Implement GPU backend detection for Blender compatibility

- Added functionality to detect GPU backends (HIP and NVIDIA) during runner registration, enhancing compatibility for Blender versions below 4.x.
- Introduced a new method, DetectAndStoreGPUBackends, to download the latest Blender and run a detection script, storing the results for future rendering decisions.
- Updated rendering logic to force CPU rendering when HIP is detected on systems with Blender < 4.x, ensuring stability and compatibility.
- Enhanced the Context structure to include flags for GPU detection status, improving error handling and rendering decisions based on GPU availability.

internal/runner/blender/detect.go

@@ -0,0 +1,45 @@
+// Package blender: GPU backend detection for HIP vs NVIDIA.
+package blender
+
+import (
+	"bufio"
+	"fmt"
+	"os"
+	"os/exec"
+	"path/filepath"
+	"strings"
+
+	"jiggablend/pkg/scripts"
+)
+
+// DetectGPUBackends runs a minimal Blender script to detect whether HIP (AMD) and/or
+// NVIDIA (CUDA/OptiX) devices are available. Use this to decide whether to force CPU
+// for Blender < 4.x (only force when HIP is present, since HIP has no official support pre-4).
+func DetectGPUBackends(blenderBinary, scriptDir string) (hasHIP, hasNVIDIA bool, err error) {
+	scriptPath := filepath.Join(scriptDir, "detect_gpu_backends.py")
+	if err := os.WriteFile(scriptPath, []byte(scripts.DetectGPUBackends), 0644); err != nil {
+		return false, false, fmt.Errorf("write detection script: %w", err)
+	}
+	defer os.Remove(scriptPath)
+
+	env := TarballEnv(blenderBinary, os.Environ())
+	cmd := exec.Command(blenderBinary, "-b", "--python", scriptPath)
+	cmd.Env = env
+	cmd.Dir = scriptDir
+	out, err := cmd.CombinedOutput()
+	if err != nil {
+		return false, false, fmt.Errorf("run blender detection: %w (output: %s)", err, string(out))
+	}
+
+	scanner := bufio.NewScanner(strings.NewReader(string(out)))
+	for scanner.Scan() {
+		line := strings.TrimSpace(scanner.Text())
+		switch line {
+		case "HAS_HIP":
+			hasHIP = true
+		case "HAS_NVIDIA":
+			hasNVIDIA = true
+		}
+	}
+	return hasHIP, hasNVIDIA, scanner.Err()
+}