Software & tech
768 use cases, sorted by grade and score.
| Rank | Grade | Use case | Vertical | Function | Volume | Value | Risk | Score |
|---|---|---|---|---|---|---|---|---|
| 1 | S | Prompt injection detection guardrail | Software & tech | Agents & dev | high | major | high | 5.94 |
| 2 | S | Social media spam and abuse classification | Software & tech | Social & creator | high | major | moderate | 5.92 |
| 3 | S | Content moderation unsafe tagging | Software & tech | Social & creator | high | major | high | 5.90 |
| 4 | S | LLM output safety classification | Software & tech | Agents & dev | high | major | high | 5.78 |
| 5 | S | LLM cost-quality routing with RouteLLM | Software & tech | Agents & dev | high | major | moderate | 5.75 |
| 6 | S | Claude Code hooks pre-tool-use validation | Software & tech | Agents & dev | high | major | moderate | 5.67 |
| 7 | S | Log sensitive-data leak | Software & tech | Agents & dev | high | major | high | 5.67 |
| 8 | S | Prompt injection scanner | Software & tech | Agents & dev | high | major | high | 5.64 |
| 9 | S | Claude Code agent hooks for guardrails | Software & tech | Agents & dev | high | major | high | 5.63 |
| 10 | S | Claude Code post-tool-use guardrail | Software & tech | Agents & dev | high | major | high | 5.60 |
| 11 | S | Agent tool-call risk gate | Software & tech | Agents & dev | high | major | high | 5.57 |
| 12 | S | Escalation priority for trust-and-safety reports | Software & tech | Social & creator | high | major | high | 5.55 |
| 13 | S | Free trial conversion prediction | Software & tech | Sales | high | major | moderate | 5.49 |
| 14 | S | Flag platform-policy risk in aesthetic social and ad creative | Software & tech | Ads | routine | major | high | 5.22 |
| 15 | S | Churn-risk language in support ticket threads | Software & tech | Support & CX | routine | major | moderate | 5.14 |
| 16 | S | Detect champion-leaving signals in call transcripts | Software & tech | Sales | routine | major | moderate | 5.06 |
| 17 | S | Secrets-in-diff semantic check | Software & tech | Agents & dev | routine | major | moderate | 4.78 |
| 18 | S | Private-info detector before vault sync | Software & tech | Agents & dev | routine | major | high | 4.61 |
| 19 | S | Pre and post crawl diff classification | Software & tech | Agents & dev | routine | major | moderate | 4.51 |
| 20 | S | Dataset license read | Software & tech | Agents & dev | routine | major | high | 4.50 |
| 21 | S | API endpoint security classification | Software & tech | Agents & dev | routine | major | high | 4.47 |
| 22 | S | Customer success intervention type severity | Software & tech | Support & CX | routine | major | moderate | 4.42 |
| 23 | S | Sandbox escape attempt | Software & tech | Agents & dev | routine | major | moderate | 4.37 |
| 24 | A | Cursor IDE automatic model routing | Software & tech | Agents & dev | high | major | moderate | 5.83 |
| 25 | A | Enterprise customer success platform | Software & tech | Support & CX | high | major | moderate | 5.77 |
| 26 | A | How Does Gmail Know It's Spam BEFORE You Open It? | Software & tech | Agents & dev | high | major | low | 5.72 |
| 27 | A | Jev as an agent safety monitor | Software & tech | Agents & dev | high | major | high | 5.72 |
| 28 | A | Bouncer | Software & tech | Agents & dev | high | major | moderate | 5.71 |
| 29 | A | Martian AI model router for enterprises | Software & tech | Agents & dev | high | major | moderate | 5.71 |
| 30 | A | NVIDIA LLM classifier for request routing | Software & tech | Agents & dev | high | major | moderate | 5.66 |
| 31 | A | Jev agent safety gates | Software & tech | Agents & dev | high | major | high | 5.59 |
| 32 | A | How LinkedIn's AI Stops Viral Spam Before Millions See It | Software & tech | Social & creator | high | major | low | 5.58 |
| 33 | A | Agent tool selection with confidence | Software & tech | Agents & dev | high | major | moderate | 5.55 |
| 34 | A | Martian cost-quality optimization | Software & tech | Agents & dev | high | major | moderate | 5.54 |
| 35 | A | Pi-model routing between LLM tiers | Software & tech | Agents & dev | high | major | moderate | 5.53 |
| 36 | A | Detecting unwanted content using machine-assisted content moderation | Software & tech | Social & creator | high | major | moderate | 5.52 |
| 37 | A | Intent classifier for LLM routing | Software & tech | Agents & dev | high | major | moderate | 5.52 |
| 38 | A | API rate limiting decision making | Software & tech | Agents & dev | high | major | moderate | 5.49 |
| 39 | A | API rate limit tier assignment | Software & tech | Agents & dev | high | major | moderate | 5.48 |
| 40 | A | AI Safety Watchdog Robot Checks Risky Actions | Software & tech | Agents & dev | high | major | moderate | 5.40 |
| 41 | A | The 60-Second Math Behind Every Spam Filter | Software & tech | Social & creator | high | major | low | 5.36 |
| 42 | A | Model selection across 60+ LLM providers | Software & tech | Agents & dev | high | meaningful | moderate | 5.34 |
| 43 | A | Coding agent cost optimization with NotDiamond | Software & tech | Agents & dev | high | major | moderate | 5.33 |
| 44 | A | API rate limit policy | Software & tech | Agents & dev | high | meaningful | moderate | 5.29 |
| 45 | A | AI agent routing guardrails and tool selection with Jev | Software & tech | Agents & dev | high | meaningful | moderate | 5.26 |
| 46 | A | SaaS customer churn prediction and retention | Software & tech | Support & CX | routine | major | moderate | 5.24 |
| 47 | A | Your Spam Filter Runs on Probability—Here’s How | Software & tech | Agents & dev | high | major | low | 5.24 |
| 48 | A | firehose-judge | Software & tech | Social & creator | high | major | high | 5.22 |
| 49 | A | Automated system monitoring and triage | Software & tech | Agents & dev | high | meaningful | moderate | 5.21 |
| 50 | A | Email Spam and Malware filtering Using Machine Learning. | Software & tech | Agents & dev | high | major | moderate | 5.20 |
| 51 | A | Semantic router decision latency | Software & tech | Agents & dev | high | meaningful | moderate | 5.18 |
| 52 | A | Composer skill matching and routing | Software & tech | Agents & dev | high | meaningful | moderate | 5.15 |
| 53 | A | Context-window pruning of chat history | Software & tech | Agents & dev | high | meaningful | moderate | 5.15 |
| 54 | A | AI agent intent routing for model selection | Software & tech | Agents & dev | high | meaningful | moderate | 5.14 |
| 55 | A | Kapa.ai RAG context pruning classifier | Software & tech | Agents & dev | high | meaningful | moderate | 5.13 |
| 56 | A | API quota usage alerting | Software & tech | Agents & dev | high | meaningful | moderate | 5.09 |
| 57 | A | Context-window pruner | Software & tech | Agents & dev | high | meaningful | moderate | 5.09 |
| 58 | A | LangChain Skill Selection Middleware for Deep Agents | Software & tech | Agents & dev | high | meaningful | moderate | 5.08 |
| 59 | A | n8n Jev Classification community node | Software & tech | Agents & dev | high | meaningful | moderate | 5.08 |
| 60 | A | In-app notification routing | Software & tech | Personalization & CRO | high | meaningful | moderate | 5.07 |
| 61 | A | Spam Classifying AI Model | Software & tech | Social & creator | high | meaningful | moderate | 5.07 |
| 62 | A | API key decision routing | Software & tech | Agents & dev | high | meaningful | moderate | 5.06 |
| 63 | A | NVIDIA intent classifier for agents | Software & tech | Agents & dev | high | meaningful | moderate | 5.06 |
| 64 | A | Task complexity detection for model sizing | Software & tech | Agents & dev | high | meaningful | moderate | 5.04 |
| 65 | A | Detect product-misuse patterns in support chat | Software & tech | Support & CX | routine | major | high | 5.03 |
| 66 | A | Per-Turn Skill Routing Middleware for LangChain Deepagents | Software & tech | Agents & dev | high | meaningful | moderate | 5.02 |
| 67 | A | How Your Email Knows Spam vs. Real Mail \| Machine Learning Explained | Software & tech | Research & education | high | meaningful | moderate | 5.00 |
| 68 | A | Product usage intensity customer health | Software & tech | Support & CX | routine | major | moderate | 5.00 |
| 69 | A | Webhook routing by event type | Software & tech | Agents & dev | high | meaningful | moderate | 5.00 |
| 70 | A | AI Code Review Tool for Every Agent Edit | Software & tech | Agents & dev | high | meaningful | low | 4.98 |
| 71 | A | Spam or Ham? Check Emails Using Python in Seconds #Python #MachineLearning #SpamDetection | Software & tech | Social & creator | high | meaningful | moderate | 4.97 |
| 72 | A | Query complexity binary classification for models | Software & tech | Agents & dev | high | meaningful | moderate | 4.95 |
| 73 | A | API request payload classification | Software & tech | Agents & dev | high | meaningful | moderate | 4.94 |
| 74 | A | Jev Codex Router | Software & tech | Agents & dev | high | meaningful | moderate | 4.92 |
| 75 | A | Semantic routing for agent workflows | Software & tech | Agents & dev | high | meaningful | moderate | 4.91 |
| 76 | A | Using AI to Triage and Assign Customer Support Tickets within a Large Healthcare SaaS Orga | Software & tech | Support & CX | high | meaningful | moderate | 4.91 |
| 77 | A | Email Spam Detection/Email Spam Classification #spam #machinelearning #python #programming | Software & tech | Agents & dev | routine | major | moderate | 4.90 |
| 78 | A | Lev turns server errors into verified incident queue | Software & tech | Agents & dev | routine | major | moderate | 4.89 |
| 79 | A | MindsDB MonkeyLearn support bot | Software & tech | Support & CX | high | meaningful | moderate | 4.89 |
| 80 | A | Product tier recommendation upsell detection | Software & tech | Sales | routine | major | moderate | 4.89 |
| 81 | A | Upsell and cross-sell opportunity scoring | Software & tech | Sales | routine | major | moderate | 4.89 |
| 82 | A | A real-time ad blocker | Software & tech | Agents & dev | high | meaningful | moderate | 4.88 |
| 83 | A | is-malicious | Software & tech | Agents & dev | routine | major | high | 4.88 |
| 84 | A | AI Chat Moderation: How to Identify Harmful Content | Software & tech | Agents & dev | routine | major | moderate | 4.80 |
| 85 | A | Dashboard alert noise filter | Software & tech | Agents & dev | high | meaningful | moderate | 4.80 |
| 86 | A | Identify whether a pricing-page visitor question is pre-sale or support | Software & tech | Sales | routine | meaningful | moderate | 4.80 |
| 87 | A | License key activation validation | Software & tech | Agents & dev | routine | major | high | 4.77 |
| 88 | A | How Gmail Detects Spam Emails Using AI 🤯 | Software & tech | Social & creator | high | meaningful | low | 4.76 |
| 89 | A | Eval answer equivalence | Software & tech | Agents & dev | routine | meaningful | low | 4.75 |
| 90 | A | Feature adoption coaching | Software & tech | Support & CX | high | meaningful | moderate | 4.72 |
| 91 | A | Idle-agent loop tick: is the task finished | Software & tech | Agents & dev | high | meaningful | moderate | 4.71 |
| 92 | A | Jev routing and decision API | Software & tech | Agents & dev | high | meaningful | moderate | 4.71 |
| 93 | A | pi-jev-router | Software & tech | Agents & dev | high | meaningful | moderate | 4.71 |
| 94 | A | Is this a paywall or error shell | Software & tech | Agents & dev | high | meaningful | moderate | 4.70 |
| 95 | A | jev-review | Software & tech | Agents & dev | high | meaningful | low | 4.70 |
| 96 | A | LLM as judge for eval grading | Software & tech | Agents & dev | high | meaningful | moderate | 4.70 |
| 97 | A | Supervised Learning:Spam Email Filtering ! #machinelearning#supervised#data#ai#shorts #vir | Software & tech | Social & creator | high | meaningful | moderate | 4.70 |
| 98 | A | A confidence badge on every post | Software & tech | Social & creator | high | meaningful | moderate | 4.67 |
| 99 | A | AI-powered X feed filter with custom rules | Software & tech | Social & creator | high | meaningful | moderate | 4.67 |
| 100 | A | Kubernetes event noise filter | Software & tech | Agents & dev | high | meaningful | moderate | 4.67 |
| 101 | A | jev-crawlers | Software & tech | Agents & dev | routine | meaningful | moderate | 4.66 |
| 102 | A | AI Content Moderation with Fenic — Understand Context, Not Keywords (in 120 Seconds) | Software & tech | Agents & dev | routine | major | moderate | 4.65 |
| 103 | A | Hunk risk tiering | Software & tech | Agents & dev | routine | meaningful | moderate | 4.65 |
| 104 | A | Claude Code plugin for prompt routing and rule checks | Software & tech | Agents & dev | high | meaningful | moderate | 4.64 |
| 105 | A | AI link prefetching library for Nuxt and Next.js | Software & tech | Personalization & CRO | high | meaningful | moderate | 4.63 |
| 106 | A | Auto-prioritize an incoming ticket by blast radius language | Software & tech | Support & CX | routine | major | moderate | 4.62 |
| 107 | A | Instruction conflict detector | Software & tech | Agents & dev | routine | meaningful | moderate | 4.62 |
| 108 | A | jev-agent-skill-router | Software & tech | Agents & dev | high | meaningful | moderate | 4.61 |
| 109 | A | Multi-criteria LLM eval framework | Software & tech | Agents & dev | routine | meaningful | low | 4.61 |
| 110 | A | Account renewal risk scoring retention focus | Software & tech | Support & CX | routine | major | moderate | 4.60 |
| 111 | A | Bot query routing classification | Software & tech | Agents & dev | high | meaningful | moderate | 4.60 |
| 112 | A | Honeypot interaction sorting | Software & tech | Agents & dev | routine | meaningful | moderate | 4.60 |
| 113 | A | Graded relevance judge scoring system | Software & tech | Agents & dev | routine | meaningful | moderate | 4.59 |
| 114 | A | Permission prompt predictor | Software & tech | Agents & dev | routine | meaningful | high | 4.59 |
| 115 | A | Backlink suggestion as you type | Software & tech | SEO & AI search | high | meaningful | moderate | 4.58 |
| 116 | A | GitHub alexrudloff LLM complexity router | Software & tech | Agents & dev | high | meaningful | moderate | 4.58 |
| 117 | A | pi-heed | Software & tech | Agents & dev | routine | meaningful | moderate | 4.58 |
| 118 | A | Alert grouping | Software & tech | Agents & dev | high | meaningful | moderate | 4.57 |
| 119 | A | AI Should Be Doing Content Moderation — Not Traumatized Human Beings #shorts | Software & tech | Social & creator | routine | major | moderate | 4.56 |
| 120 | A | Documentation search ranking | Software & tech | Personalization & CRO | high | meaningful | moderate | 4.52 |
| 121 | A | Geo Pulse | Software & tech | Research & education | high | meaningful | moderate | 4.49 |
| 122 | A | Customer contract renewal risk from support tone | Software & tech | Support & CX | routine | major | moderate | 4.48 |
| 123 | A | jev-curate | Software & tech | Agents & dev | high | meaningful | low | 4.48 |
| 124 | A | Judge whether alert is actionable | Software & tech | Agents & dev | routine | meaningful | moderate | 4.48 |
| 125 | A | How Gmail filters 15 billion spam emails a day \| ML interview | Software & tech | Agents & dev | routine | meaningful | low | 4.47 |
| 126 | A | Security report quality | Software & tech | Agents & dev | routine | meaningful | moderate | 4.46 |
| 127 | A | Spot expansion intents in support tickets | Software & tech | Support & CX | routine | major | moderate | 4.46 |
| 128 | A | Account status badge classification | Software & tech | Support & CX | routine | meaningful | moderate | 4.45 |
| 129 | A | jev-skill-router | Software & tech | Agents & dev | high | meaningful | moderate | 4.45 |
| 130 | A | Agent evaluation with scorer LLM | Software & tech | Agents & dev | routine | meaningful | low | 4.44 |
| 131 | A | Open-source model and reasoning effort router for coding agents | Software & tech | Agents & dev | high | meaningful | moderate | 4.44 |
| 132 | A | Source citation supports claim | Software & tech | SEO & AI search | routine | meaningful | moderate | 4.44 |
| 133 | A | toxic-filter | Software & tech | Social & creator | high | meaningful | moderate | 4.44 |
| 134 | A | Claude Code hook stop event gating | Software & tech | Agents & dev | routine | meaningful | moderate | 4.43 |
| 135 | A | NLP: The Deployed Spam Filter That Stopped Catching Cryptocurrency Emails #Shorts | Software & tech | Social & creator | routine | meaningful | moderate | 4.42 |
| 136 | A | Memory-write worthiness | Software & tech | Agents & dev | high | meaningful | moderate | 4.41 |
| 137 | A | Every rule checked in 348 ms | Software & tech | Agents & dev | high | meaningful | low | 4.40 |
| 138 | A | Competitor switch detection migration risk | Software & tech | Sales | routine | major | moderate | 4.39 |
| 139 | A | Change risk at deploy time | Software & tech | Agents & dev | routine | major | moderate | 4.38 |
| 140 | A | Incident severity guess | Software & tech | Agents & dev | routine | meaningful | moderate | 4.38 |
| 141 | A | IndieHackers AI categorization API for programmatic SEO | Software & tech | SEO & AI search | high | meaningful | moderate | 4.38 |
| 142 | A | Voice control over Fusion 360 | Software & tech | Agents & dev | high | meaningful | moderate | 4.36 |
| 143 | A | AI agent scraping method selection | Software & tech | Agents & dev | routine | meaningful | moderate | 4.32 |
| 144 | A | Onboarding video auto-play decision | Software & tech | Personalization & CRO | high | meaningful | moderate | 4.30 |
| 145 | A | How AI Detects Spam and Phishing — and Why the Filter Stops Working | Software & tech | Agents & dev | routine | meaningful | moderate | 4.29 |
| 146 | A | jevflow | Software & tech | Agents & dev | routine | meaningful | low | 4.28 |
| 147 | A | Tool result usefulness | Software & tech | Agents & dev | routine | meaningful | low | 4.28 |
| 148 | A | vLLM semantic model selector | Software & tech | Agents & dev | high | meaningful | moderate | 4.28 |
| 149 | A | A usage router for Grok Bot | Software & tech | Agents & dev | high | meaningful | moderate | 4.26 |
| 150 | A | An always-on assistant with no wake word | Software & tech | Agents & dev | high | meaningful | moderate | 4.24 |
| 151 | A | Bot-noise suppression | Software & tech | Agents & dev | routine | meaningful | moderate | 4.24 |
| 152 | A | jev-router (skill) | Software & tech | Agents & dev | high | meaningful | moderate | 4.24 |
| 153 | A | RAG context pruning with sequence labeling | Software & tech | Agents & dev | routine | meaningful | moderate | 4.24 |
| 154 | A | Spam Mail Detection with Machine Learning in Python | Software & tech | Agents & dev | routine | meaningful | moderate | 4.23 |
| 155 | A | Instagram's AI content moderation system is a pain in the AHH | Software & tech | Social & creator | routine | meaningful | low | 4.22 |
| 156 | A | Next.js API route branching by user type | Software & tech | Agents & dev | high | meaningful | moderate | 4.22 |
| 157 | A | Vulnerability exploitability read | Software & tech | Agents & dev | routine | meaningful | moderate | 4.22 |
| 158 | A | Building Smart Content Moderation for Drupal: AI-Powered Spam Detection and Community Safe | Software & tech | Social & creator | routine | meaningful | low | 4.21 |
| 159 | A | Alert routing by failure classification | Software & tech | Agents & dev | routine | meaningful | moderate | 4.19 |
| 160 | A | Detect "silent churn" in NPS verbatims | Software & tech | Support & CX | routine | meaningful | moderate | 4.18 |
| 161 | A | Detect upsell opportunity in tech notes | Software & tech | Sales | routine | major | moderate | 4.16 |
| 162 | A | Inbox Under Attack: How AI Stops Spam & Phishing attacks #utcaistudio #aiinreallife #spamf | Software & tech | Social & creator | high | meaningful | low | 4.16 |
| 163 | A | pi-jev-compaction | Software & tech | Agents & dev | high | meaningful | low | 4.14 |
| 164 | A | Commit message quality | Software & tech | Agents & dev | routine | meaningful | moderate | 4.13 |
| 165 | A | pi-jev-router (win4r) | Software & tech | Agents & dev | routine | meaningful | low | 4.13 |
| 166 | A | Cache-preserving dual-path tool routing | Software & tech | Agents & dev | routine | meaningful | low | 4.10 |
| 167 | A | CI test failure triage by root cause | Software & tech | Agents & dev | routine | meaningful | moderate | 4.09 |
| 168 | A | Log anomaly semantic | Software & tech | Agents & dev | routine | meaningful | moderate | 4.09 |
| 169 | A | SemDecide | Software & tech | Agents & dev | routine | meaningful | moderate | 4.07 |
| 170 | A | Sort error log lines for noise | Software & tech | Agents & dev | routine | meaningful | moderate | 4.07 |
| 171 | A | Detect process-change language in standups | Software & tech | Knowledge work | routine | meaningful | low | 4.06 |
| 172 | A | Google Built AI to Hunt AI Spam | Software & tech | Agents & dev | routine | meaningful | low | 4.06 |
| 173 | A | Detect scope creep language in sprint threads | Software & tech | Knowledge work | routine | meaningful | moderate | 4.04 |
| 174 | A | Chunk library tagging | Software & tech | Personalization & CRO | routine | meaningful | low | 4.03 |
| 175 | A | Lineage edge plausibility | Software & tech | Agents & dev | routine | meaningful | moderate | 4.03 |
| 176 | A | Integration priority routing | Software & tech | Agents & dev | routine | meaningful | moderate | 4.02 |
| 177 | A | Triage app-store reviews to the right team | Software & tech | Support & CX | routine | meaningful | moderate | 4.02 |
| 178 | A | Reviewer routing by hunk topic | Software & tech | Agents & dev | routine | meaningful | moderate | 4.01 |
| 179 | A | Test failure classification by root cause | Software & tech | Agents & dev | routine | meaningful | moderate | 4.01 |
| 180 | A | Instant compaction for Claude | Software & tech | Agents & dev | routine | meaningful | low | 4.00 |
| 181 | A | Synthetic ticket routing is failing your support latency benchmarks #Shorts | Software & tech | Support & CX | routine | meaningful | low | 3.99 |
| 182 | A | HTTP status code categorization | Software & tech | Agents & dev | routine | meaningful | low | 3.98 |
| 183 | A | Review-comment actionability | Software & tech | Agents & dev | routine | meaningful | moderate | 3.98 |
| 184 | A | Dependency upgrade risk | Software & tech | Agents & dev | routine | meaningful | moderate | 3.96 |
| 185 | A | Automated issue triage and linking | Software & tech | Agents & dev | routine | meaningful | moderate | 3.95 |
| 186 | A | Tweet-thread chunk boundary | Software & tech | Agents & dev | routine | meaningful | low | 3.95 |
| 187 | A | How CNNs Detect NSFW Content (AI Explained) | Software & tech | Agents & dev | routine | meaningful | moderate | 3.94 |
| 188 | A | AI-generated-response likelihood triage | Software & tech | Agents & dev | routine | meaningful | moderate | 3.93 |
| 189 | A | Classify microcopy tone against brand voice rules | Software & tech | Content & brand | routine | meaningful | moderate | 3.92 |
| 190 | A | Retry vs replan after error | Software & tech | Agents & dev | routine | meaningful | moderate | 3.92 |
| 191 | A | Secrets scan false positive | Software & tech | Agents & dev | routine | meaningful | moderate | 3.92 |
| 192 | A | compact-adviser | Software & tech | Agents & dev | routine | meaningful | low | 3.91 |
| 193 | A | Score MEDDICC completeness per deal note | Software & tech | Sales | routine | meaningful | moderate | 3.91 |
| 194 | A | Agent output hallucination smell | Software & tech | Agents & dev | routine | meaningful | moderate | 3.90 |
| 195 | A | Prod alert actionability | Software & tech | Agents & dev | routine | meaningful | moderate | 3.89 |
| 196 | A | Test selection for diff | Software & tech | Agents & dev | routine | meaningful | moderate | 3.89 |
| 197 | A | Issue and PR auto-triage with similarity | Software & tech | Agents & dev | routine | meaningful | moderate | 3.88 |
| 198 | A | GitHub issue duplicate detection | Software & tech | Agents & dev | routine | meaningful | moderate | 3.87 |
| 199 | A | Jev vs OpenAI Decisions API: the cheapest way to route agent decisions | Software & tech | Agents & dev | routine | meaningful | low | 3.87 |
| 200 | A | Scope-creep detector on ticket edits | Software & tech | Agents & dev | routine | meaningful | moderate | 3.86 |
| 201 | A | Terminal output errors | Software & tech | Agents & dev | routine | meaningful | moderate | 3.85 |
| 202 | A | Tool selection prefilter | Software & tech | Agents & dev | routine | meaningful | low | 3.85 |
| 203 | A | Cloud cost line anomaly meaning | Software & tech | Agents & dev | routine | meaningful | moderate | 3.84 |
| 204 | A | Mutation survivor equivalence | Software & tech | Agents & dev | routine | meaningful | moderate | 3.84 |
| 205 | A | Agent loop detection | Software & tech | Agents & dev | routine | meaningful | moderate | 3.83 |
| 206 | A | Defect severity rating | Software & tech | Agents & dev | routine | meaningful | moderate | 3.82 |
| 207 | A | Eval refusal classifier | Software & tech | Agents & dev | routine | meaningful | low | 3.82 |
| 208 | A | Filter Hacker News stories by your interests | Software & tech | Personalization & CRO | routine | meaningful | moderate | 3.82 |
| 209 | A | Stack trace deduplication | Software & tech | Agents & dev | routine | meaningful | moderate | 3.82 |
| 210 | A | jev-rules | Software & tech | Agents & dev | routine | meaningful | moderate | 3.81 |
| 211 | A | Column join key likelihood | Software & tech | Agents & dev | routine | meaningful | moderate | 3.80 |
| 212 | A | Data contract violation read | Software & tech | Agents & dev | routine | meaningful | moderate | 3.78 |
| 213 | A | Detect usage-drop explanation from customer reply to nudge email | Software & tech | Support & CX | routine | meaningful | moderate | 3.78 |
| 214 | A | RAG document metadata classification | Software & tech | Agents & dev | routine | meaningful | moderate | 3.78 |
| 215 | A | A phishing message detector | Software & tech | Agents & dev | routine | meaningful | high | 3.77 |
| 216 | A | Detect inaccessible alt text | Software & tech | Agents & dev | routine | meaningful | moderate | 3.77 |
| 217 | A | Localization string context bug | Software & tech | Content & brand | routine | meaningful | moderate | 3.77 |
| 218 | A | Open PR recommendation pre-sort | Software & tech | Agents & dev | routine | meaningful | moderate | 3.77 |
| 219 | A | The Jev-enator | Software & tech | Agents & dev | routine | meaningful | moderate | 3.76 |
| 220 | A | Which compliance paragraph does this security-questionnaire row match | Software & tech | Legal & finance | routine | meaningful | high | 3.76 |
| 221 | A | Duplicate task detector | Software & tech | Knowledge work | routine | meaningful | moderate | 3.74 |
| 222 | A | Snapshot diff significance | Software & tech | Agents & dev | routine | meaningful | moderate | 3.74 |
| 223 | A | Duplicate issue detection | Software & tech | Agents & dev | routine | meaningful | moderate | 3.73 |
| 224 | A | Semantically-similar issue linking | Software & tech | Agents & dev | routine | meaningful | moderate | 3.72 |
| 225 | A | On-call handoff relevance | Software & tech | Agents & dev | routine | meaningful | moderate | 3.71 |
| 226 | A | Eval rubric scoring | Software & tech | Agents & dev | routine | meaningful | low | 3.69 |
| 227 | A | jev-cua | Software & tech | Agents & dev | routine | meaningful | low | 3.69 |
| 228 | A | jev-flash-router | Software & tech | Agents & dev | routine | meaningful | moderate | 3.69 |
| 229 | A | Embedding space semantic similarity scoring | Software & tech | Agents & dev | routine | meaningful | low | 3.68 |
| 230 | A | Spam Email Detection Using Keras in 60 Seconds \| Machine Learning with Python #shorts | Software & tech | Agents & dev | routine | meaningful | moderate | 3.68 |
| 231 | A | Definition-of-done presence check | Software & tech | Agents & dev | routine | meaningful | moderate | 3.67 |
| 232 | A | Perplexity citation positioning score | Software & tech | SEO & AI search | routine | meaningful | low | 3.67 |
| 233 | A | Support ticket to bug | Software & tech | Support & CX | routine | meaningful | moderate | 3.67 |
| 234 | A | Browser automation agent with indexed action space | Software & tech | Agents & dev | routine | meaningful | moderate | 3.66 |
| 235 | A | Failure is product or infra | Software & tech | Agents & dev | routine | meaningful | moderate | 3.66 |
| 236 | A | Usage analyst session classification | Software & tech | Agents & dev | routine | meaningful | low | 3.66 |
| 237 | A | Priority-inflation auditor | Software & tech | Support & CX | routine | meaningful | moderate | 3.65 |
| 238 | A | Jev AI in a Real App: Ticket Classification & Priority with DaDaBIK | Software & tech | Support & CX | routine | meaningful | moderate | 3.64 |
| 239 | A | wmtang2/jevknows | Software & tech | Agents & dev | routine | meaningful | moderate | 3.64 |
| 240 | A | Test-diff relevance | Software & tech | Agents & dev | routine | meaningful | moderate | 3.62 |
| 241 | A | Agent memory is usually one growing file | Software & tech | Agents & dev | routine | meaningful | low | 3.61 |
| 242 | A | pi-jev-skill-picker | Software & tech | Agents & dev | routine | meaningful | moderate | 3.61 |
| 243 | A | Training-needs email signal miner | Software & tech | Support & CX | routine | meaningful | moderate | 3.61 |
| 244 | A | Quick triage tool for CI failures | Software & tech | Agents & dev | routine | meaningful | low | 3.60 |
| 245 | A | Refactor vs behavior change | Software & tech | Agents & dev | routine | meaningful | moderate | 3.59 |
| 246 | A | Is this QBR agenda item a risk or an expansion signal | Software & tech | Sales | routine | meaningful | moderate | 3.58 |
| 247 | A | Product feature request categorization | Software & tech | Support & CX | routine | meaningful | moderate | 3.57 |
| 248 | A | Agent claim of done verification | Software & tech | Agents & dev | routine | meaningful | moderate | 3.49 |
| 249 | A | Classify Figma comments into design-system feedback | Software & tech | Creative & industry | routine | meaningful | moderate | 3.49 |
| 250 | A | Skill suggestion injects one skill | Software & tech | Agents & dev | routine | meaningful | low | 3.49 |
| 251 | A | Classify design-system requests by type | Software & tech | Agents & dev | routine | meaningful | moderate | 3.47 |
| 252 | A | evoke | Software & tech | Agents & dev | routine | meaningful | moderate | 3.47 |
| 253 | A | Issue to component routing | Software & tech | Agents & dev | routine | meaningful | moderate | 3.47 |
| 254 | A | n8n node for Jev text classification with calibrated probabilities | Software & tech | Agents & dev | routine | meaningful | moderate | 3.47 |
| 255 | A | Version-chain detector | Software & tech | Agents & dev | routine | meaningful | moderate | 3.47 |
| 256 | A | Intent-based search in a Chrome extension | Software & tech | SEO & AI search | routine | meaningful | moderate | 3.45 |
| 257 | A | YC Indexor | Software & tech | Agents & dev | routine | meaningful | moderate | 3.44 |
| 258 | A | A Slack agent, twice as fast | Software & tech | Agents & dev | routine | meaningful | low | 3.43 |
| 259 | A | Cache-worthy prompt prefix | Software & tech | Agents & dev | routine | meaningful | low | 3.43 |
| 260 | A | Cursor router optimization modes | Software & tech | Agents & dev | routine | meaningful | low | 3.43 |
| 261 | A | Bug report completeness | Software & tech | Agents & dev | routine | meaningful | moderate | 3.42 |
| 262 | A | Test name intent | Software & tech | Agents & dev | routine | meaningful | low | 3.39 |
| 263 | A | Date expression normalizer gate | Software & tech | Agents & dev | routine | meaningful | moderate | 3.37 |
| 264 | A | Branch name to ticket | Software & tech | Agents & dev | routine | meaningful | moderate | 3.31 |
| 265 | A | Doc comment-thread resolution suggestion | Software & tech | Knowledge work | routine | meaningful | moderate | 3.31 |
| 266 | A | winnow | Software & tech | Agents & dev | routine | meaningful | moderate | 3.31 |
| 267 | A | Simple Jev, reusing the KV cache | Software & tech | Agents & dev | routine | meaningful | low | 3.29 |
| 268 | A | Jev Sift | Software & tech | Agents & dev | routine | meaningful | moderate | 3.28 |
| 269 | A | SaaS Support Routing is an 8/10 AI Automation Opportunity | Software & tech | Support & CX | routine | meaningful | low | 3.28 |
| 270 | A | Function calling vs structured output tradeoff | Software & tech | Agents & dev | routine | meaningful | moderate | 3.25 |
| 271 | A | Spam Email Detection using Machine Learning \| Python ML Project \| SITS Mini Projects | Software & tech | Agents & dev | routine | meaningful | moderate | 3.22 |
| 272 | A | Creating a Spam Filter using Naive Bayes | Software & tech | Agents & dev | routine | meaningful | moderate | 3.13 |
| 273 | B | A real-time LinkedIn filter | Software & tech | Social & creator | high | minor | moderate | 4.44 |
| 274 | B | Rollback decision signal | Software & tech | Agents & dev | occasional | major | moderate | 4.35 |
| 275 | B | jev-tool-router | Software & tech | Agents & dev | high | minor | moderate | 4.27 |
| 276 | B | Structured routing engine for agent networks | Software & tech | Agents & dev | high | minor | low | 4.23 |
| 277 | B | Terraform plan blast radius | Software & tech | Agents & dev | occasional | major | moderate | 4.22 |
| 278 | B | DO you know Ai used in Spam filters: Email providers use machine learning to block unwante | Software & tech | Agents & dev | high | minor | low | 4.19 |
| 279 | B | Jev Pipecat integration | Software & tech | Agents & dev | high | minor | moderate | 4.19 |
| 280 | B | Malicious package name | Software & tech | Agents & dev | occasional | major | moderate | 4.19 |
| 281 | B | Revenue deal desk non-standard terms | Software & tech | Sales | occasional | major | high | 4.12 |
| 282 | B | SCX router streaming zero-shot model selection | Software & tech | Agents & dev | high | minor | low | 4.12 |
| 283 | B | READ, MAYBE or SKIP in about 300 ms | Software & tech | Social & creator | high | minor | low | 3.99 |
| 284 | B | Is this renewal email a real escalation | Software & tech | Support & CX | occasional | major | moderate | 3.91 |
| 285 | B | Triage WordPress plugin update changelogs | Software & tech | Agents & dev | occasional | major | moderate | 3.91 |
| 286 | B | An agent with a Jev model router | Software & tech | Agents & dev | high | minor | low | 3.89 |
| 287 | B | Migration danger | Software & tech | Agents & dev | occasional | major | high | 3.82 |
| 288 | B | Gate release notes drafts against internal leaks | Software & tech | Content & brand | occasional | major | moderate | 3.59 |
| 289 | B | Subscription plan downgrade protection | Software & tech | Support & CX | occasional | major | moderate | 3.58 |
| 290 | B | Custom domain provisioning | Software & tech | Agents & dev | occasional | major | moderate | 3.57 |
| 291 | B | Public API surface change | Software & tech | Agents & dev | occasional | major | moderate | 3.49 |
| 292 | B | Status page text safety | Software & tech | Content & brand | occasional | major | high | 3.46 |
| 293 | B | Product-market fit scoring adoption path | Software & tech | Sales | occasional | major | moderate | 3.17 |
| 294 | B | Feature parity gap competitive assessment | Software & tech | Sales | one-off | major | moderate | 2.77 |
| 295 | C | Machine learning in spam filtering | Software & tech | Social & creator | high | meaningful | moderate | 4.72 |
| 296 | C | AI Agent Routing and Intent Mapping | Software & tech | Agents & dev | routine | meaningful | low | 4.18 |
| 297 | C | Query Intent Classification in chatbots using distilled transformers : r ... | Software & tech | Agents & dev | routine | meaningful | moderate | 3.92 |
| 298 | C | Maximizing AI Throughput: Intent Classification vs Semantic Routing in Agentic Systems | Software & tech | Agents & dev | routine | meaningful | low | 3.89 |
| 299 | C | skillranker | Software & tech | Agents & dev | routine | minor | moderate | 3.83 |
| 300 | C | Feedbin RSS filter that auto-marks unwanted articles as read | Software & tech | Knowledge work | routine | minor | moderate | 3.77 |
| 301 | C | Martian model mapping performance prediction | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.77 |
| 302 | C | Classify change requests by risk | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.76 |
| 303 | C | Qdrant semantic router integration | Software & tech | Agents & dev | routine | minor | low | 3.74 |
| 304 | C | Classify onboarding-stall reason from customer email | Software & tech | Support & CX | occasional | meaningful | moderate | 3.72 |
| 305 | C | jev-ranker | Software & tech | Agents & dev | routine | minor | moderate | 3.69 |
| 306 | C | Detect dark-pattern phrasing in UX copy | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.67 |
| 307 | C | How the Sigmoid Function Helps in Email Spam Filtering | Software & tech | Agents & dev | routine | minor | moderate | 3.63 |
| 308 | C | Is this renewal discussion price-driven or value-driven | Software & tech | Sales | occasional | meaningful | moderate | 3.62 |
| 309 | C | LLM routing preference optimization | Software & tech | Agents & dev | occasional | meaningful | low | 3.57 |
| 310 | C | A syntax highlighter on Jev | Software & tech | Agents & dev | routine | minor | low | 3.55 |
| 311 | C | Swallowed exception spotter | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.55 |
| 312 | C | DiffJury | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.53 |
| 313 | C | hermes-jev-skills | Software & tech | Agents & dev | routine | minor | low | 3.49 |
| 314 | C | How Email Spam Filters Actually Work (AI Classification Explained) | Software & tech | Agents & dev | routine | minor | low | 3.48 |
| 315 | C | jev-spec | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.47 |
| 316 | C | Triage beta-tester feedback by readiness | Software & tech | Support & CX | occasional | meaningful | moderate | 3.47 |
| 317 | C | macos-computer-use-kit | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.46 |
| 318 | C | Flaky test cause | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.45 |
| 319 | C | Triage CSM handoff notes for completeness | Software & tech | Support & CX | occasional | meaningful | moderate | 3.45 |
| 320 | C | Feature fit need scoring product roadmap | Software & tech | Sales | occasional | meaningful | moderate | 3.41 |
| 321 | C | Contradiction candidates between notes | Software & tech | Knowledge work | occasional | meaningful | moderate | 3.40 |
| 322 | C | Pipeline step name humanizer routing | Software & tech | Agents & dev | routine | minor | low | 3.40 |
| 323 | C | neo4jev | Software & tech | Agents & dev | routine | minor | low | 3.39 |
| 324 | C | Product customization request complexity | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.39 |
| 325 | C | Prompt regression diff | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.38 |
| 326 | C | Bug-to-test gap | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.37 |
| 327 | C | Match launch support questions to launch FAQ | Software & tech | Support & CX | occasional | meaningful | moderate | 3.36 |
| 328 | C | Workflow run-failure triage | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.36 |
| 329 | C | Headless Chromium agent | Software & tech | Agents & dev | routine | minor | low | 3.35 |
| 330 | C | jev-dataops | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.35 |
| 331 | C | Feature release announcement targeting | Software & tech | Email & CRM | occasional | meaningful | moderate | 3.34 |
| 332 | C | jev-oas-sentinel | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.34 |
| 333 | C | Cluster tickets by root cause during a spike | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.33 |
| 334 | C | Detect "feature graveyard" mentions: users who tried and gave up | Software & tech | Support & CX | occasional | meaningful | moderate | 3.33 |
| 335 | C | Runbook match | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.30 |
| 336 | C | Feature adoption rate feature stickiness | Software & tech | Other | occasional | meaningful | moderate | 3.29 |
| 337 | C | Jolt Intelligent Mac Launcher for Files and Commands | Software & tech | Knowledge work | routine | minor | low | 3.29 |
| 338 | C | N8N GitHub issue duplicate detection workflow | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.29 |
| 339 | C | Detect burnout language in team-level retros | Software & tech | Knowledge work | occasional | meaningful | moderate | 3.28 |
| 340 | C | Integration requirement scoring API need | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.28 |
| 341 | C | jev-ra | Software & tech | Agents & dev | routine | minor | low | 3.28 |
| 342 | C | Knowledge-base article staleness | Software & tech | Content & brand | occasional | meaningful | moderate | 3.28 |
| 343 | C | Sniffslop | Software & tech | Content & brand | routine | minor | moderate | 3.28 |
| 344 | C | Trust boundary ICM classification decision | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.28 |
| 345 | C | Why your AI coder CAN'T detect spam: Generative vs. Discriminative Explained! | Software & tech | Agents & dev | routine | minor | low | 3.28 |
| 346 | C | Tech-debt marker severity | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.27 |
| 347 | C | Enhancing Gmail's Inbox: How Supervised Learning Revolutionized Spam Classification | Software & tech | Knowledge work | routine | minor | low | 3.26 |
| 348 | C | A spoiler blocker | Software & tech | Other | routine | minor | low | 3.25 |
| 349 | C | Changelog entry to semver | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.25 |
| 350 | C | jev-auto-approve | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.25 |
| 351 | C | Product feature request priority | Software & tech | Other | occasional | meaningful | moderate | 3.24 |
| 352 | C | Is this component usage a deviation from the guidelines | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.23 |
| 353 | C | Schema change impact | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.23 |
| 354 | C | Hunch | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.22 |
| 355 | C | Judge whether release changelog entry is breaking | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.22 |
| 356 | C | Log line value triage | Software & tech | Agents & dev | occasional | meaningful | low | 3.22 |
| 357 | C | PR scope versus title rider check | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.21 |
| 358 | C | 🚫🤖 AI vs. Spam! How AI is Fighting Junk in Your Inbox 📩✨ #shorts | Software & tech | Social & creator | routine | minor | low | 3.19 |
| 359 | C | AI detector in spam filter? : r/antiai - Reddit | Software & tech | Social & creator | occasional | meaningful | moderate | 3.19 |
| 360 | C | Automatic note tagging | Software & tech | Knowledge work | routine | minor | low | 3.18 |
| 361 | C | Intent-Router | Software & tech | Agents & dev | routine | minor | moderate | 3.18 |
| 362 | C | TODO triage | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.18 |
| 363 | C | Acceptance criteria testability | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.17 |
| 364 | C | jev-mobile | Software & tech | Agents & dev | routine | minor | low | 3.17 |
| 365 | C | Email Spam Detection (99% Accuracy) \| Python Machine Learning Project 01 (Part 01) | Software & tech | Agents & dev | routine | minor | moderate | 3.16 |
| 366 | C | Is this feature request a duplicate of an existing roadmap item | Software & tech | Knowledge work | occasional | meaningful | moderate | 3.16 |
| 367 | C | Triage design feedback comments by actionability | Software & tech | Knowledge work | occasional | meaningful | moderate | 3.15 |
| 368 | C | Classify Support Tickets: Azure OpenAI vs AI Language | Software & tech | Support & CX | occasional | meaningful | moderate | 3.14 |
| 369 | C | Jev 20-200x faster vs LLM | Software & tech | Agents & dev | occasional | meaningful | low | 3.14 |
| 370 | C | Support ticket text as revenue credit trigger | Software & tech | Support & CX | occasional | meaningful | high | 3.13 |
| 371 | C | Widget component selection library | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.12 |
| 372 | C | Activation speed bottleneck identification | Software & tech | Support & CX | occasional | meaningful | low | 3.11 |
| 373 | C | Classify competitor changelog entries by threat | Software & tech | Knowledge work | occasional | meaningful | moderate | 3.10 |
| 374 | C | Patch window impact | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.09 |
| 375 | C | Customer onboarding readiness | Software & tech | Support & CX | occasional | meaningful | moderate | 3.08 |
| 376 | C | Mobile app onboarding skipping | Software & tech | Personalization & CRO | occasional | meaningful | moderate | 3.08 |
| 377 | C | Unmasking Spam Emails with Machine Learning \| Defend Your Inbox Now! with SOURCE CODE \| | Software & tech | Agents & dev | routine | minor | low | 3.08 |
| 378 | C | Calc package QA language scan | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.07 |
| 379 | C | Table staleness meaning | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.07 |
| 380 | C | Email Spam Detection Using Machine Learning - Full Data Science Project (98% Accuracy) | Software & tech | Agents & dev | routine | minor | moderate | 3.06 |
| 381 | C | ensk | Software & tech | Other | routine | minor | moderate | 3.06 |
| 382 | C | Is this PRD section missing acceptance criteria | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.06 |
| 383 | C | Notebook cell hygiene | Software & tech | Agents & dev | occasional | meaningful | low | 3.06 |
| 384 | C | Stand-up update quality | Software & tech | Knowledge work | routine | minor | low | 3.06 |
| 385 | C | laya-pilot | Software & tech | Agents & dev | occasional | meaningful | low | 3.05 |
| 386 | C | Gate escalation to engineering for completeness | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.04 |
| 387 | C | Jev PR Labeler | Software & tech | Agents & dev | occasional | meaningful | low | 3.04 |
| 388 | C | Naming consistency | Software & tech | Agents & dev | routine | minor | low | 3.04 |
| 389 | C | Plugin conflict log reading | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.04 |
| 390 | C | Is this bug report really a usability issue | Software & tech | Support & CX | occasional | meaningful | moderate | 3.03 |
| 391 | C | jev-semgrep | Software & tech | Agents & dev | routine | minor | low | 3.01 |
| 392 | C | Orphan note detector in Obsidian | Software & tech | Knowledge work | occasional | meaningful | moderate | 3.01 |
| 393 | C | Binary LLM routing with benchmark data | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.00 |
| 394 | C | How To Use AI Routers For Intent Detection From Conversations | Software & tech | Agents & dev | routine | minor | low | 3.00 |
| 395 | C | Jev driving real Chrome from Grok Bot | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.00 |
| 396 | C | 24,000 Hacker News posts in two minutes | Software & tech | Agents & dev | occasional | meaningful | low | 2.99 |
| 397 | C | taste-lint | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.98 |
| 398 | C | Exploratory charter picker | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.97 |
| 399 | C | jevgraph | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.97 |
| 400 | C | PR description honesty | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.97 |
| 401 | C | Rank feature-request value by customer segment fit | Software & tech | Knowledge work | occasional | meaningful | moderate | 2.96 |
| 402 | C | Schema error route | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.95 |
| 403 | C | 🎯 How to Set Up Intent Detection Campaigns with 4uDST.AI Chatbot | Software & tech | Agents & dev | routine | minor | low | 2.93 |
| 404 | C | jev-review-action | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.93 |
| 405 | C | Beta program access gate | Software & tech | Other | occasional | meaningful | moderate | 2.92 |
| 406 | C | Ticket triage with Jev in the loop | Software & tech | Agents & dev | occasional | meaningful | low | 2.92 |
| 407 | C | JevEmbed | Software & tech | Agents & dev | routine | minor | low | 2.91 |
| 408 | C | Config key purpose clustering | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.90 |
| 409 | C | JevHub | Software & tech | Other | routine | minor | low | 2.90 |
| 410 | C | How To Use AI Routers For Intent Detection From Co | Software & tech | Agents & dev | routine | minor | low | 2.89 |
| 411 | C | Error budget burn cause | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.88 |
| 412 | C | Is this customer ready for a case study ask | Software & tech | Support & CX | occasional | meaningful | moderate | 2.88 |
| 413 | C | Classify Support Tickets: Azure OpenAI vs AI Language #Shorts | Software & tech | Support & CX | occasional | meaningful | moderate | 2.87 |
| 414 | C | Subtask-ordering dependency check | Software & tech | Agents & dev | occasional | meaningful | low | 2.87 |
| 415 | C | Typed Judgment AI Use Case Demos | Software & tech | Agents & dev | occasional | meaningful | low | 2.86 |
| 416 | C | Log-level misuse | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.85 |
| 417 | C | Dormant-idea resurrection | Software & tech | Knowledge work | occasional | meaningful | low | 2.83 |
| 418 | C | Episode 16 How Spam Filters Use AI | Software & tech | Social & creator | routine | minor | low | 2.83 |
| 419 | C | Jev-powered Obsidian search | Software & tech | Knowledge work | occasional | meaningful | moderate | 2.83 |
| 420 | C | SLO ownership gap | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.83 |
| 421 | C | Jev catches the Opus 5.5 effort drop | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.82 |
| 422 | C | LLM Tool Search and Ranking Beyond Generation | Software & tech | Agents & dev | occasional | minor | low | 2.80 |
| 423 | C | Release note audience | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.80 |
| 424 | C | A structured decision with a probability | Software & tech | Agents & dev | occasional | meaningful | low | 2.79 |
| 425 | C | Overlapping PR supersession | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.79 |
| 426 | C | Test assertion strength | Software & tech | Agents & dev | occasional | meaningful | low | 2.79 |
| 427 | C | Probability in ML: How Spam Filters Truly Work | Software & tech | Research & education | routine | minor | low | 2.78 |
| 428 | C | Trust the ordering, not the confidence number | Software & tech | Agents & dev | occasional | meaningful | low | 2.78 |
| 429 | C | jev-harness | Software & tech | Agents & dev | occasional | meaningful | low | 2.76 |
| 430 | C | Stop wasting money on AI models. Use Jev AI routing. | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.76 |
| 431 | C | Tag design system components by usage intent | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.76 |
| 432 | C | Is the error message actionable | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.75 |
| 433 | C | Playwright locator brittleness | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.74 |
| 434 | C | Comment-code drift check | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.73 |
| 435 | C | Dashboard panel purpose | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.73 |
| 436 | C | Postmortem root-cause category | Software & tech | Agents & dev | occasional | meaningful | low | 2.73 |
| 437 | C | slop-grader | Software & tech | Content & brand | occasional | minor | low | 2.73 |
| 438 | C | Match customer goals to product features | Software & tech | Support & CX | occasional | meaningful | moderate | 2.72 |
| 439 | C | Spot naming inconsistencies in token names | Software & tech | Agents & dev | occasional | meaningful | low | 2.72 |
| 440 | C | Natural Language MySQL Row Filtering Plugin | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.71 |
| 441 | C | Test data realism | Software & tech | Agents & dev | occasional | meaningful | low | 2.71 |
| 442 | C | Claude vs GPT routing decision testing | Software & tech | Agents & dev | occasional | meaningful | low | 2.70 |
| 443 | C | Skill PR completeness | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.68 |
| 444 | C | Yoshi | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.68 |
| 445 | C | Which outreach signals book demos | Software & tech | Sales | one-off | meaningful | moderate | 2.65 |
| 446 | C | tenbin | Software & tech | Agents & dev | occasional | meaningful | low | 2.64 |
| 447 | C | Code ownership inference | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.63 |
| 448 | C | Kill My Idea | Software & tech | Other | occasional | meaningful | moderate | 2.59 |
| 449 | C | Citation competitor comparison | Software & tech | SEO & AI search | occasional | meaningful | moderate | 2.58 |
| 450 | C | Will this post upset my girlfriend? | Software & tech | Social & creator | occasional | minor | moderate | 2.57 |
| 451 | C | An open typed-decision classifier | Software & tech | Agents & dev | routine | minor | moderate | 2.56 |
| 452 | C | End-to-end tests run by agents | Software & tech | Agents & dev | occasional | minor | low | 2.55 |
| 453 | C | Magic Jev Ball for code review | Software & tech | Agents & dev | occasional | minor | moderate | 2.55 |
| 454 | C | Test failure message clarity | Software & tech | Agents & dev | occasional | meaningful | low | 2.55 |
| 455 | C | Few-Shot Intent Classifier \| Zywrap AI Wrapper Demo | Software & tech | Agents & dev | routine | minor | low | 2.54 |
| 456 | C | API doc example validity | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.53 |
| 457 | C | Teach Codex to call Jev | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.53 |
| 458 | C | Feature-flag stale check | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.51 |
| 459 | C | jev-judgment | Software & tech | Agents & dev | occasional | minor | low | 2.51 |
| 460 | C | Bikeshed detector | Software & tech | Agents & dev | occasional | meaningful | low | 2.49 |
| 461 | C | OpenJev (Verdict) | Software & tech | Agents & dev | occasional | minor | moderate | 2.49 |
| 462 | C | OpenThai SystemOne Thai English Decision Model | Software & tech | Agents & dev | occasional | minor | moderate | 2.48 |
| 463 | C | jev-browser in Cline | Software & tech | Agents & dev | occasional | minor | low | 2.46 |
| 464 | C | Machine Learning for Security Analysts - Part 2: Building a Spam Filter | Software & tech | Agents & dev | occasional | minor | low | 2.46 |
| 465 | C | Project 3: Create Email Spam Detector Under 3 Minutes (Complete Python) | Software & tech | Agents & dev | occasional | minor | low | 2.44 |
| 466 | C | 4 Techniques for Intent-Based Routing. Are There Better Ways Than LLM-based Routing? | Software & tech | Agents & dev | occasional | minor | low | 2.43 |
| 467 | C | Skill suggestion against context bloat | Software & tech | Agents & dev | occasional | meaningful | low | 2.43 |
| 468 | C | Alert threshold customization | Software & tech | Agents & dev | one-off | meaningful | moderate | 2.41 |
| 469 | C | Grok-Jev Reflex | Software & tech | Agents & dev | routine | minor | low | 2.41 |
| 470 | C | Semantic router agentic workflows | Software & tech | Agents & dev | occasional | minor | low | 2.41 |
| 471 | C | Morphllm Claude Code hooks extensibility | Software & tech | Agents & dev | occasional | meaningful | low | 2.40 |
| 472 | C | $5 for 123M tokens | Software & tech | Support & CX | occasional | meaningful | moderate | 2.38 |
| 473 | C | siftr | Software & tech | Agents & dev | occasional | minor | low | 2.38 |
| 474 | C | Commit scope staging helper | Software & tech | Agents & dev | occasional | minor | low | 2.37 |
| 475 | C | Dynamic UI generated by Jev | Software & tech | Agents & dev | routine | minor | low | 2.36 |
| 476 | C | Chaos test outcome reading | Software & tech | Agents & dev | one-off | meaningful | low | 2.35 |
| 477 | C | AnyDecisionModel | Software & tech | Agents & dev | occasional | minor | low | 2.33 |
| 478 | C | jev-turn-analysis | Software & tech | Agents & dev | one-off | meaningful | low | 2.33 |
| 479 | C | Dead-code candidate | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.32 |
| 480 | C | RSA pinning need | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.31 |
| 481 | C | Julia 1 model routing benchmark: classification over generation | Software & tech | Agents & dev | occasional | minor | low | 2.30 |
| 482 | C | playjev | Software & tech | Agents & dev | occasional | minor | low | 2.29 |
| 483 | C | Read-later decay | Software & tech | Knowledge work | occasional | meaningful | moderate | 2.29 |
| 484 | C | LLMs for Data Annotation and Labeling (Semi-Supervised Learning) from Refuel AI | Software & tech | Agents & dev | occasional | minor | low | 2.27 |
| 485 | C | Check custom tool spec ambiguity | Software & tech | Agents & dev | occasional | meaningful | low | 2.26 |
| 486 | C | Text box that transforms into typed UI | Software & tech | Agents & dev | occasional | minor | low | 2.26 |
| 487 | C | How to Train YOLO Object Detection Models in Google Colab (YOLO26, YOLO11, YOLOv8) | Software & tech | SEO & AI search | occasional | minor | low | 2.25 |
| 488 | C | Text Classification with AI: The Easiest Way to Label Your Data | Software & tech | Agents & dev | occasional | minor | low | 2.25 |
| 489 | C | laya-apple | Software & tech | Agents & dev | occasional | meaningful | low | 2.24 |
| 490 | C | New Requirements for Sentiment Analysis on Social Media Comments Figma Design | Software & tech | Social & creator | occasional | minor | low | 2.24 |
| 491 | C | Testing Jev for prompt injection | Software & tech | Agents & dev | one-off | meaningful | low | 2.24 |
| 492 | C | How AI Detects Objects in Images \| Data Annotation #ai #computervision | Software & tech | Social & creator | occasional | minor | low | 2.22 |
| 493 | C | JevTracks catalog of verified Jev projects | Software & tech | Agents & dev | occasional | minor | moderate | 2.22 |
| 494 | C | Local Laya against cloud Jev, on latency | Software & tech | Agents & dev | occasional | minor | low | 2.22 |
| 495 | C | QwenJev | Software & tech | Agents & dev | occasional | minor | low | 2.22 |
| 496 | C | Does the empty-state copy help a first-time user act | Software & tech | Content & brand | occasional | minor | low | 2.21 |
| 497 | C | patdown | Software & tech | Agents & dev | occasional | minor | low | 2.21 |
| 498 | C | Categorize Survey Answers Fast with Langchain & Vector Embeddings! #AI #DataScience | Software & tech | Agents & dev | occasional | minor | low | 2.20 |
| 499 | C | lejudge-jev-jepa | Software & tech | Agents & dev | occasional | minor | low | 2.19 |
| 500 | C | YOLOv8 Object Detection and Instance Segmentation #yolov8 #yolov5 #objectdetection #deeple | Software & tech | SEO & AI search | occasional | minor | low | 2.19 |
| 501 | C | Match one-off components to existing system components | Software & tech | Agents & dev | one-off | meaningful | moderate | 2.18 |
| 502 | C | Which agent answers in a group chat | Software & tech | Agents & dev | occasional | minor | low | 2.18 |
| 503 | C | IF Node vs AI Classifier in n8n! 🔀 Smart Routing Made Easy | Software & tech | Agents & dev | occasional | minor | low | 2.16 |
| 504 | C | Jev Harness blueprint makes coding agents 200x faster | Software & tech | Agents & dev | one-off | meaningful | low | 2.16 |
| 505 | C | Minimalist Browser Powered by Apple Intelligence | Software & tech | Other | occasional | minor | low | 2.15 |
| 506 | C | Unlocking the Secrets of Classification From Spam Filters to Neural Networks! 📧🤖 | Software & tech | Social & creator | occasional | minor | low | 2.14 |
| 507 | C | GenAI Sentiment Analysis with Databricks & DSPy | Software & tech | Agents & dev | occasional | minor | low | 2.13 |
| 508 | C | Speeding chat answers with pre-structured SQL | Software & tech | Agents & dev | occasional | meaningful | low | 2.11 |
| 509 | C | Scoring codebase relevance | Software & tech | Agents & dev | occasional | minor | moderate | 2.10 |
| 510 | C | Introducing Classifarr: Policy-engine routing for Radarr/Sonarr ... | Software & tech | Agents & dev | occasional | minor | low | 2.09 |
| 511 | C | Jev chooses, the LLM writes | Software & tech | Agents & dev | occasional | minor | low | 2.08 |
| 512 | C | Jev as an observer of agent runs | Software & tech | Agents & dev | occasional | minor | low | 2.05 |
| 513 | C | DIY Artificial Intelligence Object Detection with the AI Camera #raspberrypi #engineer #AI | Software & tech | SEO & AI search | occasional | minor | low | 2.03 |
| 514 | C | Jev-as-Policy | Software & tech | Agents & dev | occasional | minor | low | 2.02 |
| 515 | C | laya-fast | Software & tech | Agents & dev | occasional | minor | low | 2.01 |
| 516 | C | Built an app that automatically tags tasks for you - Reddit | Software & tech | Knowledge work | occasional | minor | low | 2.00 |
| 517 | C | Demo of Sentiment Analysis on Social Media Comments SocialLytics TelcoSentiSocial Website | Software & tech | Social & creator | occasional | minor | low | 1.95 |
| 518 | C | LLM Chess: jev-latest | Software & tech | Agents & dev | one-off | meaningful | low | 1.88 |
| 519 | C | OpenRouter Jev 1.13 model availability | Software & tech | Agents & dev | one-off | meaningful | low | 1.88 |
| 520 | C | Hard-coded rules moved to Jev | Software & tech | Agents & dev | one-off | minor | low | 1.87 |
| 521 | C | Jev: Faster, Cheaper AI for Data Classification! #shorts | Software & tech | Social & creator | occasional | minor | low | 1.87 |
| 522 | C | Open JEV DeBERTa V3 Large | Software & tech | Agents & dev | occasional | minor | moderate | 1.84 |
| 523 | C | Jev Detector | Software & tech | Content & brand | occasional | minor | moderate | 1.83 |
| 524 | C | Jev in a chat, no install | Software & tech | Support & CX | occasional | minor | low | 1.83 |
| 525 | C | OpenJev Verdict 2.0 | Software & tech | Agents & dev | occasional | minor | low | 1.81 |
| 526 | C | ESP32-CAM Object Detection Project \| AI Camera Using ESP32 CAM \| Real Time Object Detect | Software & tech | SEO & AI search | occasional | minor | low | 1.80 |
| 527 | C | DocJev | Software & tech | Agents & dev | occasional | minor | low | 1.78 |
| 528 | C | 154 ms against 860 ms, and the scope of it | Software & tech | Agents & dev | one-off | meaningful | low | 1.76 |
| 529 | C | unawair v3, a rule engine after Jev | Software & tech | Agents & dev | occasional | minor | low | 1.75 |
| 530 | C | I Built an Tagging Framework with LLMs for Classifying Text Data ... | Software & tech | Agents & dev | occasional | minor | low | 1.74 |
| 531 | C | Jev plays Doom | Software & tech | Creative & industry | occasional | none | low | 1.69 |
| 532 | C | TypeLLM | Software & tech | Agents & dev | one-off | minor | low | 1.68 |
| 533 | C | AI Vision Breakthrough: 200+ FPS Object Detection! | Software & tech | Social & creator | occasional | minor | low | 1.67 |
| 534 | C | Jev joins MindsHub’s free tier | Software & tech | Agents & dev | one-off | minor | low | 1.63 |
| 535 | C | Wikiracing | Software & tech | Agents & dev | occasional | minor | low | 1.63 |
| 536 | C | Jev picks the reasoning level first | Software & tech | Agents & dev | occasional | minor | low | 1.57 |
| 537 | C | The first public System One model | Software & tech | Agents & dev | occasional | minor | low | 1.57 |
| 538 | C | Strike Robot wires Jev into a Physical AI stack | Software & tech | Agents & dev | one-off | minor | low | 1.55 |
| 539 | C | AI Image Classification: Easy Tutorial | Software & tech | Research & education | occasional | minor | low | 1.53 |
| 540 | C | json-render | Software & tech | Agents & dev | occasional | minor | low | 1.50 |
| 541 | C | 16 paying customers | Software & tech | Sales | one-off | minor | low | 1.49 |
| 542 | C | Learn Jev end-to-end: 13 AI agent use cases | Software & tech | Agents & dev | one-off | minor | low | 1.49 |
| 543 | C | How to Auto Label Your Custom Dataset with Roboflow in 2 Minutes | Software & tech | Agents & dev | occasional | minor | low | 1.47 |
| 544 | C | Object Detection in 10 minutes with YOLOv5 & Python! | Software & tech | Agents & dev | occasional | minor | low | 1.45 |
| 545 | C | Sentiment analysis(Text Classification) using CoreML & CreateML in Xcode 15 and IOS17(Demo | Software & tech | Agents & dev | one-off | minor | low | 1.43 |
| 546 | C | pg_typesafe | Software & tech | Agents & dev | one-off | minor | low | 1.41 |
| 547 | C | n8n Text Classifier Node Tutorial: Build Smarter, More Powerful AI Agents | Software & tech | Agents & dev | occasional | minor | low | 1.40 |
| 548 | C | jevkit | Software & tech | Agents & dev | occasional | minor | low | 1.35 |
| 549 | C | Website to App | Software & tech | Agents & dev | one-off | minor | low | 1.34 |
| 550 | C | Jev goes live on the B.AI API | Software & tech | Agents & dev | one-off | minor | low | 1.31 |
| 551 | C | typesafe-jev-dojo | Software & tech | Agents & dev | one-off | minor | low | 1.31 |
| 552 | C | jev-voice-browser | Software & tech | Agents & dev | occasional | minor | low | 1.30 |
| 553 | C | kev | Software & tech | Agents & dev | one-off | minor | low | 1.28 |
| 554 | C | I built 3 voice agents that route calls to each other. Here's how. : r/n8n | Software & tech | Agents & dev | one-off | minor | low | 1.26 |
| 555 | C | open-jev-laya | Software & tech | Agents & dev | occasional | minor | low | 1.26 |
| 556 | C | XGBoost for Text Classification: Achieve Superior Accuracy with This Guide | Software & tech | Social & creator | occasional | minor | low | 1.25 |
| 557 | C | Twenty Jev builds in one thread | Software & tech | Agents & dev | one-off | minor | low | 1.21 |
| 558 | C | Jev against an LLM on your own feed | Software & tech | Social & creator | occasional | minor | low | 1.20 |
| 559 | C | Object Detection with 10 lines of code | Software & tech | Agents & dev | one-off | minor | low | 1.14 |
| 560 | C | Five dollars a month was not enough | Software & tech | Agents & dev | one-off | minor | low | 1.09 |
| 561 | C | Beacon fixes a coding agent’s memory | Software & tech | Agents & dev | one-off | minor | low | 1.04 |
| 562 | C | BERT Formality Classification Tryout | Software & tech | Agents & dev | one-off | minor | low | 1.04 |
| 563 | C | JevPilot | Software & tech | Agents & dev | one-off | minor | low | 0.98 |
| 564 | C | Pydantic AI adds Jev on day one | Software & tech | Agents & dev | one-off | minor | low | 0.98 |
| 565 | C | Jev Pong | Software & tech | Creative & industry | occasional | none | low | 0.71 |
| 566 | X | NSFW Detection API \| AI Content Moderation #shorts | Software & tech | Social & creator | routine | major | high | 4.94 |
| 567 | X | Violence Detection Image Moderation API | Software & tech | Social & creator | routine | major | high | 4.94 |
| 568 | X | Background task priority queuing | Software & tech | Agents & dev | high | meaningful | moderate | 4.84 |
| 569 | X | A voice assistant with no wake word | Software & tech | Agents & dev | high | meaningful | moderate | 4.73 |
| 570 | X | mastra-jev-moderation | Software & tech | Agents & dev | high | meaningful | moderate | 4.67 |
| 571 | X | ego-jev | Software & tech | Agents & dev | high | meaningful | low | 4.64 |
| 572 | X | How A.I. Detects NSFW Content — Build a Classifier in Python 🛡️ | Software & tech | Agents & dev | routine | meaningful | high | 4.51 |
| 573 | X | OmniJev | Software & tech | Agents & dev | routine | meaningful | high | 4.43 |
| 574 | X | Spam filtering during AI spam wave : r/ProtonMail - Reddit | Software & tech | Social & creator | routine | meaningful | low | 4.39 |
| 575 | X | jev-mcp-dispatcher | Software & tech | Agents & dev | high | meaningful | moderate | 4.24 |
| 576 | X | Structured routing output with multi-agent plans | Software & tech | Agents & dev | routine | meaningful | moderate | 4.21 |
| 577 | X | Jev decides whether Cursor wakes the model | Software & tech | Agents & dev | routine | meaningful | low | 4.20 |
| 578 | X | jev-ultrafast | Software & tech | Agents & dev | high | meaningful | moderate | 4.20 |
| 579 | X | UXRay | Software & tech | Agents & dev | routine | meaningful | moderate | 4.20 |
| 580 | X | fast-jev-compaction | Software & tech | Agents & dev | routine | meaningful | low | 4.16 |
| 581 | X | Terminal AI Research Assistant That Verifies Claims | Software & tech | Research & education | routine | meaningful | moderate | 4.12 |
| 582 | X | Making your AI better at detecting spam | Software & tech | Agents & dev | routine | meaningful | moderate | 4.11 |
| 583 | X | A chief of staff for bots | Software & tech | Agents & dev | routine | meaningful | moderate | 4.06 |
| 584 | X | A model router on Jev | Software & tech | Agents & dev | routine | meaningful | moderate | 4.06 |
| 585 | X | How to avoid creating a new parser agent for every email type in an ... | Software & tech | Agents & dev | routine | meaningful | low | 4.05 |
| 586 | X | Personalised Hacker News | Software & tech | Personalization & CRO | high | minor | moderate | 4.00 |
| 587 | X | Agent runtime with guarded tool execution and Docker sandboxes | Software & tech | Agents & dev | routine | meaningful | low | 3.97 |
| 588 | X | jev-mcp | Software & tech | Agents & dev | high | minor | low | 3.95 |
| 589 | X | TypeSafe launches Jev | Software & tech | Agents & dev | high | minor | low | 3.95 |
| 590 | X | I made a deterministic check for AI-written tests. It runs automatically ... | Software & tech | Agents & dev | routine | meaningful | moderate | 3.94 |
| 591 | X | dsh-jev-prune | Software & tech | Agents & dev | routine | meaningful | low | 3.93 |
| 592 | X | How NSFW Detection Models Actually Work \| CNN + CLIP Explained 🛡️ | Software & tech | Agents & dev | routine | meaningful | moderate | 3.91 |
| 593 | X | Nyckel sign language identifier | Software & tech | Other | routine | meaningful | moderate | 3.91 |
| 594 | X | WeChat automation with Jev and DeepSeek | Software & tech | Agents & dev | routine | minor | moderate | 3.89 |
| 595 | X | White-label feature visibility | Software & tech | Other | routine | meaningful | moderate | 3.82 |
| 596 | X | jev-reflex | Software & tech | Agents & dev | high | minor | low | 3.80 |
| 597 | X | 50-State Verification: The Routing Rule for Safe Automation | Software & tech | Agents & dev | routine | meaningful | moderate | 3.78 |
| 598 | X | Create a Custom Content Moderation Function using Machine Learning and Nyckel Text Classif | Software & tech | Agents & dev | occasional | meaningful | high | 3.66 |
| 599 | X | GeekyTech AI internal link agent | Software & tech | SEO & AI search | routine | meaningful | low | 3.63 |
| 600 | X | hermes-jev-curator | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.61 |
| 601 | X | Separating Agent decisions from LLM generation in system design | Software & tech | Agents & dev | routine | meaningful | low | 3.61 |
| 602 | X | codex-context-diet | Software & tech | Agents & dev | routine | minor | low | 3.57 |
| 603 | X | AI Spam Filtering Update : r/mxroute - Reddit | Software & tech | Social & creator | routine | meaningful | low | 3.48 |
| 604 | X | Framer AI component selection | Software & tech | Creative & industry | routine | meaningful | moderate | 3.39 |
| 605 | X | NotDiamond interactive benchmarks methodology | Software & tech | Agents & dev | routine | meaningful | low | 3.37 |
| 606 | X | Support answers in a Mac app | Software & tech | Support & CX | routine | meaningful | moderate | 3.36 |
| 607 | X | askjev.ai | Software & tech | Agents & dev | routine | minor | moderate | 3.30 |
| 608 | X | Tocsin | Software & tech | Agents & dev | routine | meaningful | moderate | 3.23 |
| 609 | X | The unglamorous Jev jobs | Software & tech | Knowledge work | routine | minor | low | 3.21 |
| 610 | X | How Do Chatbots Use Intent Classification Mechanisms? | Software & tech | Agents & dev | routine | minor | low | 3.18 |
| 611 | X | codex-jev-router | Software & tech | Agents & dev | routine | minor | low | 3.17 |
| 612 | X | Launching agents on a canvas | Software & tech | Agents & dev | occasional | meaningful | low | 3.17 |
| 613 | X | Laya, 421M parameters, local | Software & tech | Agents & dev | routine | minor | low | 3.14 |
| 614 | X | How to Build an AI Spam Detector | Software & tech | Agents & dev | routine | meaningful | moderate | 3.12 |
| 615 | X | JevPR | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.09 |
| 616 | X | Instant Claude Code compaction | Software & tech | Agents & dev | routine | meaningful | low | 3.08 |
| 617 | X | Decisions inside the system, not in a chat | Software & tech | Agents & dev | routine | minor | low | 3.05 |
| 618 | X | jev-pruner | Software & tech | Agents & dev | routine | minor | low | 3.03 |
| 619 | X | TipTour | Software & tech | Agents & dev | routine | minor | low | 3.02 |
| 620 | X | jev-tree | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.01 |
| 621 | X | jev-oxlint | Software & tech | Agents & dev | routine | minor | low | 2.99 |
| 622 | X | Jev-Compatible | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.98 |
| 623 | X | The decision-making brain for agents | Software & tech | Agents & dev | routine | minor | low | 2.97 |
| 624 | X | switchloom | Software & tech | Agents & dev | routine | minor | low | 2.95 |
| 625 | X | App Store keywords from the real competition | Software & tech | SEO & AI search | occasional | meaningful | moderate | 2.94 |
| 626 | X | Where the latency actually goes | Software & tech | Agents & dev | routine | minor | low | 2.90 |
| 627 | X | jev-test-filter | Software & tech | Agents & dev | occasional | meaningful | low | 2.88 |
| 628 | X | A canvas you control by pointing and speaking | Software & tech | Agents & dev | routine | minor | low | 2.87 |
| 629 | X | Jev AI tested: can it triage real support tickets? | Software & tech | Support & CX | occasional | meaningful | low | 2.85 |
| 630 | X | On-device audio, no LLM in the loop | Software & tech | Agents & dev | occasional | minor | moderate | 2.81 |
| 631 | X | jev-tool-runner | Software & tech | Agents & dev | routine | minor | low | 2.78 |
| 632 | X | A coding agent that asks Jev where to look | Software & tech | Agents & dev | routine | minor | low | 2.76 |
| 633 | X | Jev-like decisions from open LLMs | Software & tech | Agents & dev | occasional | minor | low | 2.76 |
| 634 | X | home-assistant-typesafe | Software & tech | Agents & dev | routine | minor | moderate | 2.72 |
| 635 | X | Semantic code search for what code does | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.70 |
| 636 | X | jev-design-test | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.69 |
| 637 | X | jevgrep | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.69 |
| 638 | X | Real-time object detection on phone with TensorFlow Lite | Software & tech | Agents & dev | routine | minor | low | 2.69 |
| 639 | X | jev-desktop | Software & tech | Agents & dev | routine | minor | low | 2.62 |
| 640 | X | A local classifier instead of Jev | Software & tech | Agents & dev | occasional | minor | low | 2.61 |
| 641 | X | TypeSafe AI playground | Software & tech | Agents & dev | occasional | minor | low | 2.61 |
| 642 | X | 200× faster and 400× cheaper than a plain loop | Software & tech | Agents & dev | one-off | meaningful | low | 2.58 |
| 643 | X | jev-architect | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.58 |
| 644 | X | discern | Software & tech | Agents & dev | occasional | minor | low | 2.56 |
| 645 | X | Evidently AI LLM judge FAQ | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.56 |
| 646 | X | Jev Engineering as the brain of an agent | Software & tech | Agents & dev | occasional | minor | low | 2.51 |
| 647 | X | jev-harness-router | Software & tech | Agents & dev | routine | none | low | 2.47 |
| 648 | X | Mobile Jev | Software & tech | Agents & dev | occasional | minor | low | 2.46 |
| 649 | X | jev-axi | Software & tech | Agents & dev | occasional | minor | moderate | 2.45 |
| 650 | X | JevAny | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.45 |
| 651 | X | stuntd | Software & tech | Agents & dev | occasional | minor | moderate | 2.44 |
| 652 | X | Neurosymbolic AI Architecture Combining Jev and SMEme | Software & tech | Agents & dev | occasional | minor | low | 2.43 |
| 653 | X | An agentic classification loop, 7x faster | Software & tech | Agents & dev | occasional | meaningful | low | 2.42 |
| 654 | X | jev CLI | Software & tech | Agents & dev | occasional | minor | low | 2.40 |
| 655 | X | duckdb-jev | Software & tech | Agents & dev | occasional | minor | low | 2.37 |
| 656 | X | Jev inside CodexRouter | Software & tech | Agents & dev | occasional | minor | low | 2.36 |
| 657 | X | pi-jev | Software & tech | Agents & dev | occasional | minor | low | 2.35 |
| 658 | X | hearim | Software & tech | Agents & dev | occasional | minor | low | 2.34 |
| 659 | X | How to perform Sentiment Analysis and Text Classification with OpenAI API | Software & tech | Agents & dev | occasional | minor | low | 2.34 |
| 660 | X | pi-jev-context-curator | Software & tech | Agents & dev | routine | minor | low | 2.34 |
| 661 | X | Let Jev pick the memories, not the answer | Software & tech | Agents & dev | occasional | minor | low | 2.33 |
| 662 | X | Real-time agent routing with Jev | Software & tech | Agents & dev | occasional | minor | low | 2.33 |
| 663 | X | jev-align | Software & tech | Agents & dev | occasional | minor | moderate | 2.32 |
| 664 | X | jev-superpowers | Software & tech | Agents & dev | occasional | minor | low | 2.27 |
| 665 | X | jev-workflow-builder | Software & tech | Agents & dev | occasional | minor | low | 2.27 |
| 666 | X | jevwire | Software & tech | Agents & dev | occasional | minor | low | 2.23 |
| 667 | X | maza | Software & tech | Agents & dev | occasional | minor | low | 2.23 |
| 668 | X | Any tested/known dataset for intent detection for an AI assistants? | Software & tech | Agents & dev | occasional | minor | low | 2.22 |
| 669 | X | Lifting App Tests Jev Decision Model for Workout Coaching | Software & tech | Agents & dev | one-off | meaningful | moderate | 2.21 |
| 670 | X | Turn any LLM into a Jev-like model | Software & tech | Agents & dev | occasional | meaningful | low | 2.18 |
| 671 | X | Laya compared to Jev | Software & tech | Agents & dev | occasional | minor | low | 2.14 |
| 672 | X | Jevopt | Software & tech | Agents & dev | occasional | minor | low | 2.13 |
| 673 | X | jev-suite | Software & tech | Agents & dev | occasional | minor | low | 2.12 |
| 674 | X | GPTBots.ai integrates Jev | Software & tech | Agents & dev | routine | none | low | 2.11 |
| 675 | X | jev-dsh-decision | Software & tech | Agents & dev | occasional | minor | low | 2.11 |
| 676 | X | Search and tagging on keep.md | Software & tech | Knowledge work | occasional | minor | low | 2.05 |
| 677 | X | gut | Software & tech | Agents & dev | occasional | minor | low | 2.04 |
| 678 | X | EmbodiedJev | Software & tech | Agents & dev | occasional | minor | low | 2.03 |
| 679 | X | Hundreds of tools built on Jev, collected | Software & tech | Agents & dev | occasional | minor | low | 2.01 |
| 680 | X | Jev on Cloud Run | Software & tech | Agents & dev | occasional | minor | low | 2.01 |
| 681 | X | laya-vs-jev | Software & tech | Agents & dev | occasional | minor | low | 2.01 |
| 682 | X | dsh-jev-tools | Software & tech | Agents & dev | occasional | minor | low | 1.97 |
| 683 | X | headroom | Software & tech | Agents & dev | occasional | minor | low | 1.94 |
| 684 | X | JevRelevanceRetriever | Software & tech | Agents & dev | occasional | minor | low | 1.94 |
| 685 | X | Early access since September 15 | Software & tech | Agents & dev | occasional | none | low | 1.92 |
| 686 | X | jevchat | Software & tech | Agents & dev | occasional | minor | moderate | 1.92 |
| 687 | X | laya-jev-GraphRAG | Software & tech | Agents & dev | occasional | minor | low | 1.91 |
| 688 | X | browser-ai | Software & tech | Agents & dev | occasional | minor | low | 1.90 |
| 689 | X | laya-goish | Software & tech | Agents & dev | occasional | minor | low | 1.89 |
| 690 | X | Jev’s prompt format and inference code | Software & tech | Agents & dev | occasional | minor | low | 1.88 |
| 691 | X | eve | Software & tech | Agents & dev | occasional | minor | low | 1.87 |
| 692 | X | A Jev-style local model for images | Software & tech | Agents & dev | occasional | minor | low | 1.86 |
| 693 | X | Gaurav Tiwari Claude Code hooks practical setup | Software & tech | Agents & dev | one-off | meaningful | low | 1.84 |
| 694 | X | I built a free fraud detection tool for small businesses after seeing too ... | Software & tech | Agents & dev | occasional | minor | moderate | 1.83 |
| 695 | X | TypeSafe Jev AI agents kit tutorial | Software & tech | Agents & dev | one-off | minor | low | 1.83 |
| 696 | X | jev-as-judge | Software & tech | Agents & dev | occasional | minor | low | 1.82 |
| 697 | X | jev-recipes | Software & tech | Agents & dev | occasional | minor | low | 1.82 |
| 698 | X | open-jev (browser TypeScript) | Software & tech | Agents & dev | occasional | minor | low | 1.80 |
| 699 | X | rizzo-flow | Software & tech | Agents & dev | occasional | minor | low | 1.80 |
| 700 | X | A review of Jev for AI workflows | Software & tech | Agents & dev | one-off | meaningful | moderate | 1.79 |
| 701 | X | Classify rows in DuckDB | Software & tech | Agents & dev | occasional | minor | moderate | 1.75 |
| 702 | X | shipwithjev indexes 540 builds | Software & tech | Agents & dev | occasional | minor | low | 1.73 |
| 703 | X | sys1 | Software & tech | Agents & dev | occasional | minor | low | 1.73 |
| 704 | X | Jcyber | Software & tech | Agents & dev | occasional | minor | low | 1.71 |
| 705 | X | jev-cli | Software & tech | Agents & dev | occasional | minor | low | 1.70 |
| 706 | X | I built an open-source Chrome extension that uses Jev to filter the X ... | Software & tech | Social & creator | occasional | minor | low | 1.68 |
| 707 | X | Keystroke oracle | Software & tech | Agents & dev | occasional | none | low | 1.65 |
| 708 | X | system-one | Software & tech | Agents & dev | occasional | minor | low | 1.64 |
| 709 | X | From Jev to Laya in an AI video pipeline | Software & tech | Agents & dev | occasional | minor | low | 1.63 |
| 710 | X | The Jev and Claude Code stack, run wide | Software & tech | Agents & dev | occasional | minor | low | 1.63 |
| 711 | X | Whats a good ML Algorithm to use to classify 200 classes of images? | Software & tech | Agents & dev | occasional | minor | moderate | 1.63 |
| 712 | X | Eleven trending Jev repos | Software & tech | Agents & dev | one-off | minor | low | 1.58 |
| 713 | X | Jev on the WebMCP benchmark | Software & tech | Agents & dev | one-off | minor | low | 1.50 |
| 714 | X | Open Jev Playground | Software & tech | Agents & dev | one-off | minor | low | 1.49 |
| 715 | X | Object Detection in 60 Seconds using Python and YOLOv5 #shorts | Software & tech | Social & creator | occasional | minor | low | 1.48 |
| 716 | X | system1-agents | Software & tech | Agents & dev | occasional | none | low | 1.46 |
| 717 | X | A community thread on Jev use cases | Software & tech | Social & creator | one-off | minor | low | 1.43 |
| 718 | X | A candidate for agent brains | Software & tech | Agents & dev | one-off | minor | low | 1.41 |
| 719 | X | Jev agent with top-k logits proposals | Software & tech | Agents & dev | occasional | minor | low | 1.41 |
| 720 | X | CLM-8B, a new Jev competitor | Software & tech | Agents & dev | one-off | minor | low | 1.38 |
| 721 | X | Is a quick classifier worth building? | Software & tech | Agents & dev | one-off | minor | low | 1.38 |
| 722 | X | An open-source chat copilot | Software & tech | Agents & dev | occasional | none | low | 1.37 |
| 723 | X | A structured decision layer | Software & tech | Agents & dev | occasional | minor | low | 1.36 |
| 724 | X | Jev in embodied robot control | Software & tech | Agents & dev | one-off | minor | low | 1.34 |
| 725 | X | An open alternative appears: Laya | Software & tech | Agents & dev | one-off | minor | low | 1.31 |
| 726 | X | Fish Detection with YOLOv11 in 60 Seconds! #YOLOv11 #ObjectDetection #MachineLearning #ai | Software & tech | Social & creator | occasional | minor | low | 1.30 |
| 727 | X | Jev decides, Grok acts | Software & tech | Agents & dev | occasional | minor | low | 1.30 |
| 728 | X | TypeSafe Jev tools on Beri.net | Software & tech | Agents & dev | one-off | minor | low | 1.30 |
| 729 | X | How Object Detection Models See | Software & tech | Research & education | occasional | minor | low | 1.29 |
| 730 | X | An efficient chatbot with JEV | Software & tech | Agents & dev | occasional | minor | low | 1.28 |
| 731 | X | LeJudge: JEPA × Jev | Software & tech | Agents & dev | one-off | minor | low | 1.27 |
| 732 | X | The next move in Minecraft and in a browser | Software & tech | Agents & dev | one-off | minor | low | 1.24 |
| 733 | X | A WeChat assistant, open-sourced | Software & tech | Agents & dev | occasional | none | low | 1.23 |
| 734 | X | Tokens saved, AI employees multiplied | Software & tech | Agents & dev | occasional | minor | low | 1.23 |
| 735 | X | Jev for beginners Lenny's Newsletter | Software & tech | Agents & dev | one-off | minor | low | 1.22 |
| 736 | X | jev-router | Software & tech | Agents & dev | occasional | none | low | 1.22 |
| 737 | X | Stanford Town, run by Jev | Software & tech | Agents & dev | occasional | none | low | 1.22 |
| 738 | X | AppitStudio/awesome-jev | Software & tech | Agents & dev | one-off | minor | low | 1.16 |
| 739 | X | openjev on Qwen 4B | Software & tech | Agents & dev | occasional | minor | low | 1.15 |
| 740 | X | A Jev quick-start checklist | Software & tech | Agents & dev | one-off | minor | low | 1.13 |
| 741 | X | Deep Learning Object Detection Workflow in ArcGIS Pro | Software & tech | Agents & dev | one-off | minor | low | 1.12 |
| 742 | X | Daniel Muvdi on X | Software & tech | Social & creator | one-off | minor | low | 1.11 |
| 743 | X | typesafe-sdk-go | Software & tech | Agents & dev | occasional | none | low | 1.10 |
| 744 | X | awesome-typesafe-jev | Software & tech | Research & education | one-off | minor | low | 1.08 |
| 745 | X | Put Jev in a chat | Software & tech | Support & CX | one-off | minor | low | 1.06 |
| 746 | X | Jev AI Model Tutorial for Beginners | Software & tech | Agents & dev | one-off | minor | low | 1.04 |
| 747 | X | Image Classification and Object Detection in R using just TWO lines of code! | Software & tech | Agents & dev | one-off | minor | low | 1.01 |
| 748 | X | Innfactory system one model classifier | Software & tech | Research & education | one-off | minor | low | 0.97 |
| 749 | X | Jev vs. Laya-MLX | Software & tech | Agents & dev | one-off | minor | low | 0.97 |
| 750 | X | AI Object Detection with Prism AI by Teledyne FLIR | Software & tech | Agents & dev | one-off | minor | low | 0.96 |
| 751 | X | An ELI5 for Jev | Software & tech | Content & brand | one-off | minor | low | 0.96 |
| 752 | X | A Jev idea that hit a wall | Software & tech | Agents & dev | one-off | minor | low | 0.94 |
| 753 | X | Jev apps and how they use confidence | Software & tech | Agents & dev | one-off | none | low | 0.88 |
| 754 | X | What is Jev explained in one sentence | Software & tech | Agents & dev | one-off | minor | low | 0.88 |
| 755 | X | An LLM distilling Jev | Software & tech | Agents & dev | one-off | minor | low | 0.84 |
| 756 | X | Minority Report Style macOS Interface | Software & tech | Other | one-off | minor | low | 0.83 |
| 757 | X | TypeSafe’s blueprint for building with Jev | Software & tech | Agents & dev | one-off | minor | low | 0.81 |
| 758 | X | Jev-Mem | Software & tech | Research & education | one-off | minor | low | 0.78 |
| 759 | X | Laya-MLX, taken apart | Software & tech | Agents & dev | one-off | minor | low | 0.75 |
| 760 | X | The Jev stack | Software & tech | Agents & dev | one-off | none | low | 0.69 |
| 761 | X | Fun apps on a Jev backend | Software & tech | Agents & dev | one-off | none | low | 0.61 |
| 762 | X | First JEV experience: OpenRouter plus a Grok bot | Software & tech | Agents & dev | one-off | none | low | 0.54 |
| 763 | X | Beat Jev | Software & tech | Agents & dev | one-off | none | low | 0.49 |
| 764 | ? | A data center optimizer | Software & tech | Other | one-off | none | low | 0.00 |
| 765 | ? | I Built an AI Email Classifier in n8n (Step-by-Step) | Software & tech | Other | one-off | none | low | 0.00 |
| 766 | ? | Planning while Jev picks the next action | Software & tech | Other | one-off | none | low | 0.00 |
| 767 | ? | Preference-based LLM router training | Software & tech | Other | one-off | none | low | 0.00 |
| 768 | ? | Use Elasticsearch Machine Learning for Email Spam Detection | Software & tech | Other | one-off | none | low | 0.00 |