Milestones
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Goal Deliver the first stable production-ready release of FinVerify with a mature architecture, comprehensive documentation, and a sustainable open-source ecosystem. Description This milestone represents the completion of FinVerify's initial development roadmap. The project should provide a stable public API, robust developer documentation, comprehensive testing, mature verification capabilities, and a strong contributor ecosystem suitable for long-term maintenance, research, and industry adoption.
No due date•0/1 issues closedGoal Advance FinVerify's reasoning capabilities through more intelligent verification strategies and improved understanding of financial queries. Description This milestone focuses on enhancing the system's ability to interpret complex financial questions, improve numerical reasoning, reduce false corrections, and make more context-aware verification decisions. The objective is to increase accuracy while preserving the deterministic principles that define the verification engine.
No due date•0/1 issues closedGoal Optimize FinVerify for large-scale workloads by improving efficiency, scalability, and production readiness. Description This milestone focuses on reducing latency, improving throughput, optimizing resource utilization, and strengthening infrastructure for real-world deployments. The objective is to support larger datasets, higher request volumes, and more demanding production environments while maintaining reliability and deterministic verification behavior.
No due date•0/3 issues closedGoal Expand FinVerify beyond a standalone application by building integrations, developer tools, and deployment options for the broader AI ecosystem. Description This milestone focuses on making FinVerify easier to adopt across different environments through improved SDKs, APIs, deployment workflows, developer tooling, and integrations with modern AI frameworks. The objective is to enable researchers, developers, and organizations to incorporate FinVerify into their own financial AI pipelines with minimal setup.
No due date•0/1 issues closedGoal Strengthen FinVerify's research capabilities through reproducible evaluation pipelines, standardized benchmarking, and comprehensive performance analysis. Description This milestone is dedicated to improving the scientific rigor of the project by expanding evaluation tooling, enabling reproducible experiments, improving benchmark infrastructure, and providing deeper insights into verification accuracy, failure cases, and model performance across multiple financial reasoning tasks.
No due date•0/4 issues closedGoal Refactor FinVerify into a modular, reusable platform with a well-defined internal architecture and a stable SDK foundation. Description This milestone focuses on separating tightly coupled components into reusable modules, improving code organization, reducing duplication, and creating clean interfaces between the backend, SDK, and verification engine. The objective is to make FinVerify easier to extend, maintain, and integrate into external applications while preserving backward compatibility.
No due date•0/8 issues closed## Goal Prepare FinVerify for its first stable public open-source release by improving project reliability, developer experience, documentation, and contributor onboarding. This milestone focuses on improving developer experience, project structure, testing, documentation, and core backend reliability before inviting external contributors. ## Objectives - Improve backend security and API reliability - Establish automated testing and CI - Refactor core backend architecture for maintainability - Improve developer onboarding - Strengthen documentation - Prepare the repository for community contributions ## Success Criteria - GitHub Actions CI running - Core backend tests passing - Documentation updated - Initial architectural refactors completed - Repository ready for external contributors
No due date•7/19 issues closed