docs(deps): explain NumPy 1.x cap

[manzuoni-astera]

Summary

• document why the workspace remains capped below NumPy 2
• identify the exact locked dependency constraint (boltz 2.2.1 requires numpy>=1.26,<2.0)
• make the condition for removing the cap explicit

Closes #276

Validation

• parsed pyproject.toml with Python tomllib
• verified the locked Boltz 2.2.1 wheel metadata contains the NumPy <2.0 requirement
• git diff --check

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Run ID: 062f1028-a1b3-48a7-a035-0a43e75bc79c

📥 Commits

Reviewing files that changed from the base of the PR and between 063f519 and 51e6541.

📒 Files selected for processing (1)

• pyproject.toml

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• Create PR with unit tests

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[Copilot]

Pull request overview

This PR documents why the workspace remains capped to numpy < 2.0 in the Pixi workspace dependencies: the currently locked boltz==2.2.1 wheel requires numpy>=1.26,<2.0, so lifting the cap would make the shared Boltz environments unsatisfiable. It also states the explicit condition for removing the cap (once Boltz supports NumPy 2.x). (Confidence: ~90%)

Changes:

• Added an inline comment explaining the numpy < 2.0 workspace-wide cap.
• Recorded the specific locked constraint (boltz 2.2.1 → numpy < 2.0) and the condition to remove the cap.

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