Roadmap
TalkCody's vision, milestones and future plans.
TalkCody Vision
Build a comprehensive end-to-end AI Coding Agent platform for developers: from coding, testing, documentation to deployment, launch, and operations, achieving automated development that makes programming faster, cheaper, and simpler.
TalkCody Milestone 1: Top AI Coding Agent
Goal: Generate executable code with the lowest cost + fastest speed + highest accuracy
1.1 Speed
1.1.1 Multiple Task Parallelization
Within a Project, one Task develops features, one Task fixes bugs, one Task writes documentation - multiple Tasks working in parallel.
- Support parallel execution of multiple tasks
- Integration with Git Worktree
- Support background task execution
1.1.2 Multi-Agent Collaborative Parallelism
Implement Orchestrator-Worker pattern: Main Agent breaks down tasks, Coder, Tester, Writer Agents execute in parallel.
1.1.3 Support for 1-2 hour long run tasks
1.2 Cost
- Support Claude subscription
- Support ChatGPT subscription
- Support GitHub Copilot subscription
- Support Qwen Code authentication
- Implement 3-level Compaction strategy
- Support LSP tool
- Support TOON encoding/decoding
- Optimize output tokens for each tool
- Add AI analysis and summarization to web fetch tool
1.3 Accuracy
- Support Hook mechanism
- Continuously improve rankings on SWE-bench Verified and Terminal-Bench
- Enhanced permissions and security
1.4 Usability
- Editor with LSP support
- Multi-language support
- Support custom Models and custom Providers
- Support Lint
- Support one-click AI Code Review
- Support one-click AI Git Commit
- Support Usage Dashboard
- Support Share Link
- Support free web search tool
- Better integration with Terminal
- Better integration with Git and GitHub
- Support AI code auto-completion
- Support automatic model selection and routing
TalkCody Milestone 2: AI Agent Covering Developers' Main Workflows
Goal: Not only write code, but also integrate into team daily collaboration toolchain
- Compatible with Agent Skills ecosystem
- Compatible with Claude Code Skills
- Built-in more commands
- Support Deep Research Agent
- Support Image Generator Agent
TalkCody Milestone 3: AI Agent Covering Independent Developers' Complete Workflow
Goal: One person can work like a company, from idea → product launch → automated operations
- End-to-end Agent process from requirements → design → development → testing → release → app store listing → operations