| 1 | Centralized SSO for legacy appliances and custom webservers | Legal & Compliance | 69 | 16 | 69.40 | ↑+13.1% |
| 2 | Local-first note taking | Productivity | 59 | 41 | 63.06 | →-1.7% |
| 3 | Large Python codebase architecture visualization | Developer Tools | 57 | 43 | 49.98 | →-3.4% |
| 4 | MySQL ST_CONTAINS spatial queries extremely slow with spatial indexes | Developer Tools | 74 | 58 | 48.32 | →-2.6% |
| 5 | Browser extension for focus | Productivity | 62 | 52 | 48.22 | →-1.6% |
| 6 | Ambiguous BEM methodology documentation | Developer Tools | 68 | 65 | 45.56 | →-1.4% |
| 7 | Couples lack tools to jointly manage household spending and finances | Finance & Banking | 70 | 57 | 45.24 | → |
| 8 | Home maintenance tasks scattered across note apps | Productivity & Work | 67 | 67 | 44.59 | →-1.5% |
| 9 | AI coding session context lost when switching tools | Developer Tools | 68 | 72 | 44.52 | ↑+17.2% |
| 10 | SIMD optimization complexity and unpredictability | Developer Tools | 69 | 61 | 43.49 | →-2.8% |
| 11 | Email sending blocked by censorship | Productivity & Work | 58 | 49 | 43.11 | →-1.7% |
| 12 | Authentication incompatible with ephemeral environments | Developer Tools | 68 | 61 | 42.88 | →-1.4% |
| 13 | Engineering blog aggregation lists decay over time | Developer Tools | 65 | 63 | 42.32 | →-3.0% |
| 14 | LLM bias reinforcement lacking safeguards | Developer Tools | 60 | 64 | 41.89 | →-1.6% |
| 15 | AI assistants fail on complex interview-style interactions | Education & Learning | 61 | 67 | 41.52 | ↑+8.9% |
| 16 | Google Business Profile tied to physical address loses ranking after relocation | Marketing & Sales | 69 | 62 | 41.41 | → |
| 17 | Mobile analytics SDKs silently collect identifiable data | Developer Tools | 58 | 64 | 41.36 | →-1.7% |
| 18 | Ad-cluttered converter websites unreliable | Developer Tools | 62 | 59 | 41.17 | →-3.1% |
| 19 | Microsoft To Do app crashes frequently | Productivity & Work | 60 | 55 | 41.03 | →-3.2% |
| 20 | Inefficient querying of JSONB complex operations | Developer Tools | 63 | 61 | 40.76 | →-1.6% |
| 21 | Todoist forced plan upgrade mid-subscription | Productivity & Work | 62 | 57 | 40.68 | →-3.1% |
| 22 | Adding virtual destructor breaks C++ ABI compatibility | Developer Tools | 56 | 52 | 40.65 | →-1.8% |
| 23 | Large dataset streaming memory leak in TensorFlow | Developer Tools | 64 | 59 | 40.65 | →+1.6% |
| 24 | AI marketing hype misrepresents actual developer capabilities | Developer Tools | 61 | 67 | 40.53 | →-1.6% |
| 25 | OpenInsider UI outdated and lacks transaction type granularity | Finance & Banking | 54 | 55 | 39.16 | →-1.8% |
| 26 | PowerPoint to PDF alt-text preservation fails inconsistently | Education & Learning | 65 | 69 | 38.95 | →-1.5% |
| 27 | iPad app scaling and login functionality broken | Productivity & Work | 52 | 37 | 38.87 | → |
| 28 | Non-technical users forget passwords frequently | Productivity & Work | 56 | 62 | 38.82 | →-1.8% |
| 29 | Header parameters missing from OpenAPI definitions | Developer Tools | 61 | 57 | 38.80 | → |
| 30 | Application traffic binding to specific network interface | Developer Tools | 62 | 57 | 38.80 | → |
| 31 | Code review tool for solo devs | Developer Tools | 59 | 74 | 38.47 | →-3.3% |
| 32 | Email list segmentation without expensive CDP or manual tagging | Marketing & Sales | 51 | 49 | 38.17 | →-3.8% |
| 33 | Artifactory and Nexus expensive enterprise artifact management | Developer Tools | 50 | 57 | 37.68 | → |
| 34 | current symptoms | Productivity & Work | 58 | 47 | 37.54 | → |
| 35 | Expensive CAD API calls for ship hydrostatics property evaluation | Developer Tools | 52 | 66 | 37.50 | →-3.7% |
| 36 | Manual CPU affinity configuration for multi-socket deep learning servers | Developer Tools | 54 | 67 | 37.39 | →-1.8% |
| 37 | Fidelity lacks DRIP-excluded gain tracking | Finance & Banking | 55 | 67 | 36.48 | →-1.8% |
| 38 | Stripe rejects NSFW content payment processing | Finance & Banking | 56 | 61 | 36.44 | → |
| 39 | Web agents fail at hard real-world tasks | Developer Tools | 53 | 74 | 35.48 | →-3.6% |
| 40 | Social media content calendar sync across multiple platforms | Marketing & Sales | 47 | 60 | 35.43 | →-2.1% |
| 41 | Maximal independent set algorithm performance too slow | Developer Tools | 49 | 62 | 35.41 | →-2.0% |
| 42 | Common LISP stdin reading performance degradation | Developer Tools | 44 | 55 | 35.38 | → |
| 43 | Unmanageable notification volume across multiple channels | Productivity & Work | 52 | 66 | 35.07 | → |
| 44 | Microsoft To Do shared lists sync unreliably | Productivity & Work | 48 | 59 | 35.01 | → |
| 45 | Lack of Vulkan-based browser alternatives | Developer Tools | 56 | 78 | 34.69 | →-1.8% |
| 46 | Medical imaging software has significant lag performance | Health & Fitness | 50 | 68 | 34.65 | →-3.8% |
| 47 | Production alerts overwhelm on-call engineers | Developer Tools | 48 | 67 | 34.48 | →-2.0% |
| 48 | Complex SQL window function limitations | Developer Tools | 43 | 60 | 34.33 | → |
| 49 | Large-scale digital activism coordination without centralized platform | Marketing & Sales | 44 | 61 | 33.86 | → |
| 50 | Lead quality scoring without a dedicated data analyst | Marketing & Sales | 43 | 54 | 33.83 | → |