February 2026 performance summary highlights: stabilizing core physics workflows, hardening simulation modules, and laying groundwork for 3D capabilities across the JPEC and Simsopt projects. This period focused on reliability, test stability, and developer enablement to accelerate future development and onboarding.

January 2026 performance summary for OpenFUSIONToolkit/JPEC: Focused on DCON and VACUUM path improvements, test coverage, and code quality enhancements. Delivered targeted features, fixed key issues, and improved maintainability, contributing to greater stability and faster future iterations.

Performance summary for OpenFUSIONToolkit/JPEC (Month: 2025-12). The month delivered a cohesive set of API improvements, reliability enhancements, and architectural refactors across core modules, with a focus on business value through clearer interfaces, safer defaults, and improved test coverage.

2025-11 Monthly Summary for OpenFUSIONToolkit/JPEC: Delivered a major overhaul of the DCON calculation flow, plus targeted cleanups and stability work across the repository. The work focused on improving correctness, maintainability, and downstream usability of the simulation results, with clear business value in more reliable outcomes and faster iteration cycles.

October 2025 focused on strengthening data I/O, reliability, and developer productivity for OpenFUSIONToolkit/JPEC. Delivered robust DCON output handling with multi-target I/O (dcon.out, crit.out, euler.bin) and HDF5-backed in-memory saving for GPEC, plus direct euler.h5 transforms to simplify data pipelines. Established initial DCON IDCON transform logic and guardrails for optional outputs, improving resilience in varied run configurations. Implemented core DCON refactors and performance improvements, including preallocated OdeState temp storage and cleaner dense-matrix handling, while maintaining code quality through formatting and test coverage. Enhanced documentation and examples to improve reproducibility (vac.in, Solovev ideal, DIIID benchmark notebook) and performed ongoing JPEC repo hygiene (formatting, unused file cleanup).

September 2025 focused on stabilizing the DCON workflow in OpenFUSIONToolkit/JPEC, delivering structural code improvements, validating core paths, and laying groundwork for end-to-end scenarios. The team hardened numerical routines, refactored key components, expanded testing coverage, and advanced integration readiness, enabling more reliable results and faster future feature delivery. Key business outcomes include a more maintainable codebase, reproducible validation, and improved stability for downstream research tasks.

August 2025: OpenFUSIONToolkit/JPEC focused on stabilizing core simulation workflows and advancing equilibrium tooling. Delivered a DCON Core Overhaul with a new core dcon.jl module and refactored ODE integration to improve stability, error handling, and compatibility for future features. Refactored FourFit into a modular subsystem and introduced MetricData and make_metric to compute metric tensor components and their spline representations, enabling more robust equilibrium calculations. Added Soloviev-based equilibrium configuration support with new TOML configs and safeguards to prevent runtime errors. Implemented code quality and onboarding improvements including a JuliaFormatter.toml configuration and documentation updates to improve formatting consistency. Began targeted bug fixes and testing groundwork (spline call updates, non-implemented function error handling, and sing_der debugging) to improve reliability and DiffEq compatibility.

July 2025 (2025-07) — OpenFUSIONToolkit/JPEC: Implemented end-to-end DCON integration around the Ode solver, introduced a robust OdeState-based refactor, and hardened the build with precompile readiness. Delivered cross-language validation tooling via DCON Notebooks for Fortran/Julia comparisons and laid the groundwork for fourfit outputs. Integrated Evan/Nik equilibration parameters into sing_find with successful validation against existing tests. Fixed critical reliability issues including ode_axis_init qlow > q0 capability and sing_lim validation against Fortran dcon. Performed targeted maintenance to improve testability and future-proof the codebase for scalable experimentation and multi-language validation.

In May 2025, delivered a focused overhaul of degree of freedom (dof) naming and symmetry handling across Fourier-based surface representations (CurveRZFourier, SurfaceXYZFourier, SurfaceXYZTensorFourier) in hiddenSymmetries/simsopt. Implemented private helpers (_make_names), standardized coefficient naming (rc/rs/zc/zs), added symmetry skip logic, refactored initialization and argument order, enhanced documentation via docstrings, and expanded unit tests to ensure dofs are exposed or hidden correctly. Performed minor cleanup and formatting improvements. This work reduces configuration ambiguity, strengthens reliability for simulations, and provides a solid foundation for future symmetry-based features.