JIT:
- Fix JIT tests by auto-detecting conda compiler from $CONDA_PREFIX/bin/
  and stripping build-time -isysroot and -fdebug-prefix-map flags
- Replace ~70 lines of hardcoded per-platform JIT config with generic
  _fix_jit_config() that works on all platforms
- Tests now pytest.skip() when JIT unavailable (previously passed silently)
- Add scripts/jit_diagnostics.py for CI debugging

CI (test_and_build.yml):
- Restructure dependency version selection: pick numpy first, then
  choose other deps based on numpy 1.x vs 2.x, then apply constraints
- Remove psg 9.4.5 from Python 3.14 (no conda builds)
- Fix numba 0.63 + numpy 2.4 incompatibility (require numba 0.64)
- Remove suitesparse extras <10 cap in pyproject.toml
- Add psg 10.x versions to all test paths

- Add `# pragma: is_grbscalar` to IndexBinaryOp theta scalar creation
  so bizarro scalars sed doesn't break GxB_BinaryOp_new_IndexOp (requires
  GrB_Scalar, not C scalar)
- Add burble and error log capture to JIT diagnostic script to reveal
  the actual compiler command and error on macOS ARM (still failing)
- Add more compiler fallback candidates (clang, gcc) in _fix_jit_config

…filter

JIT:
- Replace -isysroot with local macOS SDK via `xcrun --show-sdk-path`
  instead of stripping it (conda cross-compiler needs a sysroot)
- Move subprocess import to module level

CI dependency constraints:
- Add numpy 2.3+/scipy constraint (scipy <1.15.1 needs numpy <2.3)
- Move numba/numpy 2.4 constraint to be Python-version-independent
- Move upstream numpy override before dep selection to prevent stale
  scipy/pandas/awkward versions being chosen for numpy 1.x then
  overridden to numpy 2.x

Warning filter:
- Restore np.find_common_type deprecation filter (needed for numpy 1.25
  with older scipy/networkx)

…g compilers

- Only replace the JIT compiler path if the default doesn't exist;
  some psg builds use /usr/bin/cc which already works
- Add a probe compilation after fixing config: if JIT compilation
  fails for any reason (wrong flags, missing libs), turn JIT off
  and let tests skip cleanly instead of failing
- Move upstream numpy override before dep selection to prevent
  stale scipy/pandas being chosen for numpy 1.x then overridden to 2.x
- Add scipy/numpy 2.3+ constraint (scipy <1.15.1 needs numpy <2.3)
- Make numba/numpy 2.4 constraint Python-version-independent
- Restore np.find_common_type deprecation warning filter
- Add macos-15-intel and ubuntu-24.04-arm to CI test matrix

…ith comments explaining each case

Fix JIT: three-way probe result, sysconfig won't override failed probe

- _fix_jit_config returns True/False/None: working, probe-failed, no-conda
- Fixture uses single try/yield/finally with clear three-way branch
- When probe fails (False), JIT stays off — sysconfig won't retry
- Sysconfig path only runs when there's no conda env (None)
- Add pandas 3.0 requires numba >=0.60 constraint
- Add macos-15-intel and ubuntu-24.04-arm to CI matrix
- Stress testing in CI

- Deprecation warning now fires on engine="auto" when fast_matrix_market
  is installed (previously only warned on explicit engine="fmm")