| 1 | Lack of Vulkan-based browser alternatives | software | 64 | 40 | 58.89 | →-4.5% |
| 2 | Large Python codebase architecture visualization | software | 68 | 49 | 48.42 | ↓-5.6% |
| 3 | Authentication incompatible with ephemeral environments | software | 77 | 59 | 47.36 | →-3.7% |
| 4 | Adding virtual destructor breaks C++ ABI compatibility | software | 69 | 49 | 47.26 | ↑+72.5% |
| 5 | MySQL ST_CONTAINS spatial queries extremely slow with spatial indexes | software | 68 | 53 | 45.69 | → |
| 6 | Expensive CAD API calls for ship hydrostatics property evaluation | software | 71 | 61 | 44.74 | ↓-7.5% |
| 7 | Inefficient querying of JSONB complex operations | software | 68 | 56 | 44.50 | ↑+25.9% |
| 8 | Engineering blog aggregation lists decay over time | software | 67 | 55 | 43.85 | →-2.9% |
| 9 | SIMD optimization complexity and unpredictability | software | 67 | 56 | 43.51 | →-2.9% |
| 10 | AI coding session context lost when switching tools | software | 71 | 70 | 43.50 | →-1.4% |
| 11 | Ambiguous BEM methodology documentation | software | 64 | 58 | 43.35 | →-3.0% |
| 12 | Large dataset streaming memory leak in TensorFlow | software | 66 | 56 | 43.10 | → |
| 13 | Ad-cluttered converter websites unreliable | software | 58 | 51 | 42.35 | → |
| 14 | LLM bias reinforcement lacking safeguards | software | 64 | 62 | 42.32 | →-3.0% |
| 15 | AI marketing hype misrepresents actual developer capabilities | software | 67 | 65 | 42.30 | →-3.9% |
| 16 | Manual CPU affinity configuration for multi-socket deep learning servers | software | 62 | 57 | 42.18 | →-1.6% |
| 17 | Artifactory and Nexus expensive enterprise artifact management | software | 60 | 55 | 42.11 | →-3.2% |
| 18 | Programmable smartwatches lack independent WiFi connectivity | hardware | 53 | 42 | 41.97 | ↑+32.5% |
| 19 | Code review tool for solo devs | software | 67 | 71 | 41.08 | →-4.3% |
| 20 | Adafruit Matrix Portal M4 MemoryError on API fetch | hardware | 52 | 46 | 40.29 | →-1.9% |
| 21 | Header parameters missing from OpenAPI definitions | software | 62 | 55 | 40.01 | →-1.6% |
| 22 | Web agents fail at hard real-world tasks | software | 63 | 72 | 39.74 | ↑+6.8% |
| 23 | Application traffic binding to specific network interface | software | 61 | 55 | 39.68 | → |
| 24 | Mobile analytics SDKs silently collect identifiable data | software | 57 | 62 | 39.48 | →-1.7% |
| 25 | Production alerts overwhelm on-call engineers | software | 53 | 60 | 37.74 | →-3.6% |
| 26 | Missing Windows 11 drivers for legacy USB devices | hardware | 39 | 44 | 37.47 | →-2.5% |
| 27 | Maximal independent set algorithm performance too slow | software | 50 | 57 | 36.57 | →-2.0% |
| 28 | Common LISP stdin reading performance degradation | software | 43 | 52 | 36.35 | →-2.3% |
| 29 | Complex SQL window function limitations | software | 44 | 57 | 35.87 | → |
| 30 | Manual TypeScript type definitions for PostgreSQL queries | software | 43 | 53 | 34.89 | → |
| 31 | Kubernetes logs inaccessible when centralized logging pipeline breaks | software | 34 | 45 | 34.39 | → |
| 32 | Multi-GPU selection not working reliably | software | 40 | 58 | 33.76 | → |