Grade X
488 use cases, sorted by grade and score.
| Rank | Grade | Use case | Vertical | Function | Volume | Value | Risk | Score |
|---|---|---|---|---|---|---|---|---|
| 1 | X | Paywall metering decision | Agencies, media & creators | Personalization & CRO | high | major | moderate | 5.90 |
| 2 | X | Qualified real-time visitor qualification | Cross-industry | Sales | high | major | moderate | 5.72 |
| 3 | X | Sales Copilot | Cross-industry | Sales | high | major | moderate | 5.70 |
| 4 | X | Real-time decisions in algorithmic trading | Finance & insurance | Legal & finance | high | major | high | 5.65 |
| 5 | X | Nyckel NSFW image detection | E-commerce & retail | E-commerce ops | high | major | high | 5.60 |
| 6 | X | Prism Liquidity Agent | Finance & insurance | Agents & dev | high | major | high | 5.44 |
| 7 | X | Dynamic page generation per visitor | Cross-industry | Personalization & CRO | high | meaningful | moderate | 5.42 |
| 8 | X | Unusual AI per-visitor page composition | Cross-industry | Personalization & CRO | high | meaningful | moderate | 5.23 |
| 9 | X | Smartlead AI reply categorization and auto-response | Cross-industry | Sales | high | meaningful | moderate | 5.17 |
| 10 | X | Browser language and region detection | Cross-industry | Personalization & CRO | high | meaningful | moderate | 5.12 |
| 11 | X | Promo code discount tier selection | E-commerce & retail | E-commerce ops | high | meaningful | moderate | 5.07 |
| 12 | X | Lead scoring decay engagement recency | Cross-industry | Sales | high | major | moderate | 5.05 |
| 13 | X | Call routing by location and language | Cross-industry | Support & CX | high | meaningful | moderate | 4.99 |
| 14 | X | Support chat bot confidence escalation | Cross-industry | Support & CX | high | meaningful | moderate | 4.98 |
| 15 | X | Multi-language content selector | Cross-industry | Personalization & CRO | high | meaningful | moderate | 4.97 |
| 16 | X | Rep territory assignment alignment rules | Cross-industry | Sales | routine | meaningful | moderate | 4.95 |
| 17 | X | NSFW Detection API \| AI Content Moderation #shorts | Software & tech | Social & creator | routine | major | high | 4.94 |
| 18 | X | UGC content quality and safety scoring | Agencies, media & creators | Content & brand | routine | major | moderate | 4.94 |
| 19 | X | Violence Detection Image Moderation API | Software & tech | Social & creator | routine | major | high | 4.94 |
| 20 | X | Realtime virtual try-on | E-commerce & retail | Social & creator | high | meaningful | moderate | 4.93 |
| 21 | X | UTM parameter-based page variant | Cross-industry | Personalization & CRO | high | meaningful | moderate | 4.92 |
| 22 | X | Live data into one ID, with a hard risk cap | Finance & insurance | Legal & finance | routine | major | high | 4.91 |
| 23 | X | Time-of-day user activity routing | Cross-industry | Support & CX | high | meaningful | moderate | 4.91 |
| 24 | X | AI support inbox triage system | Cross-industry | Support & CX | routine | meaningful | moderate | 4.89 |
| 25 | X | Real-time currency conversion display | E-commerce & retail | Personalization & CRO | high | meaningful | moderate | 4.88 |
| 26 | X | Customer communication preference routing | Cross-industry | Support & CX | high | meaningful | moderate | 4.87 |
| 27 | X | Background task priority queuing | Software & tech | Agents & dev | high | meaningful | moderate | 4.84 |
| 28 | X | Why your B2B lead score keeps loving accounts that go cold | Cross-industry | Sales | routine | major | low | 4.84 |
| 29 | X | Lead source quality attribution channel | Cross-industry | Sales | routine | meaningful | moderate | 4.82 |
| 30 | X | 18K stars in a week | Unclassified | Personalization & CRO | high | meaningful | low | 4.79 |
| 31 | X | jev-chat-jarvis-mac | Cross-industry | Social & creator | high | meaningful | moderate | 4.76 |
| 32 | X | Referrer-based welcome message | Cross-industry | Personalization & CRO | high | meaningful | moderate | 4.76 |
| 33 | X | AI email agent for Shopify stores | E-commerce & retail | Support & CX | high | meaningful | moderate | 4.74 |
| 34 | X | A voice assistant with no wake word | Software & tech | Agents & dev | high | meaningful | moderate | 4.73 |
| 35 | X | Vehicle damage assessment | Finance & insurance | Legal & finance | routine | major | high | 4.73 |
| 36 | X | Ad performance prediction from creative alone | Cross-industry | Ads | routine | major | moderate | 4.72 |
| 37 | X | Sentiment analysis objection confidence | Cross-industry | Sales | routine | meaningful | moderate | 4.68 |
| 38 | X | mastra-jev-moderation | Software & tech | Agents & dev | high | meaningful | moderate | 4.67 |
| 39 | X | Meta Ads Library competitive research at scale | Cross-industry | Ads | routine | meaningful | moderate | 4.66 |
| 40 | X | Cheap per call, but it adds up | Finance & insurance | Agents & dev | high | meaningful | moderate | 4.65 |
| 41 | X | Lead recency score timeliness action | Cross-industry | Sales | routine | meaningful | moderate | 4.65 |
| 42 | X | ego-jev | Software & tech | Agents & dev | high | meaningful | low | 4.64 |
| 43 | X | Creative hook pattern detection | Agencies, media & creators | Ads | routine | meaningful | moderate | 4.52 |
| 44 | X | How A.I. Detects NSFW Content — Build a Classifier in Python 🛡️ | Software & tech | Agents & dev | routine | meaningful | high | 4.51 |
| 45 | X | YouTube thumbnail click-through prediction | Agencies, media & creators | Social & creator | routine | major | low | 4.51 |
| 46 | X | Ad format and platform optimization | Cross-industry | Ads | routine | meaningful | moderate | 4.50 |
| 47 | X | Agent Chaperone | Cross-industry | Agents & dev | high | meaningful | moderate | 4.50 |
| 48 | X | DataFeedWatch attribute extraction | E-commerce & retail | E-commerce ops | routine | meaningful | moderate | 4.47 |
| 49 | X | LinkedIn Ads Library competitor analysis at scale | Cross-industry | Ads | routine | meaningful | moderate | 4.47 |
| 50 | X | Auto-tagging in the interface | Cross-industry | Knowledge work | high | meaningful | moderate | 4.46 |
| 51 | X | Video ad opening 3-second hook strength | Agencies, media & creators | Ads | routine | meaningful | moderate | 4.46 |
| 52 | X | OmniJev | Software & tech | Agents & dev | routine | meaningful | high | 4.43 |
| 53 | X | [NON-COMPLIANT: review gating] Review request eligibility | Healthcare & dental | Local & reputation | routine | meaningful | moderate | 4.42 |
| 54 | X | Shopify Flow route orders by product type | E-commerce & retail | E-commerce ops | routine | meaningful | moderate | 4.40 |
| 55 | X | Spam filtering during AI spam wave : r/ProtonMail - Reddit | Software & tech | Social & creator | routine | meaningful | low | 4.39 |
| 56 | X | Video content tagging and categorization | Agencies, media & creators | Social & creator | routine | meaningful | moderate | 4.38 |
| 57 | X | Gmail AI email agent with Shopify | E-commerce & retail | Support & CX | routine | meaningful | moderate | 4.35 |
| 58 | X | Mobile credit card vs mobile wallet | E-commerce & retail | Personalization & CRO | routine | meaningful | moderate | 4.32 |
| 59 | X | Discord media post tracker and router | Agencies, media & creators | Social & creator | high | meaningful | moderate | 4.31 |
| 60 | X | Sales conversation best practice tagging | Cross-industry | Sales | routine | meaningful | moderate | 4.30 |
| 61 | X | TikTok ad library scraping and trend analysis | Agencies, media & creators | Ads | routine | meaningful | moderate | 4.30 |
| 62 | X | Default currency and locale | Cross-industry | Personalization & CRO | high | meaningful | moderate | 4.26 |
| 63 | X | Invoice vendor classification system | Cross-industry | Legal & finance | routine | meaningful | moderate | 4.25 |
| 64 | X | jev-mcp-dispatcher | Software & tech | Agents & dev | high | meaningful | moderate | 4.24 |
| 65 | X | Error message contextualization | Cross-industry | Support & CX | routine | meaningful | moderate | 4.23 |
| 66 | X | How best to filter out adult creators and bought accounts? - Reddit | Agencies, media & creators | Social & creator | routine | major | moderate | 4.21 |
| 67 | X | SAR narrative completeness check | Finance & insurance | Legal & finance | routine | major | high | 4.21 |
| 68 | X | Structured routing output with multi-agent plans | Software & tech | Agents & dev | routine | meaningful | moderate | 4.21 |
| 69 | X | Jev decides whether Cursor wakes the model | Software & tech | Agents & dev | routine | meaningful | low | 4.20 |
| 70 | X | jev-chat-jarvis | Cross-industry | Social & creator | high | meaningful | moderate | 4.20 |
| 71 | X | jev-ultrafast | Software & tech | Agents & dev | high | meaningful | moderate | 4.20 |
| 72 | X | UXRay | Software & tech | Agents & dev | routine | meaningful | moderate | 4.20 |
| 73 | X | fast-jev-compaction | Software & tech | Agents & dev | routine | meaningful | low | 4.16 |
| 74 | X | Near realtime fraud detection in databricks - Reddit | Finance & insurance | Agents & dev | routine | meaningful | moderate | 4.13 |
| 75 | X | Terminal AI Research Assistant That Verifies Claims | Software & tech | Research & education | routine | meaningful | moderate | 4.12 |
| 76 | X | Making your AI better at detecting spam | Software & tech | Agents & dev | routine | meaningful | moderate | 4.11 |
| 77 | X | Contacts Auto Assignment and Routing : r/salesforce - Reddit | Cross-industry | Sales | routine | meaningful | low | 4.10 |
| 78 | X | Live jargon explainer trigger | Cross-industry | Agents & dev | high | meaningful | moderate | 4.09 |
| 79 | X | PDF invoice processing and categorization | Cross-industry | Legal & finance | routine | meaningful | high | 4.07 |
| 80 | X | A chief of staff for bots | Software & tech | Agents & dev | routine | meaningful | moderate | 4.06 |
| 81 | X | A model router on Jev | Software & tech | Agents & dev | routine | meaningful | moderate | 4.06 |
| 82 | X | [NON-COMPLIANT: review gating] Review routing: public vs private | Healthcare & dental | Local & reputation | routine | major | high | 4.05 |
| 83 | X | How to avoid creating a new parser agent for every email type in an ... | Software & tech | Agents & dev | routine | meaningful | low | 4.05 |
| 84 | X | How LLMs Classify and Resolve Support Tickets with Workflows | Cross-industry | Support & CX | routine | meaningful | moderate | 4.04 |
| 85 | X | Lead scoring rule engine configuration | Cross-industry | Sales | routine | meaningful | moderate | 4.03 |
| 86 | X | Personalised Hacker News | Software & tech | Personalization & CRO | high | minor | moderate | 4.00 |
| 87 | X | Next step commitment tracking follow-up | Cross-industry | Sales | routine | meaningful | moderate | 3.98 |
| 88 | X | Agent runtime with guarded tool execution and Docker sandboxes | Software & tech | Agents & dev | routine | meaningful | low | 3.97 |
| 89 | X | YouTube sponsor skipper | Agencies, media & creators | Ads | high | minor | low | 3.96 |
| 90 | X | jev-mcp | Software & tech | Agents & dev | high | minor | low | 3.95 |
| 91 | X | On-screen text transcription and analysis | Cross-industry | Ads | routine | meaningful | low | 3.95 |
| 92 | X | TypeSafe launches Jev | Software & tech | Agents & dev | high | minor | low | 3.95 |
| 93 | X | I made a deterministic check for AI-written tests. It runs automatically ... | Software & tech | Agents & dev | routine | meaningful | moderate | 3.94 |
| 94 | X | dsh-jev-prune | Software & tech | Agents & dev | routine | meaningful | low | 3.93 |
| 95 | X | jev-use (voice) | Unclassified | Agents & dev | routine | meaningful | moderate | 3.92 |
| 96 | X | Ad creative library duplicate smart detection | Agencies, media & creators | Ads | routine | meaningful | moderate | 3.91 |
| 97 | X | How NSFW Detection Models Actually Work \| CNN + CLIP Explained 🛡️ | Software & tech | Agents & dev | routine | meaningful | moderate | 3.91 |
| 98 | X | Nyckel sign language identifier | Software & tech | Other | routine | meaningful | moderate | 3.91 |
| 99 | X | Competitor ad library analysis | Cross-industry | Ads | routine | meaningful | moderate | 3.90 |
| 100 | X | How are you managing/prioritizing leads from your store's chatbot? | E-commerce & retail | Sales | routine | meaningful | low | 3.89 |
| 101 | X | minecraft-agent | Games & entertainment | Agents & dev | high | minor | low | 3.89 |
| 102 | X | WeChat automation with Jev and DeepSeek | Software & tech | Agents & dev | routine | minor | moderate | 3.89 |
| 103 | X | Company size classification revenue band | Cross-industry | Sales | routine | meaningful | moderate | 3.86 |
| 104 | X | Phone number format by country | Cross-industry | Personalization & CRO | routine | meaningful | moderate | 3.86 |
| 105 | X | Production style classification studio vs UGC | Agencies, media & creators | Ads | routine | meaningful | moderate | 3.86 |
| 106 | X | Jev Moderation Bot | Agencies, media & creators | Social & creator | routine | minor | moderate | 3.82 |
| 107 | X | White-label feature visibility | Software & tech | Other | routine | meaningful | moderate | 3.82 |
| 108 | X | TikTok viral hook scoring and rewrites | Agencies, media & creators | Social & creator | routine | meaningful | moderate | 3.81 |
| 109 | X | What's the best way to filter out SPAM from conversion tracking? | Cross-industry | Ads | routine | meaningful | moderate | 3.81 |
| 110 | X | jev-reflex | Software & tech | Agents & dev | high | minor | low | 3.80 |
| 111 | X | Video ad scene count and cut rhythm measurement | Agencies, media & creators | Ads | routine | meaningful | moderate | 3.80 |
| 112 | X | jev-browser, a general browser skill | Cross-industry | Agents & dev | routine | meaningful | moderate | 3.79 |
| 113 | X | Redirect legacy URL to modern equivalent | Cross-industry | SEO & AI search | routine | meaningful | moderate | 3.79 |
| 114 | X | 50-State Verification: The Routing Rule for Safe Automation | Software & tech | Agents & dev | routine | meaningful | moderate | 3.78 |
| 115 | X | Check ad copy for clear competitor-hours or offer claims | Cross-industry | Ads | routine | meaningful | moderate | 3.78 |
| 116 | X | Computer use without screenshots | Cross-industry | Agents & dev | routine | minor | moderate | 3.77 |
| 117 | X | Help desk ticket categorization scheme | Cross-industry | Support & CX | routine | meaningful | moderate | 3.77 |
| 118 | X | Win loss cause analysis pattern detection | Cross-industry | Sales | occasional | major | moderate | 3.76 |
| 119 | X | Video ad pacing and scene rhythm assessment | Agencies, media & creators | Ads | routine | meaningful | moderate | 3.75 |
| 120 | X | BriefIQ automated content brief generation | Agencies, media & creators | SEO & AI search | routine | meaningful | moderate | 3.73 |
| 121 | X | Demo video language selection | Cross-industry | Personalization & CRO | routine | minor | moderate | 3.73 |
| 122 | X | Image ad element extraction and tagging | Agencies, media & creators | Ads | routine | meaningful | low | 3.68 |
| 123 | X | Create a Custom Content Moderation Function using Machine Learning and Nyckel Text Classif | Software & tech | Agents & dev | occasional | meaningful | high | 3.66 |
| 124 | X | How AI Support Triage Actually Works | Cross-industry | Support & CX | routine | minor | low | 3.65 |
| 125 | X | talkr | Education | Research & education | routine | meaningful | low | 3.64 |
| 126 | X | GeekyTech AI internal link agent | Software & tech | SEO & AI search | routine | meaningful | low | 3.63 |
| 127 | X | Cohort-based course enrollment route | Education | Research & education | routine | meaningful | moderate | 3.62 |
| 128 | X | hermes-jev-curator | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.61 |
| 129 | X | Separating Agent decisions from LLM generation in system design | Software & tech | Agents & dev | routine | meaningful | low | 3.61 |
| 130 | X | Gift card recipient routing | E-commerce & retail | E-commerce ops | routine | meaningful | moderate | 3.58 |
| 131 | X | codex-context-diet | Software & tech | Agents & dev | routine | minor | low | 3.57 |
| 132 | X | Jev inside a telemarketing AI | Cross-industry | Agents & dev | routine | meaningful | moderate | 3.57 |
| 133 | X | jcr | Cross-industry | Agents & dev | routine | meaningful | moderate | 3.55 |
| 134 | X | Referral incentive tier selection | Cross-industry | Sales | routine | meaningful | moderate | 3.55 |
| 135 | X | solari-reflex | Unclassified | Agents & dev | high | minor | low | 3.55 |
| 136 | X | Make.com AI classification workflow | Cross-industry | Agents & dev | routine | meaningful | moderate | 3.54 |
| 137 | X | A WeChat reply assistant with Jev and DeepSeek | Cross-industry | Agents & dev | routine | minor | moderate | 3.51 |
| 138 | X | Filtering through website leads via forms : r/marketing - Reddit | Cross-industry | Sales | routine | meaningful | low | 3.51 |
| 139 | X | Live listening: talk-time equity | Cross-industry | Knowledge work | routine | meaningful | moderate | 3.50 |
| 140 | X | AI Spam Filtering Update : r/mxroute - Reddit | Software & tech | Social & creator | routine | meaningful | low | 3.48 |
| 141 | X | Check patient-submitted photos message for completeness | Healthcare & dental | Health admin | occasional | meaningful | moderate | 3.48 |
| 142 | X | game-coach | Games & entertainment | Creative & industry | routine | minor | moderate | 3.48 |
| 143 | X | jev-browser | Cross-industry | Agents & dev | routine | meaningful | moderate | 3.47 |
| 144 | X | Frase content recommendation engine | Cross-industry | SEO & AI search | occasional | meaningful | moderate | 3.46 |
| 145 | X | JevLoop | Unclassified | Agents & dev | routine | minor | low | 3.46 |
| 146 | X | Swiftask AI + Ahrefs workflow | Cross-industry | SEO & AI search | occasional | meaningful | moderate | 3.46 |
| 147 | X | CUA-S1-FORMS | Cross-industry | Other | routine | meaningful | moderate | 3.44 |
| 148 | X | Quote workflow: classify email, extract from body/attachments and ... | Cross-industry | Knowledge work | routine | meaningful | moderate | 3.44 |
| 149 | X | YouTube long-form to Shorts conversion | Agencies, media & creators | Social & creator | occasional | meaningful | moderate | 3.44 |
| 150 | X | Keyword.com AI SEO workflow automation | Cross-industry | SEO & AI search | occasional | meaningful | moderate | 3.43 |
| 151 | X | Podcast episode auto-clip generation | Agencies, media & creators | Social & creator | occasional | meaningful | moderate | 3.43 |
| 152 | X | How to automate the process of adding image alt tags in bulk for e ... | E-commerce & retail | SEO & AI search | occasional | meaningful | low | 3.41 |
| 153 | X | SurferSEO content score benchmarking | Cross-industry | SEO & AI search | occasional | meaningful | moderate | 3.41 |
| 154 | X | Framer AI component selection | Software & tech | Creative & industry | routine | meaningful | moderate | 3.39 |
| 155 | X | Jev Browser Use | Unclassified | Agents & dev | routine | minor | low | 3.39 |
| 156 | X | unclutter | Cross-industry | Personalization & CRO | routine | minor | moderate | 3.39 |
| 157 | X | Video ad production value scoring | Agencies, media & creators | Ads | occasional | meaningful | moderate | 3.39 |
| 158 | X | Browser control on a cloud machine | Cross-industry | Agents & dev | routine | minor | low | 3.37 |
| 159 | X | NotDiamond interactive benchmarks methodology | Software & tech | Agents & dev | routine | meaningful | low | 3.37 |
| 160 | X | Support answers in a Mac app | Software & tech | Support & CX | routine | meaningful | moderate | 3.36 |
| 161 | X | Winning ad pattern synthesis and brief generation | Cross-industry | Ads | occasional | meaningful | moderate | 3.36 |
| 162 | X | Real-time sentiment with Jev and ElevenLabs | Unclassified | Agents & dev | high | minor | moderate | 3.35 |
| 163 | X | typesafe-computer-use | Cross-industry | Agents & dev | routine | minor | low | 3.35 |
| 164 | X | Form conditional field routing | Cross-industry | Agents & dev | occasional | meaningful | moderate | 3.34 |
| 165 | X | TikTok creator viral DNA analysis | Agencies, media & creators | Social & creator | occasional | meaningful | moderate | 3.31 |
| 166 | X | askjev.ai | Software & tech | Agents & dev | routine | minor | moderate | 3.30 |
| 167 | X | Podcast episode transcript indexing | Agencies, media & creators | Content & brand | occasional | meaningful | moderate | 3.29 |
| 168 | X | Slop Mop | Cross-industry | Social & creator | routine | minor | low | 3.27 |
| 169 | X | Transcript topic segmentation | Cross-industry | Knowledge work | occasional | meaningful | moderate | 3.27 |
| 170 | X | SERP similarity grouping for keywords | Cross-industry | SEO & AI search | occasional | meaningful | moderate | 3.25 |
| 171 | X | GBP post-service fit | Cross-industry | Local & reputation | routine | meaningful | moderate | 3.24 |
| 172 | X | Pricing calculator input interpreter | Cross-industry | E-commerce ops | routine | meaningful | moderate | 3.23 |
| 173 | X | Tocsin | Software & tech | Agents & dev | routine | meaningful | moderate | 3.23 |
| 174 | X | 178M tokens spent testing marketing ideas | Cross-industry | Ads | occasional | meaningful | low | 3.22 |
| 175 | X | Ad creative brief generation from top performers | Cross-industry | Ads | occasional | meaningful | moderate | 3.22 |
| 176 | X | Agentic browsing in Chrome | Cross-industry | Agents & dev | routine | minor | moderate | 3.22 |
| 177 | X | Timezone-aware meeting suggestion | Cross-industry | Knowledge work | occasional | meaningful | moderate | 3.22 |
| 178 | X | jev-reviewer | Research & science | Research & education | occasional | meaningful | high | 3.21 |
| 179 | X | The unglamorous Jev jobs | Software & tech | Knowledge work | routine | minor | low | 3.21 |
| 180 | X | Content brief coverage scoring | Cross-industry | SEO & AI search | occasional | meaningful | moderate | 3.20 |
| 181 | X | jev-as-quant | Finance & insurance | Agents & dev | occasional | meaningful | moderate | 3.20 |
| 182 | X | How Do Chatbots Use Intent Classification Mechanisms? | Software & tech | Agents & dev | routine | minor | low | 3.18 |
| 183 | X | Real-time agent battles in games | Games & entertainment | Creative & industry | routine | minor | low | 3.18 |
| 184 | X | codex-jev-router | Software & tech | Agents & dev | routine | minor | low | 3.17 |
| 185 | X | Launching agents on a canvas | Software & tech | Agents & dev | occasional | meaningful | low | 3.17 |
| 186 | X | Laya, 421M parameters, local | Software & tech | Agents & dev | routine | minor | low | 3.14 |
| 187 | X | A Kalshi BTC bot on a 15-minute clock | Finance & insurance | Agents & dev | routine | minor | moderate | 3.12 |
| 188 | X | How to Build an AI Spam Detector | Software & tech | Agents & dev | routine | meaningful | moderate | 3.12 |
| 189 | X | call-coach-ai | Cross-industry | Sales | occasional | meaningful | moderate | 3.10 |
| 190 | X | Style sheet violation check | Cross-industry | Content & brand | routine | meaningful | moderate | 3.10 |
| 191 | X | JevPR | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.09 |
| 192 | X | Query intent gap identification | Cross-industry | SEO & AI search | occasional | meaningful | moderate | 3.09 |
| 193 | X | Instant Claude Code compaction | Software & tech | Agents & dev | routine | meaningful | low | 3.08 |
| 194 | X | FAQ generation from video comments | Agencies, media & creators | Social & creator | occasional | meaningful | moderate | 3.06 |
| 195 | X | Automated content gap analysis | Cross-industry | SEO & AI search | occasional | meaningful | moderate | 3.05 |
| 196 | X | Decisions inside the system, not in a chat | Software & tech | Agents & dev | routine | minor | low | 3.05 |
| 197 | X | X, made cute | Unclassified | Agents & dev | routine | minor | low | 3.04 |
| 198 | X | jev-pruner | Software & tech | Agents & dev | routine | minor | low | 3.03 |
| 199 | X | TipTour | Software & tech | Agents & dev | routine | minor | low | 3.02 |
| 200 | X | 724 competitor ads, broken down | Cross-industry | Ads | occasional | meaningful | low | 3.01 |
| 201 | X | jev-search-mcp | Cross-industry | Agents & dev | occasional | meaningful | moderate | 3.01 |
| 202 | X | jev-tree | Software & tech | Agents & dev | occasional | meaningful | moderate | 3.01 |
| 203 | X | Aimogen Update: Automatic Writing of Category or Tag Descriptions! | Agencies, media & creators | SEO & AI search | occasional | meaningful | low | 3.00 |
| 204 | X | jev-oxlint | Software & tech | Agents & dev | routine | minor | low | 2.99 |
| 205 | X | Jev-Compatible | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.98 |
| 206 | X | SEO Day local category classification guide | Cross-industry | Local & reputation | occasional | meaningful | moderate | 2.98 |
| 207 | X | Predictive spreadsheets | Cross-industry | Knowledge work | routine | minor | low | 2.97 |
| 208 | X | The decision-making brain for agents | Software & tech | Agents & dev | routine | minor | low | 2.97 |
| 209 | X | switchloom | Software & tech | Agents & dev | routine | minor | low | 2.95 |
| 210 | X | App Store keywords from the real competition | Software & tech | SEO & AI search | occasional | meaningful | moderate | 2.94 |
| 211 | X | How do you filter out the good leads? Tiktok ads : r/marketing - Reddit | Cross-industry | Sales | occasional | meaningful | low | 2.94 |
| 212 | X | Real-time AI harness plays Overcooked | Games & entertainment | Agents & dev | routine | minor | low | 2.94 |
| 213 | X | Automated weekly "which accounts are we ignoring" report by letting ... | Cross-industry | Sales | occasional | meaningful | low | 2.93 |
| 214 | X | Build an AI-powered Email Classifier in n8n | Cross-industry | Knowledge work | occasional | meaningful | moderate | 2.93 |
| 215 | X | Keyword research topic clustering n8n workflow | Agencies, media & creators | SEO & AI search | occasional | meaningful | low | 2.93 |
| 216 | X | Where the latency actually goes | Software & tech | Agents & dev | routine | minor | low | 2.90 |
| 217 | X | Cross-domain: expense receipt photo caption fraud cues | Cross-industry | Legal & finance | occasional | meaningful | high | 2.89 |
| 218 | X | jev-test-filter | Software & tech | Agents & dev | occasional | meaningful | low | 2.88 |
| 219 | X | A canvas you control by pointing and speaking | Software & tech | Agents & dev | routine | minor | low | 2.87 |
| 220 | X | jevguide | Agencies, media & creators | Social & creator | occasional | meaningful | low | 2.87 |
| 221 | X | Outdated reference detector in course content | Education | Research & education | occasional | meaningful | moderate | 2.87 |
| 222 | X | Automating customer support email routing with n8n and AI - Reddit | Cross-industry | Support & CX | occasional | meaningful | low | 2.86 |
| 223 | X | Jev AI tested: can it triage real support tickets? | Software & tech | Support & CX | occasional | meaningful | low | 2.85 |
| 224 | X | Taskade SEO internal linking generator | Cross-industry | SEO & AI search | occasional | meaningful | low | 2.85 |
| 225 | X | Both hands on a piano, in real time | Games & entertainment | Creative & industry | routine | minor | low | 2.83 |
| 226 | X | Continuity error finder | Agencies, media & creators | Content & brand | occasional | meaningful | low | 2.83 |
| 227 | X | Supplement orphan finder | Research & science | Research & education | occasional | meaningful | low | 2.83 |
| 228 | X | Auto-Tags (Reviewing/Approving Imported Transactions) - Reddit | Finance & insurance | Legal & finance | occasional | meaningful | low | 2.81 |
| 229 | X | On-device audio, no LLM in the loop | Software & tech | Agents & dev | occasional | minor | moderate | 2.81 |
| 230 | X | Proposal scoping from call notes | Cross-industry | Sales | occasional | meaningful | moderate | 2.81 |
| 231 | X | jev-tool-runner | Software & tech | Agents & dev | routine | minor | low | 2.78 |
| 232 | X | AI-Powered RFP Document Comparison and Gap Analysis with ... | Cross-industry | Legal & finance | occasional | meaningful | low | 2.77 |
| 233 | X | A coding agent that asks Jev where to look | Software & tech | Agents & dev | routine | minor | low | 2.76 |
| 234 | X | Jev-like decisions from open LLMs | Software & tech | Agents & dev | occasional | minor | low | 2.76 |
| 235 | X | WordPress smart plugin recommendation | Cross-industry | Agents & dev | occasional | meaningful | moderate | 2.76 |
| 236 | X | Ad creatives from filtered assets | Agencies, media & creators | Ads | occasional | minor | moderate | 2.75 |
| 237 | X | Author bio compliance check | Cross-industry | Content & brand | occasional | meaningful | moderate | 2.74 |
| 238 | X | Advice on getting qualified leads : r/marketing - Reddit | Cross-industry | Sales | occasional | minor | low | 2.72 |
| 239 | X | home-assistant-typesafe | Software & tech | Agents & dev | routine | minor | moderate | 2.72 |
| 240 | X | visual-jev | Unclassified | Other | occasional | minor | moderate | 2.72 |
| 241 | X | Calibration item readiness | Cross-industry | Agents & dev | occasional | meaningful | moderate | 2.70 |
| 242 | X | Semantic code search for what code does | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.70 |
| 243 | X | GitHub seosiri MCP keyword clustering | Cross-industry | SEO & AI search | occasional | meaningful | moderate | 2.69 |
| 244 | X | guesswork | Unclassified | Agents & dev | occasional | minor | low | 2.69 |
| 245 | X | jev-design-test | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.69 |
| 246 | X | jevgrep | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.69 |
| 247 | X | Real-time object detection on phone with TensorFlow Lite | Software & tech | Agents & dev | routine | minor | low | 2.69 |
| 248 | X | Jev and Laya on security queries | Unclassified | Agents & dev | occasional | meaningful | moderate | 2.67 |
| 249 | X | Clarity Judge | Cross-industry | Content & brand | occasional | minor | moderate | 2.66 |
| 250 | X | Jev as a slop linter | Unclassified | Agents & dev | routine | minor | low | 2.66 |
| 251 | X | Sift open-source macOS app to visually search your files | Cross-industry | Knowledge work | occasional | meaningful | low | 2.66 |
| 252 | X | Jev for content marketing | Cross-industry | Content & brand | occasional | meaningful | low | 2.65 |
| 253 | X | A shortlist from a competitor swipe file | Cross-industry | Ads | occasional | meaningful | low | 2.62 |
| 254 | X | jev-desktop | Software & tech | Agents & dev | routine | minor | low | 2.62 |
| 255 | X | A local classifier instead of Jev | Software & tech | Agents & dev | occasional | minor | low | 2.61 |
| 256 | X | Pick imagery for brochures from library | Cross-industry | Creative & industry | occasional | meaningful | moderate | 2.61 |
| 257 | X | TypeSafe AI playground | Software & tech | Agents & dev | occasional | minor | low | 2.61 |
| 258 | X | Canny | Unclassified | Agents & dev | routine | minor | moderate | 2.59 |
| 259 | X | Jev for real-time speech | Unclassified | Other | routine | none | low | 2.59 |
| 260 | X | 200× faster and 400× cheaper than a plain loop | Software & tech | Agents & dev | one-off | meaningful | low | 2.58 |
| 261 | X | A 3D character that reacts while you talk | Games & entertainment | Creative & industry | routine | minor | low | 2.58 |
| 262 | X | Concept inventory response cluster | Education | Research & education | occasional | meaningful | low | 2.58 |
| 263 | X | jev-architect | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.58 |
| 264 | X | Topical authority mapping via clustering | Cross-industry | SEO & AI search | one-off | meaningful | moderate | 2.58 |
| 265 | X | discern | Software & tech | Agents & dev | occasional | minor | low | 2.56 |
| 266 | X | Evidently AI LLM judge FAQ | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.56 |
| 267 | X | Scoring educational video segments | Education | Research & education | occasional | minor | moderate | 2.55 |
| 268 | X | A sub-100 ms decision engine | Unclassified | Agents & dev | routine | minor | low | 2.54 |
| 269 | X | Jev Engineering as the brain of an agent | Software & tech | Agents & dev | occasional | minor | low | 2.51 |
| 270 | X | Lead Scoring Approaches : r/datascience - Reddit | Cross-industry | Sales | occasional | minor | low | 2.49 |
| 271 | X | Turn 100 Customer Reviews Into a Ranked Fix List With AI #shorts | Cross-industry | Support & CX | one-off | meaningful | low | 2.49 |
| 272 | X | Jev Browser | Unclassified | Agents & dev | routine | minor | low | 2.47 |
| 273 | X | jev-harness-router | Software & tech | Agents & dev | routine | none | low | 2.47 |
| 274 | X | Tetris with Jev | Games & entertainment | Creative & industry | routine | minor | low | 2.47 |
| 275 | X | Chef Jev AI agent plays Overcooked in real time | Games & entertainment | Agents & dev | routine | minor | low | 2.46 |
| 276 | X | Mobile Jev | Software & tech | Agents & dev | occasional | minor | low | 2.46 |
| 277 | X | jev-axi | Software & tech | Agents & dev | occasional | minor | moderate | 2.45 |
| 278 | X | JevAny | Software & tech | Agents & dev | occasional | meaningful | moderate | 2.45 |
| 279 | X | TaxonomyML site taxonomy generator | Cross-industry | SEO & AI search | one-off | meaningful | moderate | 2.45 |
| 280 | X | A lead qualification workflow | Cross-industry | Sales | occasional | meaningful | moderate | 2.44 |
| 281 | X | Algorithm to rank movies based on rating and quantity of reviews : r ... | Games & entertainment | Personalization & CRO | occasional | minor | low | 2.44 |
| 282 | X | stuntd | Software & tech | Agents & dev | occasional | minor | moderate | 2.44 |
| 283 | X | Neurosymbolic AI Architecture Combining Jev and SMEme | Software & tech | Agents & dev | occasional | minor | low | 2.43 |
| 284 | X | An agentic classification loop, 7x faster | Software & tech | Agents & dev | occasional | meaningful | low | 2.42 |
| 285 | X | Auto-discover themes and classify product reviews : r/ChatGPTCoding | E-commerce & retail | E-commerce ops | occasional | meaningful | moderate | 2.42 |
| 286 | X | jev CLI | Software & tech | Agents & dev | occasional | minor | low | 2.40 |
| 287 | X | 1,066 reaction videos, searchable | Agencies, media & creators | Social & creator | one-off | meaningful | low | 2.39 |
| 288 | X | duckdb-jev | Software & tech | Agents & dev | occasional | minor | low | 2.37 |
| 289 | X | Jev inside CodexRouter | Software & tech | Agents & dev | occasional | minor | low | 2.36 |
| 290 | X | Jev plays Super Mario Bros. | Games & entertainment | Creative & industry | routine | minor | low | 2.36 |
| 291 | X | One-click invoice finder | Cross-industry | Legal & finance | occasional | meaningful | moderate | 2.36 |
| 292 | X | pi-jev | Software & tech | Agents & dev | occasional | minor | low | 2.35 |
| 293 | X | hearim | Software & tech | Agents & dev | occasional | minor | low | 2.34 |
| 294 | X | How to perform Sentiment Analysis and Text Classification with OpenAI API | Software & tech | Agents & dev | occasional | minor | low | 2.34 |
| 295 | X | pi-jev-context-curator | Software & tech | Agents & dev | routine | minor | low | 2.34 |
| 296 | X | Let Jev pick the memories, not the answer | Software & tech | Agents & dev | occasional | minor | low | 2.33 |
| 297 | X | Product URL to Markdown Feature Extractor Tool | Cross-industry | E-commerce ops | occasional | meaningful | moderate | 2.33 |
| 298 | X | Real-time agent routing with Jev | Software & tech | Agents & dev | occasional | minor | low | 2.33 |
| 299 | X | jev-align | Software & tech | Agents & dev | occasional | minor | moderate | 2.32 |
| 300 | X | How can Machine Learning detect fraud? | Finance & insurance | Agents & dev | occasional | minor | moderate | 2.31 |
| 301 | X | When a designer gets access to Jev | Unclassified | Agents & dev | routine | minor | low | 2.30 |
| 302 | X | Not every model needs to generate | Cross-industry | Agents & dev | occasional | minor | low | 2.29 |
| 303 | X | Auto-generated backgrounds for a Jev explainer | Agencies, media & creators | Content & brand | occasional | minor | low | 2.28 |
| 304 | X | A visual reference finder | Agencies, media & creators | Creative & industry | occasional | meaningful | moderate | 2.27 |
| 305 | X | jev-superpowers | Software & tech | Agents & dev | occasional | minor | low | 2.27 |
| 306 | X | jev-workflow-builder | Software & tech | Agents & dev | occasional | minor | low | 2.27 |
| 307 | X | Hierarchical clustering keyword trees | Cross-industry | SEO & AI search | one-off | meaningful | low | 2.23 |
| 308 | X | jevwire | Software & tech | Agents & dev | occasional | minor | low | 2.23 |
| 309 | X | maza | Software & tech | Agents & dev | occasional | minor | low | 2.23 |
| 310 | X | Any tested/known dataset for intent detection for an AI assistants? | Software & tech | Agents & dev | occasional | minor | low | 2.22 |
| 311 | X | How Jev and Laya help support agents prepare context | Cross-industry | Support & CX | occasional | meaningful | low | 2.21 |
| 312 | X | Lifting App Tests Jev Decision Model for Workout Coaching | Software & tech | Agents & dev | one-off | meaningful | moderate | 2.21 |
| 313 | X | Turn any LLM into a Jev-like model | Software & tech | Agents & dev | occasional | meaningful | low | 2.18 |
| 314 | X | Jev for next best action | Cross-industry | Agents & dev | occasional | minor | low | 2.14 |
| 315 | X | Laya compared to Jev | Software & tech | Agents & dev | occasional | minor | low | 2.14 |
| 316 | X | Jevopt | Software & tech | Agents & dev | occasional | minor | low | 2.13 |
| 317 | X | A dual-arm robot with Jev in the middle layer | Industrial, energy & agriculture | Agents & dev | occasional | minor | low | 2.12 |
| 318 | X | jev-suite | Software & tech | Agents & dev | occasional | minor | low | 2.12 |
| 319 | X | GPTBots.ai integrates Jev | Software & tech | Agents & dev | routine | none | low | 2.11 |
| 320 | X | jev-dsh-decision | Software & tech | Agents & dev | occasional | minor | low | 2.11 |
| 321 | X | Semantic keyword clustering with Python | Cross-industry | SEO & AI search | one-off | meaningful | low | 2.10 |
| 322 | X | jevocks | Finance & insurance | Legal & finance | occasional | minor | moderate | 2.09 |
| 323 | X | laya-ultrafast | Unclassified | Agents & dev | occasional | minor | low | 2.08 |
| 324 | X | Search and tagging on keep.md | Software & tech | Knowledge work | occasional | minor | low | 2.05 |
| 325 | X | Built an AI-powered insurance fraud detection platform using ... | Finance & insurance | Legal & finance | occasional | minor | moderate | 2.04 |
| 326 | X | gut | Software & tech | Agents & dev | occasional | minor | low | 2.04 |
| 327 | X | Jev on a movie recommender | Games & entertainment | Personalization & CRO | occasional | minor | moderate | 2.04 |
| 328 | X | EmbodiedJev | Software & tech | Agents & dev | occasional | minor | low | 2.03 |
| 329 | X | Auto-filling external link info | Cross-industry | Knowledge work | occasional | minor | moderate | 2.01 |
| 330 | X | Hundreds of tools built on Jev, collected | Software & tech | Agents & dev | occasional | minor | low | 2.01 |
| 331 | X | Jev on Cloud Run | Software & tech | Agents & dev | occasional | minor | low | 2.01 |
| 332 | X | laya-vs-jev | Software & tech | Agents & dev | occasional | minor | low | 2.01 |
| 333 | X | Predicting queries before submission | Agencies, media & creators | Agents & dev | occasional | minor | low | 2.01 |
| 334 | X | cairn-jev-lab | Research & science | Agents & dev | occasional | minor | moderate | 1.99 |
| 335 | X | dsh-jev-tools | Software & tech | Agents & dev | occasional | minor | low | 1.97 |
| 336 | X | Doomscroll Filter | Agencies, media & creators | Social & creator | one-off | meaningful | low | 1.96 |
| 337 | X | headroom | Software & tech | Agents & dev | occasional | minor | low | 1.94 |
| 338 | X | JevRelevanceRetriever | Software & tech | Agents & dev | occasional | minor | low | 1.94 |
| 339 | X | Driving pedestrians in a multi-agent simulation | Unclassified | Agents & dev | occasional | minor | low | 1.93 |
| 340 | X | Jev Calc | Cross-industry | Knowledge work | occasional | minor | moderate | 1.93 |
| 341 | X | Automatic meme categorizing software : r/DataHoarder - Reddit | Agencies, media & creators | Social & creator | occasional | minor | low | 1.92 |
| 342 | X | Early access since September 15 | Software & tech | Agents & dev | occasional | none | low | 1.92 |
| 343 | X | jevchat | Software & tech | Agents & dev | occasional | minor | moderate | 1.92 |
| 344 | X | solar-mini4-jev | Industrial, energy & agriculture | Creative & industry | occasional | minor | low | 1.92 |
| 345 | X | A bookmark organizer | Cross-industry | Knowledge work | occasional | minor | low | 1.91 |
| 346 | X | laya-jev-GraphRAG | Software & tech | Agents & dev | occasional | minor | low | 1.91 |
| 347 | X | browser-ai | Software & tech | Agents & dev | occasional | minor | low | 1.90 |
| 348 | X | Filtering the X feed with Jev | Agencies, media & creators | Social & creator | occasional | minor | low | 1.90 |
| 349 | X | laya-goish | Software & tech | Agents & dev | occasional | minor | low | 1.89 |
| 350 | X | Jev’s prompt format and inference code | Software & tech | Agents & dev | occasional | minor | low | 1.88 |
| 351 | X | eve | Software & tech | Agents & dev | occasional | minor | low | 1.87 |
| 352 | X | A Jev-style local model for images | Software & tech | Agents & dev | occasional | minor | low | 1.86 |
| 353 | X | Gaurav Tiwari Claude Code hooks practical setup | Software & tech | Agents & dev | one-off | meaningful | low | 1.84 |
| 354 | X | An agentic pipeline with Jev at the core | Unclassified | Agents & dev | occasional | minor | low | 1.83 |
| 355 | X | I built a free fraud detection tool for small businesses after seeing too ... | Software & tech | Agents & dev | occasional | minor | moderate | 1.83 |
| 356 | X | TypeSafe Jev AI agents kit tutorial | Software & tech | Agents & dev | one-off | minor | low | 1.83 |
| 357 | X | jev-as-judge | Software & tech | Agents & dev | occasional | minor | low | 1.82 |
| 358 | X | jev-recipes | Software & tech | Agents & dev | occasional | minor | low | 1.82 |
| 359 | X | open-jev (browser TypeScript) | Software & tech | Agents & dev | occasional | minor | low | 1.80 |
| 360 | X | rizzo-flow | Software & tech | Agents & dev | occasional | minor | low | 1.80 |
| 361 | X | A review of Jev for AI workflows | Software & tech | Agents & dev | one-off | meaningful | moderate | 1.79 |
| 362 | X | OpenDecision | Games & entertainment | Agents & dev | occasional | minor | low | 1.76 |
| 363 | X | Classify rows in DuckDB | Software & tech | Agents & dev | occasional | minor | moderate | 1.75 |
| 364 | X | How to segment products for shopping : r/PPC - Reddit | E-commerce & retail | Ads | occasional | minor | low | 1.74 |
| 365 | X | shipwithjev indexes 540 builds | Software & tech | Agents & dev | occasional | minor | low | 1.73 |
| 366 | X | sys1 | Software & tech | Agents & dev | occasional | minor | low | 1.73 |
| 367 | X | Jcyber | Software & tech | Agents & dev | occasional | minor | low | 1.71 |
| 368 | X | jev-seo | Cross-industry | SEO & AI search | occasional | minor | low | 1.71 |
| 369 | X | State in, auditable decisions out | Unclassified | Agents & dev | occasional | minor | moderate | 1.71 |
| 370 | X | jev-cli | Software & tech | Agents & dev | occasional | minor | low | 1.70 |
| 371 | X | A walkable 3D street view, classified by Jev | Agencies, media & creators | Creative & industry | occasional | minor | low | 1.68 |
| 372 | X | I built an open-source Chrome extension that uses Jev to filter the X ... | Software & tech | Social & creator | occasional | minor | low | 1.68 |
| 373 | X | super-jev | Unclassified | Agents & dev | occasional | minor | low | 1.67 |
| 374 | X | Keystroke oracle | Software & tech | Agents & dev | occasional | none | low | 1.65 |
| 375 | X | Nitpicky, zooming into AI images | Agencies, media & creators | Creative & industry | one-off | minor | low | 1.65 |
| 376 | X | 900 images in 40 seconds | Unclassified | Agents & dev | occasional | minor | low | 1.64 |
| 377 | X | Best way of sorting PDF files? : r/software - Reddit | Cross-industry | Knowledge work | occasional | minor | low | 1.64 |
| 378 | X | system-one | Software & tech | Agents & dev | occasional | minor | low | 1.64 |
| 379 | X | From Jev to Laya in an AI video pipeline | Software & tech | Agents & dev | occasional | minor | low | 1.63 |
| 380 | X | The Jev and Claude Code stack, run wide | Software & tech | Agents & dev | occasional | minor | low | 1.63 |
| 381 | X | Whats a good ML Algorithm to use to classify 200 classes of images? | Software & tech | Agents & dev | occasional | minor | moderate | 1.63 |
| 382 | X | Jev Doors takes uploaded genres | Unclassified | Agents & dev | occasional | minor | low | 1.62 |
| 383 | X | A skeptical take on Jev | Unclassified | Agents & dev | one-off | minor | low | 1.61 |
| 384 | X | Eleven trending Jev repos | Software & tech | Agents & dev | one-off | minor | low | 1.58 |
| 385 | X | Jev on the WebMCP benchmark | Software & tech | Agents & dev | one-off | minor | low | 1.50 |
| 386 | X | A faster, cheaper path for business models | Unclassified | Agents & dev | one-off | minor | low | 1.49 |
| 387 | X | Open Jev Playground | Software & tech | Agents & dev | one-off | minor | low | 1.49 |
| 388 | X | An algorithm for ranking players : r/heroesofthestorm - Reddit | Games & entertainment | Social & creator | occasional | minor | low | 1.48 |
| 389 | X | Object Detection in 60 Seconds using Python and YOLOv5 #shorts | Software & tech | Social & creator | occasional | minor | low | 1.48 |
| 390 | X | How do filter and structure keyword suggestions from ... - Reddit | Cross-industry | Ads | one-off | minor | low | 1.46 |
| 391 | X | system1-agents | Software & tech | Agents & dev | occasional | none | low | 1.46 |
| 392 | X | #robotics #embodiedai #aiproductmanagement | Harsha Srivatsa | Industrial, energy & agriculture | Agents & dev | occasional | minor | low | 1.43 |
| 393 | X | A community thread on Jev use cases | Software & tech | Social & creator | one-off | minor | low | 1.43 |
| 394 | X | tab-jev | Unclassified | Other | occasional | minor | low | 1.43 |
| 395 | X | A candidate for agent brains | Software & tech | Agents & dev | one-off | minor | low | 1.41 |
| 396 | X | Jev agent with top-k logits proposals | Software & tech | Agents & dev | occasional | minor | low | 1.41 |
| 397 | X | CLM-8B, a new Jev competitor | Software & tech | Agents & dev | one-off | minor | low | 1.38 |
| 398 | X | Is a quick classifier worth building? | Software & tech | Agents & dev | one-off | minor | low | 1.38 |
| 399 | X | Metask-Jev | Unclassified | Agents & dev | one-off | minor | low | 1.38 |
| 400 | X | An open-source chat copilot | Software & tech | Agents & dev | occasional | none | low | 1.37 |
| 401 | X | A structured decision layer | Software & tech | Agents & dev | occasional | minor | low | 1.36 |
| 402 | X | Decisive judgment agents that don’t chat | Unclassified | Agents & dev | one-off | minor | low | 1.35 |
| 403 | X | djev | Unclassified | Agents & dev | occasional | minor | low | 1.34 |
| 404 | X | Jev in embodied robot control | Software & tech | Agents & dev | one-off | minor | low | 1.34 |
| 405 | X | AI plays Pokémon FireRed with human-like movement and battles | Games & entertainment | Agents & dev | one-off | minor | low | 1.33 |
| 406 | X | Jev builders, share what you’re working on | Agencies, media & creators | Agents & dev | occasional | minor | low | 1.32 |
| 407 | X | $17,831 in the first night | Finance & insurance | Agents & dev | one-off | minor | moderate | 1.31 |
| 408 | X | An open alternative appears: Laya | Software & tech | Agents & dev | one-off | minor | low | 1.31 |
| 409 | X | Reading the System One blog with an assistant | Agencies, media & creators | Knowledge work | one-off | minor | low | 1.31 |
| 410 | X | A coding interview prep use case | Education | Research & education | occasional | minor | low | 1.30 |
| 411 | X | Fish Detection with YOLOv11 in 60 Seconds! #YOLOv11 #ObjectDetection #MachineLearning #ai | Software & tech | Social & creator | occasional | minor | low | 1.30 |
| 412 | X | Jev Code Camp Hands-On Lessons for AI Decisions | Education | Research & education | occasional | minor | low | 1.30 |
| 413 | X | Jev decides, Grok acts | Software & tech | Agents & dev | occasional | minor | low | 1.30 |
| 414 | X | TypeSafe Jev tools on Beri.net | Software & tech | Agents & dev | one-off | minor | low | 1.30 |
| 415 | X | A local Jev | Unclassified | Agents & dev | occasional | minor | low | 1.29 |
| 416 | X | How Object Detection Models See | Software & tech | Research & education | occasional | minor | low | 1.29 |
| 417 | X | JevTuner | Unclassified | Agents & dev | occasional | minor | low | 1.29 |
| 418 | X | Port Cleanup | Unclassified | Other | occasional | none | low | 1.29 |
| 419 | X | Write a rule and watch residents find loopholes | Games & entertainment | Creative & industry | occasional | minor | low | 1.29 |
| 420 | X | An efficient chatbot with JEV | Software & tech | Agents & dev | occasional | minor | low | 1.28 |
| 421 | X | laya-mps | Unclassified | Agents & dev | occasional | minor | low | 1.27 |
| 422 | X | LeJudge: JEPA × Jev | Software & tech | Agents & dev | one-off | minor | low | 1.27 |
| 423 | X | Jev vs. Sol, on categorisation | Cross-industry | Agents & dev | occasional | minor | low | 1.25 |
| 424 | X | The next move in Minecraft and in a browser | Software & tech | Agents & dev | one-off | minor | low | 1.24 |
| 425 | X | A Kalshi and Solana bot on Grok, Jev and Laya | Finance & insurance | Agents & dev | occasional | minor | moderate | 1.23 |
| 426 | X | A WeChat assistant, open-sourced | Software & tech | Agents & dev | occasional | none | low | 1.23 |
| 427 | X | Tokens saved, AI employees multiplied | Software & tech | Agents & dev | occasional | minor | low | 1.23 |
| 428 | X | Jev for beginners Lenny's Newsletter | Software & tech | Agents & dev | one-off | minor | low | 1.22 |
| 429 | X | jev-router | Software & tech | Agents & dev | occasional | none | low | 1.22 |
| 430 | X | Stanford Town, run by Jev | Software & tech | Agents & dev | occasional | none | low | 1.22 |
| 431 | X | JevTown | Games & entertainment | Agents & dev | occasional | none | low | 1.19 |
| 432 | X | A decision brain, not an assistant | Unclassified | Agents & dev | one-off | minor | low | 1.16 |
| 433 | X | AppitStudio/awesome-jev | Software & tech | Agents & dev | one-off | minor | low | 1.16 |
| 434 | X | Fading a trading bot live on Polymarket | Finance & insurance | Agents & dev | one-off | minor | moderate | 1.16 |
| 435 | X | Jev-mice | Research & science | Agents & dev | occasional | none | low | 1.15 |
| 436 | X | openjev on Qwen 4B | Software & tech | Agents & dev | occasional | minor | low | 1.15 |
| 437 | X | GIF Decider | Cross-industry | Other | occasional | none | low | 1.14 |
| 438 | X | A Jev quick-start checklist | Software & tech | Agents & dev | one-off | minor | low | 1.13 |
| 439 | X | Deep Learning Object Detection Workflow in ArcGIS Pro | Software & tech | Agents & dev | one-off | minor | low | 1.12 |
| 440 | X | laya-vs-jev-arena | Games & entertainment | Agents & dev | one-off | minor | low | 1.12 |
| 441 | X | Looking for good tools for sorting files. : r/DataHoarder - Reddit | Cross-industry | Knowledge work | one-off | minor | low | 1.12 |
| 442 | X | Daniel Muvdi on X | Software & tech | Social & creator | one-off | minor | low | 1.11 |
| 443 | X | typesafe-sdk-go | Software & tech | Agents & dev | occasional | none | low | 1.10 |
| 444 | X | awesome-typesafe-jev | Software & tech | Research & education | one-off | minor | low | 1.08 |
| 445 | X | Put Jev in a chat | Software & tech | Support & CX | one-off | minor | low | 1.06 |
| 446 | X | Jev AI Model Tutorial for Beginners | Software & tech | Agents & dev | one-off | minor | low | 1.04 |
| 447 | X | Image Classification and Object Detection in R using just TWO lines of code! | Software & tech | Agents & dev | one-off | minor | low | 1.01 |
| 448 | X | Bringing Laya to Insight O Mate | Unclassified | Agents & dev | one-off | minor | low | 0.98 |
| 449 | X | Innfactory system one model classifier | Software & tech | Research & education | one-off | minor | low | 0.97 |
| 450 | X | Jev vs. Laya-MLX | Software & tech | Agents & dev | one-off | minor | low | 0.97 |
| 451 | X | Learn Jev end to end | Education | Agents & dev | one-off | minor | low | 0.97 |
| 452 | X | The best explanation of Jev | Unclassified | Research & education | one-off | minor | low | 0.97 |
| 453 | X | AI Object Detection with Prism AI by Teledyne FLIR | Software & tech | Agents & dev | one-off | minor | low | 0.96 |
| 454 | X | An ELI5 for Jev | Software & tech | Content & brand | one-off | minor | low | 0.96 |
| 455 | X | A Jev idea that hit a wall | Software & tech | Agents & dev | one-off | minor | low | 0.94 |
| 456 | X | Jev vs the LLMs: Tetris | Games & entertainment | Creative & industry | one-off | minor | low | 0.93 |
| 457 | X | A neural network picker | Unclassified | Agents & dev | occasional | none | low | 0.92 |
| 458 | X | Jev apps and how they use confidence | Software & tech | Agents & dev | one-off | none | low | 0.88 |
| 459 | X | What is Jev explained in one sentence | Software & tech | Agents & dev | one-off | minor | low | 0.88 |
| 460 | X | An Astra-made explainer for Jev | Unclassified | Content & brand | one-off | minor | low | 0.84 |
| 461 | X | An LLM distilling Jev | Software & tech | Agents & dev | one-off | minor | low | 0.84 |
| 462 | X | Jev-cu | Unclassified | Agents & dev | one-off | none | low | 0.84 |
| 463 | X | The X algorithm, rebuilt with Jev | Unclassified | Agents & dev | one-off | minor | low | 0.84 |
| 464 | X | Jev and Laya control Flappy Bird | Games & entertainment | Creative & industry | one-off | none | low | 0.83 |
| 465 | X | Minority Report Style macOS Interface | Software & tech | Other | one-off | minor | low | 0.83 |
| 466 | X | TypeSafe’s blueprint for building with Jev | Software & tech | Agents & dev | one-off | minor | low | 0.81 |
| 467 | X | Can Jev steer music? | Games & entertainment | Agents & dev | one-off | minor | low | 0.80 |
| 468 | X | Jevinci | Unclassified | Creative & industry | occasional | none | low | 0.79 |
| 469 | X | Jev-Mem | Software & tech | Research & education | one-off | minor | low | 0.78 |
| 470 | X | Emogee | Unclassified | Other | occasional | none | low | 0.77 |
| 471 | X | Jev plays Pokémon Showdown | Games & entertainment | Creative & industry | one-off | none | low | 0.77 |
| 472 | X | Laya-MLX, taken apart | Software & tech | Agents & dev | one-off | minor | low | 0.75 |
| 473 | X | An ultra-fast futsal simulator | Games & entertainment | Creative & industry | one-off | none | low | 0.73 |
| 474 | X | The Jev stack | Software & tech | Agents & dev | one-off | none | low | 0.69 |
| 475 | X | Two bots playing 2048 and Flappy Bird | Games & entertainment | Creative & industry | one-off | none | low | 0.66 |
| 476 | X | A study group week on Jev | Unclassified | Research & education | one-off | none | low | 0.64 |
| 477 | X | Fun apps on a Jev backend | Software & tech | Agents & dev | one-off | none | low | 0.61 |
| 478 | X | Jev vs. Laya, over chess | Games & entertainment | Other | one-off | none | low | 0.60 |
| 479 | X | Magic Jev Ball | Unclassified | Other | one-off | none | low | 0.58 |
| 480 | X | Jev inside a harness, from a study group | Education | Research & education | one-off | none | low | 0.55 |
| 481 | X | A Nintendo DS game built with Jev | Games & entertainment | Creative & industry | one-off | none | low | 0.54 |
| 482 | X | First JEV experience: OpenRouter plus a Grok bot | Software & tech | Agents & dev | one-off | none | low | 0.54 |
| 483 | X | Jev vs. Laya, over a chessboard | Unclassified | Other | one-off | none | low | 0.52 |
| 484 | X | jevelry | E-commerce & retail | E-commerce ops | one-off | none | low | 0.50 |
| 485 | X | 20 Jev projects worth exploring 1 | Unclassified | Agents & dev | one-off | none | low | 0.49 |
| 486 | X | Beat Jev | Software & tech | Agents & dev | one-off | none | low | 0.49 |
| 487 | X | The System One paradox | Unclassified | Agents & dev | one-off | none | low | 0.48 |
| 488 | X | T-Rex Run: local MLX Laya vs. cloud Jev | Games & entertainment | Creative & industry | one-off | none | low | 0.43 |