February 2026: Delivered scalable addition of sparse observables in Qiskit, enabling the addition of two observables with a complex scalar multiplier. This feature enhances Hamiltonian construction and supports more expressive quantum algorithms. Achieved stability improvements and documentation updates, with code-review-driven refinements and cross-team collaboration.