|
| 1 | +# Project Roadmap |
| 2 | + |
| 3 | +CLAIMED is a framework designed to transform your code into reusable, composable |
| 4 | +components that can run across diverse execution environments with built-in |
| 5 | +scaling and fault tolerance. |
| 6 | + |
| 7 | +--- |
| 8 | + |
| 9 | +## Central Project Objective |
| 10 | + |
| 11 | +- **C3 Compiler**: Develop a unified system that transforms arbitrary code into standardized, reusable AI and data components. |
| 12 | +- **Seamless Deployment**: Enable components to run across heterogeneous environments including Kubernetes, Docker, Slurm, LSF, and local or virtual setups. |
| 13 | +- **Infrastructure Abstraction**: Automate packaging, dependency resolution, and environment isolation to ensure consistent execution. |
| 14 | +- **Parallelization**: Facilitate grid-computing style workload distribution across available compute resources with minimal user intervention. |
| 15 | +- **Composability**: Promote reuse of data engineering, data science, and AI pipelines through a flexible but opinionated component ecosystem. |
| 16 | + |
| 17 | +--- |
| 18 | + |
| 19 | +## Progress to Date |
| 20 | + |
| 21 | +- Established core architecture for reusable data engineering, data science, and AI components. |
| 22 | +- Implemented initial component registry and composition logic for modular and reproducible pipelines. |
| 23 | +- Integrated foundational runtime support for Docker- and Kubernetes-based execution. |
| 24 | +- Developed early prototypes of the C3 Compiler, converting Python and Bash workflows into self-contained components. |
| 25 | +- Set up continuous integration pipelines. |
| 26 | +- Shifted primary focus to the C3 Compiler for seamless composition, scaling, and multi-platform execution (EU funded). |
| 27 | +- Developed containerless execution framework to remove reliance on Docker while maintaining reproducibility (EU funded). |
| 28 | + |
| 29 | +--- |
| 30 | + |
| 31 | +## Future Developments |
| 32 | + |
| 33 | +- **Dependency Minimization**: Streamline runtime to remove heavy infrastructure dependencies, improving portability and security. |
| 34 | +- **Scalable Execution Backends**: Expand native support for Kubernetes, Docker, Slurm, LSF, and local/virtual environments. |
| 35 | +- **Enhanced Developer Experience**: Simplify component creation and sharing via CLI and SDK improvements. |
| 36 | +- **Automated Testing**: Integrate full test coverage into CI/CD pipelines with a target of ≥80%. |
| 37 | + |
| 38 | +--- |
| 39 | + |
| 40 | +## Upcoming Releases |
| 41 | + |
| 42 | +### v0.8 (Q4 2025) |
| 43 | + |
| 44 | +- Core C3 Compiler with initial composition and multi-platform execution. |
| 45 | +- Basic containerless execution prototype. |
| 46 | +- CLI enhancements and improved developer onboarding. |
| 47 | + |
| 48 | +### v0.9 (Q1 2026) |
| 49 | + |
| 50 | +- Full dependency minimization pass. |
| 51 | +- Expanded publishing targets (MLX, PyPI, Conda). |
| 52 | +- Integrated test harness with coverage reporting. |
| 53 | + |
| 54 | +### v1.0 (Mid 2026) |
| 55 | + |
| 56 | +- Stable C3 Compiler release. |
| 57 | +- Full-scale containerless execution support. |
| 58 | +- Robust component ecosystem ready for production-scale deployment. |
| 59 | +- Achieve ≥80% test coverage and validated reproducibility across environments. |
| 60 | + |
| 61 | +--- |
| 62 | + |
| 63 | +CLAIMED empowers developers and researchers to focus on **innovation**, while |
| 64 | +abstracting away infrastructure complexity and enabling scalable, reproducible, |
| 65 | +and composable AI workflows. |
0 commit comments