| 1 | Mobile analytics SDKs silently collect identifiable data | software | 76 | 40 | 100.00 | ↑+63.8% |
| 2 | Lack of Vulkan-based browser alternatives | software | 74 | 30 | 86.33 | ↑+17.5% |
| 3 | AI marketing hype misrepresents actual developer capabilities | software | 83 | 51 | 81.37 | ↑+18.6% |
| 4 | MySQL ST_CONTAINS spatial queries extremely slow with spatial indexes | software | 73 | 49 | 74.49 | ↑+21.7% |
| 5 | AI coding session context lost when switching tools | software | 79 | 59 | 66.95 | ↑+11.3% |
| 6 | LLM bias reinforcement lacking safeguards | software | 64 | 43 | 64.50 | ↑+36.2% |
| 7 | Complex SQL window function limitations | software | 64 | 54 | 59.26 | ↑+6.7% |
| 8 | Code review tool for solo devs | software | 78 | 55 | 49.64 | ↑+32.2% |
| 9 | Production alerts overwhelm on-call engineers | software | 51 | 51 | 43.33 | ↓-5.6% |
| 10 | Common LISP stdin reading performance degradation | software | 56 | 49 | 40.00 | →+1.8% |
| 11 | Authentication incompatible with ephemeral environments | software | 68 | 45 | 35.26 | ↑+74.4% |
| 12 | Multi-GPU selection not working reliably | software | 55 | 55 | 35.00 | →+3.7% |
| 13 | Missing Windows 11 drivers for legacy USB devices | hardware | 54 | 38 | 33.16 | → |
| 14 | Engineering blog aggregation lists decay over time | software | 68 | 49 | 32.38 | ↑+65.9% |
| 15 | Application traffic binding to specific network interface | software | 58 | 51 | 26.54 | ↑+100.0% |
| 16 | Ad-cluttered converter websites unreliable | software | 46 | 43 | 23.18 | →+2.2% |
| 17 | Web agents fail at hard real-world tasks | software | 49 | 51 | 20.82 | ↑+6.5% |
| 18 | Programmable smartwatches lack independent WiFi connectivity | hardware | 51 | 30 | 19.83 | ↑+21.4% |
| 19 | Artifactory and Nexus expensive enterprise artifact management | software | 52 | 44 | 19.70 | ↑+13.0% |
| 20 | Manual TypeScript type definitions for PostgreSQL queries | software | 52 | 50 | 17.33 | → |
| 21 | Kubernetes logs inaccessible when centralized logging pipeline breaks | software | 40 | 42 | 15.87 | ↓-7.0% |
| 22 | SIMD optimization complexity and unpredictability | software | 48 | 48 | 11.67 | ↑+14.3% |
| 23 | Inefficient querying of JSONB complex operations | software | 29 | 45 | 10.74 | ↑+7.4% |
| 24 | Adding virtual destructor breaks C++ ABI compatibility | software | 37 | 41 | 10.53 | →-2.6% |
| 25 | Ambiguous BEM methodology documentation | software | 24 | 42 | 9.52 | ↑+9.1% |
| 26 | Expensive CAD API calls for ship hydrostatics property evaluation | software | 34 | 43 | 9.22 | →-2.9% |
| 27 | Header parameters missing from OpenAPI definitions | software | 26 | 49 | 8.84 | ↑+18.2% |
| 28 | Large Python codebase architecture visualization | software | 37 | 70 | 8.81 | ↓-9.8% |
| 29 | Large dataset streaming memory leak in TensorFlow | software | 36 | 48 | 8.75 | → |
| 30 | Manual CPU affinity configuration for multi-socket deep learning servers | software | 32 | 44 | 8.48 | →+3.2% |
| 31 | Adafruit Matrix Portal M4 MemoryError on API fetch | hardware | 31 | 40 | 5.17 | → |
| 32 | Maximal independent set algorithm performance too slow | software | 21 | 51 | 4.80 | ↑+16.7% |