{
  "ai-news": {
    "elizaos": {
      "discord_md_last_3_days": [
        {
          "filename": "2025-05-07.md",
          "content": "# elizaOS Discord - 2025-05-07\n\n## Overall Discussion Highlights\n\n### ElizaOS Platform & Development\n- Discussions about the upcoming ElizaOS v2 release, though no specific launch date was confirmed\n- Documentation site (eliza.how) experienced downtime, with team member jin confirming they were working on fixing it\n- Users reported \"Service instrumentation not found in runtime\" errors related to service registration\n- Installation problems were common, particularly with the Twitter client plugin\n- Local LLM integration issues with LMStudio and Ollama where agents weren't responding properly\n- A developer mentioned reverting an AI docs RAG agent due to hallucination issues\n\n### Token Economics & Auto.fun\n- Significant discussion about the relationship between ElizaOS success and AI16Z token value\n- Team members explained that auto.fun serves as a launchpad for agent teams building with ElizaOS\n- A portion of auto.fun fees are used for AI16Z token buybacks\n- Community members expressed bullish sentiment toward the ELI5 token\n\n### Major Incident: $FAN Token Launch Error\n- Team member \"ben\" announced the launch of $FAN by Sigma Music but posted an incorrect contract address\n- The error remained live for approximately 9 minutes before correction\n- Multiple users reported financial losses from purchasing the wrong token\n- Team implemented a refund process through their Telegram bot\n- By 16:25, affected users began confirming they had received refunds\n- Team outlined preventative measures for future launches, including requiring direct confirmation from partners\n\n### Doodles (DOOD) Airdrop\n- Questions arose about a Doodles (DOOD) airdrop for ElizaOS contributors\n- Team clarified that GitHub contributors to the framework are considered for the airdrop, not token holders\n- Confusion about eligibility criteria and claim process remains\n\n## Key Questions & Answers\n\n**Q: How does it benefit AI16Z if Eliza OS does well?**  \nA: \"The more people deploy ElizaOS agents or agent-adjacent tokens, the more people will use auto.fun, which buys back the token.\" (answered by eskender.eth)\n\n**Q: Is it true that AI16Z holders are not eligible for the DOOD airdrop and are not considered Eliza contributors?**  \nA: \"Token holders are not contributors to the framework, they are investors.\" (answered by Kenk)\n\n**Q: How will Eliza contributors be able to claim their Doodle airdrop?**  \nA: \"We don't have any specifics, keep an eye on their announcement.\" (answered by Kenk)\n\n**Q: What happened with the $FAN launch?**  \nA: \"The wrong CA was posted on twitter\" (answered by vas)\n\n**Q: How does that even happen?**  \nA: \"We removed everyone from the process to keep it as under wraps as possible, so there was no check on the final link posted\" (answered by ben)\n\n**Q: Is there a project launching today?**  \nA: \"There's a launch planned for each day but beyond that I don't have any more information\" (answered by Kenk)\n\n**Q: Why was today's launch so early?**  \nA: \"It is not their choice\" (answered by who)\n\n## Community Help & Collaboration\n\n1. **ElizaOS Contribution Guidance**\n   - Helper: Kenk\n   - Context: User asking how to contribute to ElizaOS\n   - Resolution: Kenk explained contribution can be through framework development or building plugins/agents\n\n2. **ElizaOS-AI16Z Relationship Explanation**\n   - Helper: eskender.eth\n   - Context: Explaining how ElizaOS success benefits AI16Z token\n   - Resolution: Provided a mental model comparing it to WordPress ecosystem where network effects enable revenue opportunities\n\n3. **Installation Troubleshooting**\n   - Helper: odilitime\n   - Context: Error when running elizaos create with beta 45\n   - Resolution: Installing bun resolved the issue\n\n4. **Node Version Compatibility**\n   - Helper: odilitime\n   - Context: Troubleshooting node version compatibility\n   - Resolution: Identified node version v20.18.0\n\n5. **$FAN Launch Incident Response**\n   - Helper: 🔥🔥🔥 and eskender.eth\n   - Context: Users lost money due to incorrect contract address\n   - Resolution: Instructed users to send transaction details to Telegram bot for refunds, which were processed within hours\n\n## Action Items\n\n### Technical\n- Fix the documentation site that's currently down (mentioned by jin)\n- Release ElizaOS v2 (mentioned by xell0x)\n- Fix \"Service instrumentation not found in runtime\" errors in custom service registration (mentioned by odilitime)\n- Resolve Twitter client plugin installation issues (mentioned by rferrari)\n- Fix XML parsing errors in Twitter integration (mentioned by odilitime)\n- Improve local LLM integration with LMStudio and Ollama (mentioned by odilitime)\n- Implement verification system requiring partner confirmation for all outbound URLs (mentioned by eskender.eth)\n- Process refunds to all users affected by the incorrect contract address (mentioned by 🔥🔥🔥)\n- Delete fake token listings before real launches (mentioned by velja)\n- Fix UI issue where token profile pages initially load with claim fees option before redirecting (mentioned by abhi_ironman)\n- Investigate possibility of MEV-protected bonding curves (mentioned by Kenk)\n\n### Documentation\n- Clarify the relationship between ElizaOS success and AI16Z token value (mentioned by CRAY)\n- Create documentation for implementing custom actions in agents (mentioned by odilitime)\n- Update CLI documentation (mentioned by odilitime)\n- Provide clear post-mortem of the $FAN launch incident (mentioned by eskender.eth)\n\n### Feature\n- Provide more information about agent azile.eth (mentioned by abhi_ironman)\n- Implement login page functionality for client (mentioned by odilitime)\n- Support per-user agent instances (mentioned by odilitime)\n- Add interval posting capability to Discord plugin (mentioned by odilitime)\n- Improve verification process for token launches (mentioned by multiple users)"
        },
        {
          "filename": "2025-05-06.md",
          "content": "# elizaOS Discord - 2025-05-06\n\n## Overall Discussion Highlights\n\n### ElizaOS V2 Development\n- Community members expressed high expectations for ElizaOS V2, with Osint describing it as \"💯\"\n- The beta version is available at www.eliza.how as confirmed by Kenk\n- Shaw has been teasing V2 on Twitter according to xell0x\n- Discussions focused on the platform's shift toward building vertical AI agents with actual use cases\n- Users are interested in how agent tokens will integrate with the V2 ecosystem\n\n### Auto.fun Platform Issues\n- Significant concerns about fake tokens and scams during token launches\n- The Comput3 (COM) token launch highlighted issues with the verification system\n- Users reported suspicious activity where some wallets executed multiple transactions within seconds of launch\n- Auto.fun team (ben, jasyn_bjorn) defended against accusations of insider trading\n- Migration process takes considerable time, causing user frustration\n- Verification system has been improved to reduce verification time to approximately 1 minute\n\n### Technical Challenges\n- Multiple users reported installation problems with ElizaOS CLI across different operating systems:\n  - Permission errors on Ubuntu\n  - Plugin loading failures on MacOS\n  - Database configuration issues, particularly with SQL plugins\n- Plugin verification errors are common across different installation methods\n- Users discussed workarounds including using npx instead of global installation\n- PostgreSQL duplicate key constraints are preventing proper message storage\n- Twitter agent configuration issues were reported by several users\n\n### Community Concerns\n- Verification thresholds for token holders were changed without notice, causing frustration\n- Kenk acknowledged this communication failure, explaining it was done without proper notification\n- Some users expressed concerns about the project's direction and lack of communication\n- Comparisons between Eliza and Virtuals platforms emerged, debating their different approaches\n- Trust issues stemming from previous launches like Doglifeai were mentioned\n\n## Key Questions & Answers\n\n**Q: Is there a beta for the new Eliza OS?**  \nA: \"Yeah www.eliza.how\" (Kenk)\n\n**Q: How much of a gamechanger will be elizaOS v2?**  \nA: \"ElizaOS V2 is gonna be 💯\" (Osint)\n\n**Q: Are there any trading terminals that support auto.fun?**  \nA: \"Solsniper\" (Osint)\n\n**Q: What bots work with Auto.fun?**  \nA: \"Solsniper works pre-migration, Axiom post-migration\" (hxf)\n\n**Q: How do we know which token is real vs fake during migrations?**  \nA: \"Wait for the verified badge and check the spotlight thread posted after launch\" (ben)\n\n**Q: How many ELI5 tokens are there?**  \nA: \"1 billion, 700k cap currently\" (xell0x)\n\n**Q: What will Eli5 be used for?**  \nA: \"elizaOS v2 AI agent\" (xell0x)\n\n**Q: Has someone been able to run Eliza with lmstudio or ollama?**  \nA: \"Yes, with 1.x version by setting the right .env and telling the character which model to use\" (mtbc)\n\n**Q: Is this going to take time?** (regarding token migration)  \nA: \"it takes time to migrate yes\" (Kenk)\n\n## Community Help & Collaboration\n\n- **Auto.fun Trading Tools**: hxf helped Rishu by recommending Solsniper for pre-migration and Axiom for post-migration trading, and provided Twitter links\n- **Fake Token Warnings**: Simon and Xyness actively warned users about fake tokens appearing on Auto.fun, potentially saving users from scams\n- **Installation Troubleshooting**: kandizzy helped Kgood with plugin-sql and plugin-openai installation errors by suggesting installing bun with npm install -g bun\n- **CLI Workarounds**: kandizzy shared a solution for plugins not being accessible after installation on Ubuntu by using npx elizaos start instead of elizaos start\n- **LLM Integration**: mtbc confirmed to kandizzy that Eliza works with ollama in 1.x by setting the correct .env and model configuration\n- **Auto.fun Setup**: Kenk offered to match payment for developers who could help Nicasso set up auto.fun after they offered to pay 500 for assistance\n\n## Action Items\n\n### Technical Tasks\n- Fix plugin loading issues when installing via npm global installation (kandizzy)\n- Address PostgreSQL duplicate key constraint for message storage (kandizzy)\n- Resolve Twitter agent posting functionality issues (kandizzy)\n- Fix plugin installation and verification process (kandizzy)\n- Remove fake/scam tokens from the Auto.fun platform (velja, Veki)\n- Fix slippage reset issue on Auto.fun (who)\n- Investigate stuck migration for token HhTQuq71vQTDKZJ44YwGVPSjRXQQPVUNs6zLoMDLMFUN (Rishu)\n- Implement a system with partner codes for instant token verification (Xyness)\n- Ban all names of upcoming token launches unless from agreed wallet (TMO)\n- Whitelist developer wallets before launch to prevent fake tokens (velja)\n- Fix migration process that takes too long (over an hour in some cases) (Rishu)\n- Prevent bundled transactions that allow some users to buy multiple times in seconds (Pyroman)\n- Announce CA before partner to ensure fair launch (MDMnvest)\n- Set up auto.fun for user willing to pay for assistance (Nicasso)\n- Containerize Eliza and deploy on remote server (yikesawjeez)\n\n### Documentation Needs\n- Create and pin an information post about avoiding scams on Auto.fun (yikesawjeez)\n- Create guide for running Eliza with local LLM solutions (kandizzy)\n- Provide clear examples of character configuration in v2 format (kandizzy)\n- Provide clear communication about token verification thresholds (Kenk)\n\n### Feature Requests\n- Implement proxy plugin for Twitter clients to use different IP addresses (some)\n- Support for lightweight custom plugin combinations (some)\n- Improve discoverability of verified tokens on Auto.fun (ben)\n- Add MEV protection for pre-migrate on Auto.fun (noj)\n- Give Eliza a voice on X (Twitter) to help price stabilize (nasdaq.ai)\n- Create community-only AI agents rather than generic AI agents (xell0x)\n- Develop an AI agent for auto.fun that can achieve viral growth (xell0x)\n- Create a middle-ground solution for deploying Eliza (Ouranos)\n- Integrate auto.fun AI agents with ElizaOS v2 (xell0x)\n- Boost ELI5 to revive trust in the platform (Yuyi)"
        }
      ],
      "dev_md_last_3_days": [
        {
          "filename": "2025-05-07.md",
          "content": "# elizaOS Development Discord - 2025-05-07\n\n## Overall Discussion Highlights\n\n### Development Issues\n- **Database Migration Errors**: User a4oya4o encountered persistent errors with missing \"_journal.json\" files and failed migrations when creating new projects. Sam-developer attempted troubleshooting by suggesting environment reset commands.\n- **High Database Usage**: Discussion about high Compute Units (CU) on Neon database, identified as likely caused by Discord world sync. Odilitime mentioned plans to rewrite it to use fewer queries.\n- **Documentation Website**: Multiple users reported that the documentation website was down.\n- **Web Client Behavior**: Questions raised about chat persistence in the web client, specifically whether chats disappearing when scrolling or starting new prompts is expected behavior.\n\n### Community Contributions\n- **New Character Additions**: New contributor kaue submitted PRs adding Alfred and Jarvis personalities to the official repository.\n- **Repository Standardization**: kaue identified lack of standardization in character files and absence of a README, offering to submit PRs to address these issues.\n- **GraphQL Adapter Development**: kaue mentioned they're building a GraphQL adapter (referencing issue #131) to simplify subgraph communications and improve agent performance compared to RPC queries.\n\n### Community Building\n- **Plugin Suggestions**: Nisita requested community input for plugin suggestions.\n- **Collaboration Opportunity**: Connection made between Thanh (founder of B.ARMY) and Nisita for potential collaboration on AI projects using ElizaOS.\n- **Upcoming Meetups**: Mentions of meetups in Hong Kong and Thailand.\n\n## Key Questions & Answers\n\n1. **Q**: Why is CU so crazy high on neon?  \n   **A**: Probably the discord world sync (Odilitime)\n\n2. **Q**: Can I submit a PR to standardize character files and add a README?  \n   **A**: Implied approval with positive feedback (Ruby)\n\n3. **Q**: Would the community be interested in more character personalities from pop culture?  \n   **A**: \"Those character additions sound great\" (Ruby)\n\n4. **Q**: Any feedback on the GraphQL adapter for subgraph communications?  \n   **A**: \"That's brilliant for optimizing subgraph queries\" with offer of \"caching strategies\" (Ruby)\n\n## Community Help & Collaboration\n\n1. **Database Troubleshooting**:\n   - **Helper**: sam-developer\n   - **Helpee**: a4oya4o\n   - **Context**: Database migration errors when creating new projects\n   - **Resolution**: Suggested removing ~/.eliza directory and running elizaos start in project folder, though issue persisted\n\n2. **Database Performance**:\n   - **Helper**: Odilitime\n   - **Helpee**: Scooter\n   - **Context**: High CU usage on neon database\n   - **Resolution**: Identified discord world sync as likely cause and mentioned plans to optimize\n\n3. **Community Connection**:\n   - **Helper**: sayonara\n   - **Helpee**: Thanh\n   - **Context**: Connected Thanh with Nisita for dev community collaboration\n   - **Resolution**: Introduction made, potential future call scheduled\n\n4. **GraphQL Development Support**:\n   - **Helper**: Ruby\n   - **Helpee**: kaue\n   - **Context**: New contributor seeking feedback on character additions and GraphQL adapter\n   - **Resolution**: Provided encouragement and offered caching strategies for the GraphQL implementation\n\n## Action Items\n\n### Technical\n- Fix database migration errors with missing meta/_journal.json file (mentioned by a4oya4o)\n- Optimize discord world sync to reduce database query load (mentioned by Odilitime)\n- Standardize character files in the repository (mentioned by kaue)\n- Complete GraphQL adapter for simplified subgraph communications (mentioned by kaue)\n- Implement caching strategies for GraphQL adapter (mentioned by Ruby)\n\n### Documentation\n- Fix documentation website that appears to be down (mentioned by Fenil Modi)\n- Add README to the characters repository (mentioned by kaue)\n\n### Feature\n- Implement chat persistence in web client (mentioned by shiftshapr)\n- Add Twitter post/reply rate limiting capability (mentioned by shiftshapr)\n- Collect community suggestions for new plugins or additions to existing ones (mentioned by Nisita)\n- Add more character personalities (Samwise, Gandalf, Dr. Watson, Sherlock Holmes, Cortana) (mentioned by kaue)\n- Add business-oriented examples using ragKnowledge (mentioned by kaue)"
        },
        {
          "filename": "2025-05-06.md",
          "content": "# elizaOS Development Discord - 2025-05-06\n\n## Overall Discussion Highlights\n\n### Plugin Architecture & Integration\n- ElizaOS is transitioning to individual repositories for plugins in version 1.x, moving away from the monorepo approach\n- The Ollama plugin is now hosted in a separate repository and requires manual addition to the index.ts file\n- Beta version includes a native Telegram plugin (available at github.com/elizaOS/eliza/tree/v2-develop/packages/plugin-telegram)\n- Users discussed implementation challenges with the Ollama plugin, including errors related to text embedding handlers\n\n### Package Management & Compatibility\n- A significant issue was identified where installing plugins with Bun while running in a Node.js environment creates module resolution conflicts\n- This highlights the importance of consistent package manager usage across the ElizaOS ecosystem\n\n### Model Support & Integrations\n- Questions were raised about Grok model support in ElizaOS Beta 1.0\n- Interest in connecting agents to Open Web UI was expressed\n- Discussion about using agent biographies/autobiographies for knowledge base enhancement\n\n## Key Questions & Answers\n\n**Q: Have anyone used telegram client with latest eliza?**  \nA: Beta version includes its own Telegram plugin available at github.com/elizaOS/eliza/tree/v2-develop/packages/plugin-telegram (answered by 0xbbjoker)\n\n**Q: Has someone been able to run eliza2 with ollama?**  \nA: For ollama use `plugin-ollama` instead of `plugin-local-ai` (answered by 0xbbjoker)\n\n**Q: Should I add manually in the index.ts?**  \nA: These are kinda hardcoded right now so you can manually add and it will work (answered by sayonara)\n\n**Q: Does anyone know why this issue might be happening when I try starting my agent?** (regarding Discord plugin errors)  \nA: The issue is caused by installing the plugin with Bun while running in a Node.js environment, creating module resolution conflicts. (answered by Ruby)\n\n## Community Help & Collaboration\n\n### Telegram Integration Support\n- 0xbbjoker helped Sarthak with using the Telegram client in the latest Eliza version\n- Provided GitHub link and configuration instructions for the built-in Telegram plugin\n\n### Ollama Integration Troubleshooting\n- 0xbbjoker advised bob_the_spounge to use plugin-ollama instead of plugin-local-ai when experiencing segmentation faults\n- sayonara guided bob_the_spounge through manually adding the Ollama plugin to index.ts\n- Provided troubleshooting steps including running build after editing and shared the correct GitHub repository link\n\n### Discord Plugin Resolution\n- Ruby helped kandizzy diagnose and fix module resolution errors with the Discord plugin\n- Identified the root cause as a package manager conflict between Bun and Node.js\n- Provided a clear solution: remove the package using Bun first and then reinstall using npm\n\n## Action Items\n\n### Technical\n- Implement proper integration of Ollama with ElizaOS using plugin-ollama from the correct repository (mentioned by sayonara)\n- Fix issue with TEXT_EMBEDDING handler for Ollama plugin (mentioned by bob_the_spounge)\n- Complete migration of plugins to individual repositories for version 1.x (mentioned by sayonara)\n- Remove Discord plugin installed with Bun using 'bun remove @elizaos/plugin-discord' and reinstall with npm (mentioned by Ruby)\n\n### Documentation\n- Create documentation for manually adding plugins to ElizaOS (mentioned by bob_the_spounge)\n- Document package manager compatibility issues and best practices (implied from Ruby's help)\n\n### Feature\n- Add support for Grok model in ElizaOS Beta (mentioned by Bernard)\n- Integrate Open Web UI as a chat interface option for agents (mentioned by LemonS)\n- Explore agent biography/autobiography approach for knowledge base enhancement (mentioned by dEXploarer)"
        }
      ]
    }
  },
  "github": {
    "summaries": {
      "week": [
        {
          "filename": "2025-05-04.md",
          "content": "# ElizaOS Weekly Update (Week of May 4, 2025)\n\n## OVERVIEW\nThis week focused on stabilizing the framework with numerous bug fixes across CLI, plugins, and type declarations. Documentation improvements and code refactoring enhanced developer experience, while the OpenAI plugin received usage tracking capabilities.\n\n## PROJECT METRICS\n- PRs: 28 merged PR's, 37 new PRs\n- Issues: 2 new issues, 3 closed issues\n- Unique Contributors: 32\n- Code Changes: +3363/-3376 lines across 112 files\n- Total Commits: 139\n- Most Active Contributors: wtfsayo, 0xbbjoker, samarth30, ChristopherTrimboli, K1mc4n\n\n## TOP ISSUES\n\n### Type System and ESM Compatibility\n- Several ESM type declaration issues required reverting recent changes\n- Type generation problems affected core packages including SQL, Bootstrap, and OpenAI\n\n### Plugin System Stability\n- Plugin loading mechanism needed rollback due to compatibility issues\n- Installation and routing problems affected plugin functionality\n- Discord service unregistration timeout needed addressing\n\n## KEY TECHNICAL DEVELOPMENTS\n\n### CLI and Plugin System Improvements\n- Fixed incorrect version detection to show proper latest CLI version [#4435](https://github.com/elizaos/eliza/pull/4435)\n- Refactored and enhanced the ElizaOS publish CLI command [#4424](https://github.com/elizaos/eliza/pull/4424)\n- Fixed plugin installation, routing, and loading issues [#4456](https://github.com/elizaos/eliza/pull/4456), [#4415](https://github.com/elizaos/eliza/pull/4415), [#4477](https://github.com/elizaos/eliza/pull/4477)\n- Implemented cleaner plugin loading code [#4478](https://github.com/elizaos/eliza/pull/4478)\n\n### Documentation and Developer Experience\n- Added blog for Twitter agent setup [#4425](https://github.com/elizaos/eliza/pull/4425)\n- Added docstrings to `refactor-env` and `monorepo-resolve` [#4446](https://github.com/elizaos/eliza/pull/4446), [#4469](https://github.com/elizaos/eliza/pull/4469)\n- Updated broken documentation links [#4460](https://github.com/elizaos/eliza/pull/4460)\n- Fixed image path in Thai README [#4433](https://github.com/elizaos/eliza/pull/4433)\n\n### Feature Enhancements and Bug Fixes\n- Added model usage event tracking for embeddings and image descriptions in OpenAI plugin [#4438](https://github.com/elizaos/eliza/pull/4438)\n- Fixed BM25 and updated dependencies [#4411](https://github.com/elizaos/eliza/pull/4411)\n- Fixed client scroll bars [#4465](https://github.com/elizaos/eliza/pull/4465)\n- Improved environment variable handling [#4445](https://github.com/elizaos/eliza/pull/4445)"
        }
      ],
      "month": [
        {
          "filename": "2025-05-01.md",
          "content": "# ElizaOS Monthly Update (May 2025)\n\n## OVERVIEW\nMay saw significant progress in ElizaOS with a focus on plugin architecture improvements, API enhancements, and codebase cleanup. The team streamlined the monorepo by removing several plugins while adding Twitter integration and improving authentication workflows.\n\n## PROJECT METRICS\n- PRs: 44 merged PRs, 66 new PRs\n- Issues: 5 new issues, 10 closed issues\n- Unique Contributors: 38\n- Code Changes: +4643/-12369 lines across 211 files\n- Total Commits: 270\n- Most Active Contributors: wtfsayo, 0xbbjoker, tcm390, lalalune, yungalgo\n\n## TOP ISSUES\n\n### CLI Version Detection\n- Incorrect version detection in CLI causing confusion for users\n- Related to [#4435](https://github.com/elizaos/eliza/pull/4435)\n\n### Plugin Loading Stability\n- Issues with plugin loading causing system instability\n- Required rollback of recent changes [#4477](https://github.com/elizaos/eliza/pull/4477)\n\n### ESM Type Generation\n- Type declaration problems in ESM modules affecting development workflow\n- Required reverting changes [#4473](https://github.com/elizaos/eliza/pull/4473), [#4475](https://github.com/elizaos/eliza/pull/4475)\n\n### Authentication Workflow\n- Need for improved authentication middleware and API key handling\n- Addressed in [#4420](https://github.com/elizaos/eliza/pull/4420)\n\n### Plugin Installation\n- Issues with plugin installation commands and startup process\n- Fixed in [#4456](https://github.com/elizaos/eliza/pull/4456)\n\n### Documentation Links\n- Broken documentation links affecting user experience\n- Fixed in [#4460](https://github.com/elizaos/eliza/pull/4460)\n\n### Client UI Issues\n- Scrollbar problems in client interface\n- Addressed in [#4465](https://github.com/elizaos/eliza/pull/4465)\n\n### Package Manager Compatibility\n- Detection issues between bunx and npx\n- Fixed in [#4463](https://github.com/elizaos/eliza/pull/4463)\n\n## KEY TECHNICAL DEVELOPMENTS\n\n### Twitter Integration\n- Added Twitter timeline functionality [#4429](https://github.com/elizaos/eliza/pull/4429)\n- Created documentation for Twitter agent setup [#4425](https://github.com/elizaos/eliza/pull/4425)\n- Cleaned up Twitter plugin implementation [#4430](https://github.com/elizaos/eliza/pull/4430)\n\n### Authentication Enhancements\n- Added authentication middleware with API key dialog for unauthorized users [#4420](https://github.com/elizaos/eliza/pull/4420)\n\n### OpenAI Plugin Improvements\n- Extended OpenAI plugin to support custom embedding endpoints [#4421](https://github.com/elizaos/eliza/pull/4421)\n- Added model usage event emission for embeddings and image descriptions [#4438](https://github.com/elizaos/eliza/pull/4438)\n\n### Performance Optimization\n- Implemented small model usage for replies [#4416](https://github.com/elizaos/eliza/pull/4416)\n- Fixed BM25 implementation and updated dependencies [#4411](https://github.com/elizaos/eliza/pull/4411)\n- Eliminated unnecessary Express object creation [#4414](https://github.com/elizaos/eliza/pull/4414)\n\n### CLI Improvements\n- Refactored and enhanced ElizaOS publish CLI command [#4424](https://github.com/elizaos/eliza/pull/4424)\n- Fixed incorrect version detection to show correct latest CLI version [#4435](https://github.com/elizaos/eliza/pull/4435)\n- Updated CLI command documentation [#4448](https://github.com/elizaos/eliza/pull/4448)\n\n### Codebase Cleanup\n- Removed multiple plugins from monorepo including browser [#4406](https://github.com/elizaos/eliza/pull/4406), storage-s3 [#4402](https://github.com/elizaos/eliza/pull/4402), ollama [#4437](https://github.com/elizaos/eliza/pull/4437), groq [#4436](https://github.com/elizaos/eliza/pull/4436), venice [#4434](https://github.com/elizaos/eliza/pull/4434), redpill [#4428](https://github.com/elizaos/eliza/pull/4428), and anthropic [#4427](https://github.com/elizaos/eliza/pull/4427)\n- Refactored environment variable handling [#4445](https://github.com/elizaos/eliza/pull/4445)\n- Improved plugin loading code [#4478](https://github.com/elizaos/eliza/pull/4478)\n\n### Documentation Improvements\n- Added docstrings to `refactor-env` [#4446](https://github.com/elizaos/eliza/pull/4446) and `monorepo-resolve` [#4469](https://github.com/elizaos/eliza/pull/4469)\n- Updated broken documentation links [#4460](https://github.com/elizaos/eliza/pull/4460)\n- Fixed title spacing in documentation [#4443](https://github.com/elizaos/eliza/pull/4443)\n\n## SUMMARY\nMay 2025 was a productive month for ElizaOS with significant improvements to the plugin architecture, particularly the addition of Twitter integration and authentication enhancements. The team also made substantial progress in cleaning up the codebase by removing several plugins from the monorepo and refactoring key components. Despite some challenges with ESM type generation and plugin loading that required reverting changes, the project continues to advance toward a more modular, extensible AI agent framework."
        }
      ]
    }
  }
}