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# AI-Generated Development Plan - 2025-07-07 ## Repository Overview The openSVM/aeamcp repository implements a comprehensive on-chain registry system for autonomous AI agents and MCP servers on the Solana blockchain. It combines Rust-based on-chain programs with a TypeScript backend and extensive documentation, aiming to ensure protocol compliance, security, and high test coverage. A current challenge is to integrate multi-language SDK support (Rust, TypeScript, Go, Python, C, C++) with robust reference documentation while maintaining reliability across on-chain and off-chain components. ## Critical Fixes (ASAP) 🚨 1. Synchronize Anchor IDL definitions with SDK generation code to ensure type-safe client libraries, especially for the TypeScript SDK [Size: M, Priority: Must, Risk: High]. A mismatch here could cause runtime type errors and break protocol integrations. 2. Audit and update Solana-related dependencies (e.g., @solana/web3.js, solana-program) to address any known vulnerabilities and maintain protocol compliance [Size: S, Priority: Must, Risk: High]. 3. Implement an automated CI/CD pipeline with integrated dependency and vulnerability scanning (e.g., Snyk, Dependabot) to catch security regressions early and reduce the risk of zero-day exploits [Size: M, Priority: Must, Risk: High] 4. Enforce rigorous smart contract access control audits and testing to prevent unauthorized upgrades or function calls that could lead to unintended privilege escalation or protocol manipulation [Size: M, Priority: Must, Risk: High] ## Missing Components 📋 1. Automated multi-language SDK build and publish pipeline. Currently, while there is a reference documentation for SDK requirements, end-to-end automation for generating and publishing client libraries across Rust, TypeScript, Go, Python, C, and C++ is not present [Size: M, Priority: Must]. Without this, maintaining consistency across SDKs and ensuring timely updates will be challenging. 2. Unified API specification artifact that can serve as a single source of truth for all SDK implementations. This component is essential for consistency and should be tightly integrated with IDL extractions and validations [Size: S, Priority: Must]. ## Required Improvements 🔧 1. Enhance the reference documentation for the SDK by adding explicit, atomic task lists with acceptance criteria and integration examples for each supported language. This will improve developer clarity and reduce onboarding friction [Size: M, Priority: Must, ROI: High]. 2. Refactor interface layers between the on-chain programs and off-chain services to promote modularity and easier integration of future SDK-specific features. This will streamline future enhancements and maintenance [Size: M, Priority: Should, ROI: High]. ## Innovation Ideas 💡 1. Develop interactive sandbox environments or online demos for each SDK language, allowing developers to experiment with CRUD operations, payment integration, and type-safe API calls directly in a controlled environment. 2. Integrate automated test harnesses that simulate complete end-to-end flows—from on-chain transactions to SDK usage—across multiple languages. This will help verify protocol compliance and improve overall system resilience. 3. Implement CI/CD workflows not only for backend and on-chain code but also for automated generation, testing, and publishing of multi-language SDKs. This could significantly boost developer productivity and reduce release cycle gaps. --- *This milestone was generated automatically by AI analysis. All items have been broken down into individual GitHub issues for tracking and implementation.*
Overdue by 4 month(s)•Due by July 13, 2025# AI-Generated Development Plan - 2025-07-07 ## Repository Overview This repository implements a Solana-based protocol for registering autonomous AI agents and MCP servers. It combines on-chain smart contracts (in Rust) with off-chain components (in TypeScript and other supporting languages) to deliver a comprehensive, secure, and scalable registry system that adheres to AEA, A2A, and MCP specifications. ## Critical Fixes (ASAP) 🚨 1. Security and input validation in on-chain registry functions [Size: M, Priority: Must, Risk: High] - Ensure that smart contracts in Rust have robust signature verification and data sanitation, particularly for SDK-triggered transactions. 2. SDK contract alignment [Size: M, Priority: Must, Risk: High, Dependencies: smart contract interfaces] - Validate that the TypeScript SDK correctly reflects the on-chain API and handles transaction nuances, preventing mismatches that could lead to critical failures. 3. Smart contract upgrade mechanism vulnerabilities [Size: M, Priority: Must, Risk: High] - Ensure that any upgradeable contracts use multi-signature authorization and rigorous access controls to prevent unauthorized modifications. 4. Logging and monitoring deficiencies in on-chain events [Size: S, Priority: Must, Risk: High] - Implement comprehensive audit trails and real-time monitoring on smart contract transactions to quickly detect and respond to anomalous behavior. 5. Off-chain to on-chain synchronization risks [Size: M, Priority: Must, Risk: Medium] - Verify that off-chain systems and data caches accurately reflect on-chain state to avoid discrepancies that could lead to data loss or inconsistent behavior. ## Missing Components 📋 1. Dedicated SDK Module and Documentation [Size: S, Priority: Must] - There is a lack of a focused SDK package that offers clear usage examples, detailed API references, and sample integrations, which is essential for developer adoption. 2. Robust Error Handling in SDK [Size: M, Priority: Must] - Critical error-reporting mechanisms are necessary in the TypeScript SDK to improve debugging and reliability when interfacing with Solana smart contracts. ## Required Improvements 🔧 1. Expand Test Coverage for SDK Components [Size: M, Priority: Should, ROI: High] - Although the repository claims 100% test coverage, specialized tests for the SDK layer (including edge cases in transaction flows) are vital for maintaining long-term stability. 2. Modularize SDK Implementation [Size: M, Priority: Should] - Refactor the TypeScript SDK to separate concerns such as connection management, transaction handling, and error processing, which will simplify future maintenance and allow easier upgrades. ## Innovation Ideas 💡 1. Interactive SDK Playground [Effort: M] - Develop a sandbox environment or interactive playground where developers can test and prototype interactions with the protocol in real time. 2. Cross-Language SDK Wrappers [Effort: L] - Consider creating SDK wrappers in other popular languages (e.g., Python, Rust) to broaden adoption and cater to a wider developer audience. 3. Enhanced Performance Features [Effort: M] - Investigate optimizing the network event handling and lazy-loading of off-chain metadata to further improve developer experience and system responsiveness. --- *This milestone was generated automatically by AI analysis. All items have been broken down into individual GitHub issues for tracking and implementation.*
Overdue by 4 month(s)•Due by July 13, 2025# AI-Generated Development Plan - 2025-06-03 ## Repository Overview The 'aeamcp' repository is a Solana protocol for registering autonomous AI agents and Model Context Protocol (MCP) servers. It is primarily written in TypeScript and Rust, indicating a complex, full-stack application. The project appears to be early-stage, with a small number of stars and open issues. Key challenges include ensuring 100% protocol compliance and maintaining a hybrid storage model. ## Critical Fixes (ASAP) 🚨 1. Dependency updates [Size: S, Priority: Must, Risk: Medium] - The repository uses outdated versions of key dependencies like Solana, which could lead to security vulnerabilities or compatibility issues. 2. Address open issues [Size: M, Priority: Must, Dependencies: None] - The six open issues in the repository need to be addressed to prevent potential bugs or flaws in the system. ## Missing Components 📋 1. Comprehensive logging and monitoring [Size: M, Priority: Must] - Without proper logging and monitoring, diagnosing issues becomes significantly more difficult. This could lead to longer downtime during outages and slower development velocity. 2. End-to-End testing [Size: M, Priority: Should] - While the repository claims 100% test coverage, there is no evidence of end-to-end tests. These tests are crucial for preventing regressions and maintaining software quality. ## Required Improvements 🔧 1. Improve documentation [Size: S-M, Priority: Should, ROI: High] - The README.md file is quite comprehensive, but the other documentation is sparse. Improving it will speed up onboarding and facilitate contributions from other developers. 2. Refactor for modularity [Size: M, Priority: Could] - The backend appears tightly coupled. Refactoring for modularity will improve maintainability and testability. ## Innovation Ideas 💡 1. Decentralized identity integration [Size: L, Priority: Could, Market Impact: High] - Introducing decentralized identity could enhance the security and privacy features of the protocol, making it more attractive to potential users. 2. Real-time syncing feature [Size: M, Priority: Should, User Impact: Medium] - Implementing real-time syncing between on-chain and off-chain data could improve the user experience by providing more up-to-date information. --- *This milestone was generated automatically by AI analysis. All items have been broken down into individual GitHub issues for tracking and implementation.*
Overdue by 5 month(s)•Due by June 10, 2025