Nihil
151 lines
5.1 KiB
Markdown
151 lines
5.1 KiB
Markdown
# Product Roadmap
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Aden Agent Framework aims to help developers build outcome oriented, self-adaptive agents. Please find our roadmap here
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```mermaid
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timeline
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title Aden Agent Framework Roadmap
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section Foundation
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Architecture : Node-Based Architecture : Python SDK : LLM Integration (OpenAI, Anthropic, Google) : Communication Protocol
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Coding Agent : Goal Creation Session : Worker Agent Creation : MCP Tools Integration
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Worker Agent : Human-in-the-Loop : Callback Handlers : Intervention Points : Streaming Interface
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Tools : File Use : Memory (STM/LTM) : Web Search : Web Scraper : Audit Trail
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Core : Eval System : Pydantic Validation : Docker Deployment : Documentation : Sample Agents
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section Expansion
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Intelligence : Guardrails : Streaming Mode : Semantic Search
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Platform : JavaScript SDK : Custom Tool Integrator : Credential Store
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Deployment : Self-Hosted : Cloud Services : CI/CD Pipeline
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Templates : Sales Agent : Marketing Agent : Analytics Agent : Training Agent : Smart Form Agent
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```
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---
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## Phase 1: Foundation
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### Backbone Architecture
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- [ ] **Node-Based Architecture (Agent as a node)**
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- [x] Object schema definition
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- [x] Node wrapper SDK
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- [ ] Shared memory access
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- [ ] Default monitoring hooks
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- [ ] Tool access layer
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- [x] LLM integration layer (Natively supports all mainstream LLMs through LiteLLM)
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- [x] Anthropic
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- [x] OpenAI
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- [x] Google
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- [ ] **Communication protocol between nodes**
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- [ ] **[Coding Agent] Goal Creation Session** (separate from coding session)
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- [ ] Instruction back and forth
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- [x] Goal Object schema definition
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- [ ] Being able to generate the test cases
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- [ ] Test case validation for worker agent (Outcome driven)
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- [ ] **[Coding Agent] Worker Agent Creation**
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- [x] Coding Agent tools
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- [ ] Use Template Agent as a start
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- [x] Use our MCP tools
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- [ ] **[Worker Agent] Human-in-the-Loop**
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- [x] Worker Agents request with questions and options
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- [x] Callback Handler System to receive events throughout execution
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- [ ] Tool-Based Intervention Points (tool to pause execution and request human input)
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- [x] Multiple entrypoint for different event source (e.g. Human input, webhook)
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- [ ] Streaming Interface for Real-time Monitoring
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- [ ] Request State Management
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### Essential Tools
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- [x] **File Use Tool Kit**
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- [ ] **Memory Tools**
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- [x] STM Layer Tool (state-based short-term memory)
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- [x] LTM Layer Tool (RLM - long-term memory)
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- [ ] **Infrastructure Tools**
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- [x] Runtime Log Tool (logs for coding agent)
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- [ ] Audit Trail Tool (decision timeline generation)
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- [ ] Web Search
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- [ ] Web Scraper
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- [ ] Recipe for "Add your own tools"
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### Memory & File System
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- [x] DB for long-term persistent memory (Filesystem as durable scratchpad pattern)
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- [x] Session Local memory isolation
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### Eval System (Basic)
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- [x] Test Driven - Run test case for all agent iteration
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- [ ] Failure recording mechanism
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- [ ] SDK for defining failure conditions
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- [ ] Basic observability hooks
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- [ ] User-driven log analysis (OSS approach)
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### Data Validation
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- [ ] Natively Support data validation of LLMs output with Pydantic
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### Developer Experience
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- [ ] **Debugging mode**
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- [ ] **Documentation**
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- [ ] Quick start guide
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- [ ] Goal creation guide
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- [ ] Agent creation guide
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- [ ] GitHub Page setup
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- [ ] README with examples
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- [ ] Contributing guidelines
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- [ ] **Distribution**
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- [ ] PyPI package
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- [ ] Docker image on Docker Hub
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### Sample Agents
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- [ ] Knowledge Agent
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- [ ] Blog Writer Agent
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- [ ] SDR Agent
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---
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## Phase 2: Expansion
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### Basic Guardrails
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- [ ] Support Basic Monitoring from Agent node SDK
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- [ ] SDK guardrail implementation (in node)
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- [ ] Guardrail type support (Determined Condition as Guardrails)
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### Agent Capability
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- [ ] Streaming mode support
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### Cross-Platform
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- [ ] JavaScript / TypeScript Version SDK
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### File System Enhancement
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- [ ] Semantic Search integration
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- [ ] Interactive File System in product (frontend integration)
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### More Worker Tools
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- [ ] Custom Tool Integrator
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- [ ] Integration as a tool (Credential Store & Support)
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- [ ] **Core Agent Tools**
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- [ ] Node Discovery Tool (find other agents in the graph)
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- [ ] HITL Tool (pause execution for human approval)
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- [ ] Wake-up Tool (resume agent tasks)
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### Deployment (Self-Hosted)
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- [ ] Docker container standardization
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- [ ] Headless backend execution
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- [ ] Exposed API for frontend attachment
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- [ ] Local monitoring & observability
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- [ ] Basic lifecycle APIs (Start, Stop, Pause, Resume)
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### Deployment (Cloud)
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- [ ] Cloud Service Options
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- [ ] Support deployment to 3rd-party platforms
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- [ ] Self-deploy + orchestrator connection
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- [ ] **CI/CD Pipeline**
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- [ ] Automated test execution
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- [ ] Agent version control
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- [ ] All tests must pass for deployment
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### Developer Experience Enhancement
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- [ ] Tool usage documentation
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- [ ] Discord Support Channel
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### More Agent Templates
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- [ ] GTM Sales Agent (workflow)
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- [ ] GTM Marketing Agent (workflow)
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- [ ] Analytics Agent
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- [ ] Training Agent
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- [ ] Smart Entry / Form Agent (self-evolution emphasis)
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