without API keys?**\nA: Use the Pythia MCP server via pip install pythia-oracle-mcp, which queries Chainlink oracles on Polygon\n\n## Help Interactions\n\nDenis offered support to the community for the Nosana Builders' Challenge, announcing availability to help anyone who gets stuck, with workshops scheduled for March 26 and April 2.\n\nIvan Jeremic provided the community with a solution for AI agents to access on-chain market data without API dependencies by releasing the Pythia MCP server with free testnet and offering integration assistance.\n\nDorianD alerted the community about security awareness regarding supply chain vulnerabilities by sharing information about the litellm-pypi supply chain attack.\n\n## Action Items\n\n### Technical\n\nEvaluate security implications of litellm-pypi supply chain attack for project dependencies (mentioned by DorianD)\n\n### Features\n\nNosana Builders' Challenge launching with ElizaOS partnership (mentioned by Denis)\n\nPythia MCP server available for integration - provides on-chain market indicators via Chainlink oracles on Polygon (mentioned by Ivan Jeremic)\n\n### Documentation\n\nWorkshops on March 26 and April 2 for building AI agents efficiently (mentioned by Denis)\n---\n2026-03-25.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---\n2026-03-25T08:49:48.534958+00:00Z\n---\n2026-03-25\n---\nelizaOS/knowledge\n---\nelizaOS\n---\nknowledge\n---\nai_news_elizaos_discord_md_2026-03-24\n---\nai_news_elizaos_discord_md_2026-03-23\n---\nai_news_elizaos_discord_md_2026-03-22\n---\nai_news_elizaos_daily_json_2026-03-24\n---\nai_news_elizaos_daily_md_2026-03-24\n---\nai_news_elizaos_daily_discord_json_2026-03-24\n---\nai_news_elizaos_daily_discord_md_2026-03-24\n---\ngithub_summaries_week_latest_2026-02-15.md\n---\ngithub_summaries_month_latest_2026-02-01.md\n---\ngithub_summaries_daily_2026-03-25"
  ]
}