{
  "version": "https://jsonfeed.org/version/1.1",
  "title": "Jevland — new entries",
  "home_page_url": "https://jevland.mnimiy.com/",
  "feed_url": "https://jevland.mnimiy.com/feed.json",
  "description": "A source-backed index of Jev projects, demos, integrations, articles and benchmarks. Typed output guarantees a valid shape, not a correct decision.",
  "items": [
    {
      "id": "https://jevland.mnimiy.com/projects/pluvio-twenty-jev-projects-cn/",
      "url": "https://jevland.mnimiy.com/projects/pluvio-twenty-jev-projects-cn/",
      "title": "Twenty Jev projects to copy (Chinese list)",
      "summary": "A Chinese list of twenty projects for people who just got an API key: jev-ultrafast, fast-jev-compaction, json-render, typesafe-mcp, jev-mcp, SemDecide, the Codex router, winnow, jev-review, blink, Agent Desktop, typesafe-mario, jev-drone, OneVOneJev, jev-trader, prism-liquidity-agent, neo4jev, jev-curate, Canny and killmyidea.",
      "content_text": "A Chinese list of twenty projects for people who just got an API key: jev-ultrafast, fast-jev-compaction, json-render, typesafe-mcp, jev-mcp, SemDecide, the Codex router, winnow, jev-review, blink, Agent Desktop, typesafe-mario, jev-drone, OneVOneJev, jev-trader, prism-liquidity-agent, neo4jev, jev-curate, Canny and killmyidea.\n\ncommentary: Roundup with twenty repository links.",
      "date_published": "2026-09-21T00:00:00Z",
      "authors": [
        {
          "name": "雪踏乌云 (Pluvio9yte)"
        }
      ],
      "tags": [
        "cn",
        "roundup",
        "projects"
      ],
      "_jevland": {
        "kind": "roundup",
        "evidence": "commentary",
        "sourceUrl": "https://x.com/Pluvio9yte/status/2101831273224311035",
        "xUrl": "https://x.com/Pluvio9yte/status/2101831273224311035",
        "lastVerifiedAt": "2026-09-21",
        "hasProjectLink": false
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/viv-jev-as-judge-rl-verifiers/",
      "url": "https://jevland.mnimiy.com/projects/viv-jev-as-judge-rl-verifiers/",
      "title": "Jev-as-a-judge for RL environment verifiers",
      "summary": "Many RL tasks need a judge to verify pieces of outputs or trajectories, and at scale that is the bottleneck; a fast, cheap, calibrated judge could remove it. Draws on earlier work with Harvey's LAB benchmark, where harness engineering plus open models cut judging costs by orders of magnitude.",
      "content_text": "Many RL tasks need a judge to verify pieces of outputs or trajectories, and at scale that is the bottleneck; a fast, cheap, calibrated judge could remove it. Draws on earlier work with Harvey's LAB benchmark, where harness engineering plus open models cut judging costs by orders of magnitude.\n\ncommentary: Commentary on LangChain's judge post; calibration caveat from the author.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "Viv (Vtrivedy10)"
        }
      ],
      "tags": [
        "evals",
        "rl",
        "judge",
        "verification"
      ],
      "_jevland": {
        "kind": "post",
        "evidence": "commentary",
        "sourceUrl": "https://x.com/Vtrivedy10/status/2101688022513160700",
        "xUrl": "https://x.com/Vtrivedy10/status/2101688022513160700",
        "lastVerifiedAt": "2026-09-21",
        "hasProjectLink": false
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/jev-in-front-of-grok-build/",
      "url": "https://jevland.mnimiy.com/projects/jev-in-front-of-grok-build/",
      "title": "Jev in front of Grok Build: 22–40% cheaper on the same tasks",
      "summary": "An X Article on putting Jev as a gate in front of Grok Build and measuring the cost difference on identical tasks.",
      "content_text": "An X Article on putting Jev as a gate in front of Grok Build and measuring the cost difference on identical tasks.\n\nauthor demo: 22–40% cheaper per the author's runs.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "Dan (Daniel_Farinax)"
        }
      ],
      "tags": [
        "x-article",
        "grok",
        "routing",
        "cost"
      ],
      "_jevland": {
        "kind": "article",
        "evidence": "author-demo",
        "sourceUrl": "https://x.com/Daniel_Farinax/status/2101749959980728575",
        "xUrl": "https://x.com/Daniel_Farinax/status/2101749959980728575",
        "lastVerifiedAt": "2026-09-21",
        "hasProjectLink": false
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/keno-captcha-arbitrage/",
      "url": "https://jevland.mnimiy.com/projects/keno-captcha-arbitrage/",
      "title": "CAPTCHA arbitrage: 100 solves for $0.0068",
      "summary": "A provocation with a video: if a marketplace pays $0.01 per CAPTCHA and Jev solves 100 for $0.0068, the margin is 99%; the author threatens to open-source it if the loophole is not fixed.",
      "content_text": "A provocation with a video: if a marketplace pays $0.01 per CAPTCHA and Jev solves 100 for $0.0068, the margin is 99%; the author threatens to open-source it if the loophole is not fixed.\n\nauthor demo: Author's numbers; no code released. Abuse-adjacent — medium risk.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "keno"
        }
      ],
      "tags": [
        "security",
        "captcha",
        "cost"
      ],
      "_jevland": {
        "kind": "post",
        "evidence": "author-demo",
        "sourceUrl": "https://x.com/kenonews/status/2101656436136661163",
        "xUrl": "https://x.com/kenonews/status/2101656436136661163",
        "lastVerifiedAt": "2026-09-21",
        "risk": "medium",
        "hasProjectLink": false
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/burhan-video-clipping/",
      "url": "https://jevland.mnimiy.com/projects/burhan-video-clipping/",
      "title": "Clipping a 90-minute video by topic in two seconds",
      "summary": "Transcript in, topic in, clips out: Jev picks the segments of a 90-minute video for any topic in under two seconds.",
      "content_text": "Transcript in, topic in, clips out: Jev picks the segments of a 90-minute video for any topic in under two seconds.\n\nauthor demo: Under 2 seconds and about 2 cents per run, per the author.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "Burhan Usman"
        }
      ],
      "tags": [
        "video",
        "content",
        "classification"
      ],
      "_jevland": {
        "kind": "demo",
        "evidence": "author-demo",
        "sourceUrl": "https://x.com/BurhanUsman/status/2101641842441732297",
        "xUrl": "https://x.com/BurhanUsman/status/2101641842441732297",
        "lastVerifiedAt": "2026-09-21",
        "hasProjectLink": false
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/y0usaf-pi-jev-tool-gate/",
      "url": "https://jevland.mnimiy.com/projects/y0usaf-pi-jev-tool-gate/",
      "external_url": "https://github.com/y0usaf/pi-jev",
      "title": "pi-jev (y0usaf): a measured tool-call gate for Pi",
      "summary": "Jev as a decision layer for the Pi coding agent: a measured tool-call gate plus a jev_ask tool for typed, calibrated answers; distinct from madeye/pi-jev.",
      "content_text": "Jev as a decision layer for the Pi coding agent: a measured tool-call gate plus a jev_ask tool for typed, calibrated answers; distinct from madeye/pi-jev.\n\nsource-backed: Repository; no figures.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "y0usaf"
        }
      ],
      "tags": [
        "coding",
        "pi",
        "guardrail",
        "calibration"
      ],
      "_jevland": {
        "kind": "integration",
        "evidence": "source-backed",
        "sourceUrl": "https://github.com/y0usaf/pi-jev",
        "repoUrl": "https://github.com/y0usaf/pi-jev",
        "lastVerifiedAt": "2026-09-21",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/open-alternative-jev/",
      "url": "https://jevland.mnimiy.com/projects/open-alternative-jev/",
      "external_url": "https://github.com/ikermoel/open-alternative-jev",
      "title": "open-alternative-jev: typed decisions from any open-weights LLM in one pass",
      "summary": "A System One style layer that returns typed, calibrated decisions from any open-weights LLM in a single forward pass (Hugging Face and vLLM), with benchmarks against Jev in the README.",
      "content_text": "A System One style layer that returns typed, calibrated decisions from any open-weights LLM in a single forward pass (Hugging Face and vLLM), with benchmarks against Jev in the README.\n\nsource-backed: Benchmarks published in the repository.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "ikermoel"
        }
      ],
      "tags": [
        "replica",
        "open-source",
        "vllm",
        "huggingface",
        "calibration"
      ],
      "_jevland": {
        "kind": "replica",
        "evidence": "source-backed",
        "sourceUrl": "https://github.com/ikermoel/open-alternative-jev",
        "repoUrl": "https://github.com/ikermoel/open-alternative-jev",
        "lastVerifiedAt": "2026-09-21",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/reticle-runtime-perception/",
      "url": "https://jevland.mnimiy.com/projects/reticle-runtime-perception/",
      "external_url": "https://github.com/reticlehq/reticle",
      "title": "Reticle: machine-native runtime perception for web and desktop apps",
      "summary": "Agents can write code but struggle to understand what they built at runtime; Reticle gives web and desktop apps a Jev-style runtime perception layer so agents know which interface they are looking at.",
      "content_text": "Agents can write code but struggle to understand what they built at runtime; Reticle gives web and desktop apps a Jev-style runtime perception layer so agents know which interface they are looking at.\n\nsource-backed: Repository; the team also published the Jev-vs-LLM-judge cost comparison on its blog.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "Reticle"
        }
      ],
      "tags": [
        "agents",
        "observability",
        "browser",
        "desktop"
      ],
      "_jevland": {
        "kind": "repo",
        "evidence": "source-backed",
        "sourceUrl": "https://github.com/reticlehq/reticle",
        "repoUrl": "https://github.com/reticlehq/reticle",
        "lastVerifiedAt": "2026-09-21",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/jev-browser-llm-plans-jev-decides/",
      "url": "https://jevland.mnimiy.com/projects/jev-browser-llm-plans-jev-decides/",
      "external_url": "https://github.com/Ying-Kai-Liao/jev-browser",
      "title": "jev-browser: the LLM plans, Jev decides — library, CLI and MCP",
      "summary": "Browser automation split in two: an LLM plans the task, Jev makes the concrete in-page choices; shipped as a library, a CLI and an MCP server.",
      "content_text": "Browser automation split in two: an LLM plans the task, Jev makes the concrete in-page choices; shipped as a library, a CLI and an MCP server.\n\nsource-backed: Repository; no figures.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "Ying-Kai Liao"
        }
      ],
      "tags": [
        "browser",
        "mcp",
        "cli",
        "agents"
      ],
      "_jevland": {
        "kind": "integration",
        "evidence": "source-backed",
        "sourceUrl": "https://github.com/Ying-Kai-Liao/jev-browser",
        "repoUrl": "https://github.com/Ying-Kai-Liao/jev-browser",
        "lastVerifiedAt": "2026-09-21",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/canny-evidence-before-done/",
      "url": "https://jevland.mnimiy.com/projects/canny-evidence-before-done/",
      "external_url": "https://github.com/qkal/Canny",
      "title": "Canny: stop coding agents from claiming work is done without evidence",
      "summary": "Deterministic hooks decide, Jev advises: an append-only ledger with zero runtime dependencies that blocks an agent's 'done' until there is evidence.",
      "content_text": "Deterministic hooks decide, Jev advises: an append-only ledger with zero runtime dependencies that blocks an agent's 'done' until there is evidence.\n\nsource-backed: Repository; no figures.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "qkal"
        }
      ],
      "tags": [
        "coding",
        "guardrail",
        "verification",
        "claude-code"
      ],
      "_jevland": {
        "kind": "integration",
        "evidence": "source-backed",
        "sourceUrl": "https://github.com/qkal/Canny",
        "repoUrl": "https://github.com/qkal/Canny",
        "lastVerifiedAt": "2026-09-21",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/jev-curate-dataset-sifter/",
      "url": "https://jevland.mnimiy.com/projects/jev-curate-dataset-sifter/",
      "external_url": "https://github.com/AkashPriyadarshii/jev-curate",
      "title": "jev-curate: sift pretraining datasets at 1,500+ rows/sec",
      "summary": "A high-throughput sifter for synthetic and pretraining datasets: stream Parquet and JSONL, filter and score every row with Jev.",
      "content_text": "A high-throughput sifter for synthetic and pretraining datasets: stream Parquet and JSONL, filter and score every row with Jev.\n\nsource-backed: 1,500+ rows per second per the README.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "Akash Priyadarshi"
        }
      ],
      "tags": [
        "dataset",
        "training",
        "batch",
        "filtering"
      ],
      "_jevland": {
        "kind": "integration",
        "evidence": "source-backed",
        "sourceUrl": "https://github.com/AkashPriyadarshii/jev-curate",
        "repoUrl": "https://github.com/AkashPriyadarshii/jev-curate",
        "lastVerifiedAt": "2026-09-21",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/prism-liquidity-agent/",
      "url": "https://jevland.mnimiy.com/projects/prism-liquidity-agent/",
      "external_url": "https://github.com/irfndi/prism-liquidity-agent",
      "title": "prism-liquidity-agent: autonomous LP rebalancing on Meteora",
      "summary": "An autonomous liquidity-provider agent with auto-rebalancing and backtested strategies (Meteora DLMM first), with Jev in the decision path.",
      "content_text": "An autonomous liquidity-provider agent with auto-rebalancing and backtested strategies (Meteora DLMM first), with Jev in the decision path.\n\nsource-backed: Repository with backtests. Finance — high-risk category.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "irfndi"
        }
      ],
      "tags": [
        "trading",
        "finance",
        "high-risk",
        "defi"
      ],
      "_jevland": {
        "kind": "demo",
        "evidence": "source-backed",
        "sourceUrl": "https://github.com/irfndi/prism-liquidity-agent",
        "repoUrl": "https://github.com/irfndi/prism-liquidity-agent",
        "lastVerifiedAt": "2026-09-21",
        "risk": "high",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/one-v-one-jev-arena/",
      "url": "https://jevland.mnimiy.com/projects/one-v-one-jev-arena/",
      "external_url": "https://github.com/emrickgarrett/OneVOneJev",
      "title": "OneVOneJev: a 1v1 quickscope arena on Three.js",
      "summary": "A browser 1v1 quickscope arena built with Three.js where Jev plays the opponent's decisions in real time.",
      "content_text": "A browser 1v1 quickscope arena built with Three.js where Jev plays the opponent's decisions in real time.\n\nsource-backed: Playable repository.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "emrickgarrett"
        }
      ],
      "tags": [
        "games",
        "three-js",
        "real-time"
      ],
      "_jevland": {
        "kind": "demo",
        "evidence": "source-backed",
        "sourceUrl": "https://github.com/emrickgarrett/OneVOneJev",
        "repoUrl": "https://github.com/emrickgarrett/OneVOneJev",
        "lastVerifiedAt": "2026-09-21",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/agent-desktop-rust-accessibility/",
      "url": "https://jevland.mnimiy.com/projects/agent-desktop-rust-accessibility/",
      "external_url": "https://github.com/lahfir/agent-desktop",
      "title": "Agent Desktop: reliable computer use through OS accessibility trees",
      "summary": "A Rust runtime that lets any agent operate desktop apps through their real UI structure (OS accessibility trees) with stable element refs, from the author of the hook-based routing demo.",
      "content_text": "A Rust runtime that lets any agent operate desktop apps through their real UI structure (OS accessibility trees) with stable element refs, from the author of the hook-based routing demo.\n\nsource-backed: Repository; no figures.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "lahfir"
        }
      ],
      "tags": [
        "computer-use",
        "rust",
        "accessibility-tree",
        "agents"
      ],
      "_jevland": {
        "kind": "repo",
        "evidence": "source-backed",
        "sourceUrl": "https://github.com/lahfir/agent-desktop",
        "repoUrl": "https://github.com/lahfir/agent-desktop",
        "lastVerifiedAt": "2026-09-21",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/itsmostafa-typesafe-mcp/",
      "url": "https://jevland.mnimiy.com/projects/itsmostafa-typesafe-mcp/",
      "external_url": "https://github.com/itsmostafa/typesafe-mcp",
      "title": "typesafe-mcp: Jev in Claude Code, Claude Desktop, Codex and Pi",
      "summary": "An MCP connector that gives any MCP-capable agent direct Choice / Score / Noul calls to Jev; the Chinese roundups call it the first thing to install after getting an API key.",
      "content_text": "An MCP connector that gives any MCP-capable agent direct Choice / Score / Noul calls to Jev; the Chinese roundups call it the first thing to install after getting an API key.\n\nsource-backed: MCP connector; no figures.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "itsmostafa"
        }
      ],
      "tags": [
        "mcp",
        "claude-code",
        "codex",
        "pi"
      ],
      "_jevland": {
        "kind": "integration",
        "evidence": "source-backed",
        "sourceUrl": "https://github.com/itsmostafa/typesafe-mcp",
        "repoUrl": "https://github.com/itsmostafa/typesafe-mcp",
        "lastVerifiedAt": "2026-09-21",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/semdecide-unix-pipelines/",
      "url": "https://jevland.mnimiy.com/projects/semdecide-unix-pipelines/",
      "external_url": "https://github.com/sharziki/semdecide",
      "title": "SemDecide: typed semantic decisions for Unix pipelines and CI",
      "summary": "Jev as a command-line filter: classify, score and filter lines in a shell pipeline, for crawlers, CI gates and data pipelines.",
      "content_text": "Jev as a command-line filter: classify, score and filter lines in a shell pipeline, for crawlers, CI gates and data pipelines.\n\nsource-backed: CLI; no figures.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "sharziki"
        }
      ],
      "tags": [
        "cli",
        "ci",
        "classification",
        "pipelines"
      ],
      "_jevland": {
        "kind": "integration",
        "evidence": "source-backed",
        "sourceUrl": "https://github.com/sharziki/semdecide",
        "repoUrl": "https://github.com/sharziki/semdecide",
        "lastVerifiedAt": "2026-09-21",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/winnow-context-sieve/",
      "url": "https://jevland.mnimiy.com/projects/winnow-context-sieve/",
      "external_url": "https://github.com/GhalebDweikat/winnow",
      "title": "winnow: a calibrated context sieve for Claude Code",
      "summary": "Every tool result is judged by a System One model before it enters Claude Code's context, so noise never gets a chance to bloat the window.",
      "content_text": "Every tool result is judged by a System One model before it enters Claude Code's context, so noise never gets a chance to bloat the window.\n\nsource-backed: Repository; found via a Chinese roundup.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "Ghaleb Dweikat"
        }
      ],
      "tags": [
        "claude-code",
        "context",
        "compaction",
        "calibration"
      ],
      "_jevland": {
        "kind": "integration",
        "evidence": "source-backed",
        "sourceUrl": "https://github.com/GhalebDweikat/winnow",
        "repoUrl": "https://github.com/GhalebDweikat/winnow",
        "lastVerifiedAt": "2026-09-21",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/hermes-jev-skills/",
      "url": "https://jevland.mnimiy.com/projects/hermes-jev-skills/",
      "external_url": "https://github.com/kerpopule/hermes-jev-skills",
      "title": "hermes-jev-skills: routing, memory, compaction, GUI clicks for Hermes",
      "summary": "Jev-powered model routing, memory, context compaction, skill selection and computer/browser use for Hermes agents (also Claude Code and Codex), with a routing dashboard and shadow mode that shows what Jev routing would have saved before you switch it on.",
      "content_text": "Jev-powered model routing, memory, context compaction, skill selection and computer/browser use for Hermes agents (also Claude Code and Codex), with a routing dashboard and shadow mode that shows what Jev routing would have saved before you switch it on.\n\nsource-backed: ~0.4 s per decision, fractions of a cent; author reports an 81.8% cache hit rate on his fleet and that above ~32k context a downgrade never pays because of cache rebuild.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "Steve Darlow (kerpopule)"
        }
      ],
      "tags": [
        "hermes",
        "routing",
        "memory",
        "compaction",
        "computer-use",
        "claude-code",
        "codex"
      ],
      "_jevland": {
        "kind": "integration",
        "evidence": "source-backed",
        "sourceUrl": "https://x.com/StevenDarlow/status/2101526148228227519",
        "xUrl": "https://x.com/StevenDarlow/status/2101526148228227519",
        "repoUrl": "https://github.com/kerpopule/hermes-jev-skills",
        "lastVerifiedAt": "2026-09-21",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/docjev-document-classification/",
      "url": "https://jevland.mnimiy.com/projects/docjev-document-classification/",
      "external_url": "https://github.com/jerryjliu/docjev",
      "title": "DocJev: document classification and splitting with Jev",
      "summary": "An OSS library from the LlamaIndex founder: give a document plus natural-language category rules and Jev predicts the category (classify) or the boundaries between sub-documents (split). OCR backends: liteparse (fast, free) or LlamaParse for complex layouts.",
      "content_text": "An OSS library from the LlamaIndex founder: give a document plus natural-language category rules and Jev predicts the category (classify) or the boundaries between sub-documents (split). OCR backends: liteparse (fast, free) or LlamaParse for complex layouts.\n\nsource-backed: 6x faster than gpt-5.6-luna with equivalent accuracy, inclusive of liteparse time; interactive report in docs/report.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "Jerry Liu (LlamaIndex)"
        }
      ],
      "tags": [
        "documents",
        "classification",
        "llamaindex",
        "ocr",
        "open-source"
      ],
      "_jevland": {
        "kind": "repo",
        "evidence": "source-backed",
        "sourceUrl": "https://x.com/jerryjliu0/status/2101738281046294552",
        "xUrl": "https://x.com/jerryjliu0/status/2101738281046294552",
        "repoUrl": "https://github.com/jerryjliu/docjev",
        "lastVerifiedAt": "2026-09-21",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/openrouter-playground-jev/",
      "url": "https://jevland.mnimiy.com/projects/openrouter-playground-jev/",
      "external_url": "https://openrouter.ai/typesafe/jev-1.13",
      "title": "OpenRouter: play with Jev in the playground",
      "summary": "OpenRouter's founder pointing to the model page where Jev 1.13 can be tried directly in the playground.",
      "content_text": "OpenRouter's founder pointing to the model page where Jev 1.13 can be tried directly in the playground.\n\nofficial: Platform page.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "Alex Atallah (OpenRouter)"
        }
      ],
      "tags": [
        "openrouter",
        "playground",
        "platform"
      ],
      "_jevland": {
        "kind": "official",
        "evidence": "official",
        "sourceUrl": "https://x.com/alexatallah/status/2101500888065974307",
        "xUrl": "https://x.com/alexatallah/status/2101500888065974307",
        "projectUrl": "https://openrouter.ai/typesafe/jev-1.13",
        "lastVerifiedAt": "2026-09-20",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/greptile-realtime-bug-checker/",
      "url": "https://jevland.mnimiy.com/projects/greptile-realtime-bug-checker/",
      "external_url": "https://greptile.com/realtime",
      "title": "Greptile realtime: a Jev bug checker as you type",
      "summary": "A simple real-time bug checker built with Jev for people who still code by hand; it also underlines inaccurate English sentences.",
      "content_text": "A simple real-time bug checker built with Jev for people who still code by hand; it also underlines inaccurate English sentences.\n\nauthor demo: Live page; no figures.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "Daksh Gupta (Greptile)"
        }
      ],
      "tags": [
        "coding",
        "real-time",
        "review",
        "live-demo"
      ],
      "_jevland": {
        "kind": "demo",
        "evidence": "author-demo",
        "sourceUrl": "https://x.com/dakshgup/status/2101678769022841297",
        "xUrl": "https://x.com/dakshgup/status/2101678769022841297",
        "demoUrl": "https://greptile.com/realtime",
        "lastVerifiedAt": "2026-09-20",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/langchain-webinar-building-a-harness-with-jev/",
      "url": "https://jevland.mnimiy.com/projects/langchain-webinar-building-a-harness-with-jev/",
      "external_url": "https://events.langchain.com/webinar/building-a-harness-with-jev/",
      "title": "LangChain webinar: building a harness with Jev",
      "summary": "LangChain's webinar on using Jev to build a better agent harness, with Sydney Runkle, Hunt Lovell and Allie.",
      "content_text": "LangChain's webinar on using Jev to build a better agent harness, with Sydney Runkle, Hunt Lovell and Allie.\n\nofficial: Event page; registration on events.langchain.com.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "LangChain (Harrison Chase)"
        }
      ],
      "tags": [
        "langchain",
        "harness",
        "events",
        "webinar"
      ],
      "_jevland": {
        "kind": "official",
        "evidence": "official",
        "sourceUrl": "https://events.langchain.com/webinar/building-a-harness-with-jev/",
        "xUrl": "https://x.com/hwchase17/status/2101670779926499683",
        "lastVerifiedAt": "2026-09-20",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/agent-arena-degen-village-bouncer/",
      "url": "https://jevland.mnimiy.com/projects/agent-arena-degen-village-bouncer/",
      "external_url": "https://github.com/zostaff/agent-arena",
      "title": "agent-arena: a Jev bouncer for Degen Village",
      "summary": "A 'bouncer called Jev' added to an agent trading arena that blocks bad trades before the AI even sees them.",
      "content_text": "A 'bouncer called Jev' added to an agent trading arena that blocks bad trades before the AI even sees them.\n\nsource-backed: Author's tally: 23 bad trades blocked in one night. Finance — high-risk category.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "zostaff"
        }
      ],
      "tags": [
        "trading",
        "finance",
        "high-risk",
        "guardrail"
      ],
      "_jevland": {
        "kind": "demo",
        "evidence": "source-backed",
        "sourceUrl": "https://x.com/zostaff/status/2101693557664862537",
        "xUrl": "https://x.com/zostaff/status/2101693557664862537",
        "repoUrl": "https://github.com/zostaff/agent-arena",
        "lastVerifiedAt": "2026-09-20",
        "risk": "high",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/nerve-onchain-guard/",
      "url": "https://jevland.mnimiy.com/projects/nerve-onchain-guard/",
      "external_url": "https://github.com/h100envy/nerve",
      "title": "nerve: a Jev gate in front of an onchain trading agent",
      "summary": "A trading agent guard where Jev vets trades before the LLM commits; the author says it stopped 3 ETH going into dead pools in the first five days.",
      "content_text": "A trading agent guard where Jev vets trades before the LLM commits; the author says it stopped 3 ETH going into dead pools in the first five days.\n\nsource-backed: Author's own tally ('saved, not made'). Finance — high-risk category.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "h100envy"
        }
      ],
      "tags": [
        "trading",
        "finance",
        "high-risk",
        "guardrail"
      ],
      "_jevland": {
        "kind": "demo",
        "evidence": "source-backed",
        "sourceUrl": "https://x.com/h100envy/status/2101688318950068263",
        "xUrl": "https://x.com/h100envy/status/2101688318950068263",
        "repoUrl": "https://github.com/h100envy/nerve",
        "lastVerifiedAt": "2026-09-20",
        "risk": "high",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/semgate-go-middleware/",
      "url": "https://jevland.mnimiy.com/projects/semgate-go-middleware/",
      "external_url": "https://semgate-example-90572511273.asia-northeast1.run.app/",
      "title": "semgate: semantic request filtering for Go HTTP",
      "summary": "Go HTTP middleware that lets Jev judge and route requests, plus a CTF-style example site inviting people to try injection attacks against it.",
      "content_text": "Go HTTP middleware that lets Jev judge and route requests, plus a CTF-style example site inviting people to try injection attacks against it.\n\nsource-backed: Middleware and a live CTF site (Cloud Run).",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "m-mizutani"
        }
      ],
      "tags": [
        "go",
        "security",
        "middleware",
        "prompt-injection"
      ],
      "_jevland": {
        "kind": "integration",
        "evidence": "source-backed",
        "sourceUrl": "https://x.com/m_mizutani/status/2101500133846430086",
        "xUrl": "https://x.com/m_mizutani/status/2101500133846430086",
        "demoUrl": "https://semgate-example-90572511273.asia-northeast1.run.app/",
        "repoUrl": "https://github.com/m-mizutani/semgate",
        "lastVerifiedAt": "2026-09-20",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/hunk-triage-diff-classification/",
      "url": "https://jevland.mnimiy.com/projects/hunk-triage-diff-classification/",
      "external_url": "https://github.com/morinokami/hunk-triage",
      "title": "hunk-triage: read the important changes first",
      "summary": "An extension for bentlegen's hunk that classifies the files in a diff (core, tests, docs…) with Jev and reorders the review so the important changes come first.",
      "content_text": "An extension for bentlegen's hunk that classifies the files in a diff (core, tests, docs…) with Jev and reorders the review so the important changes come first.\n\nsource-backed: Classification-only extension; no figures.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "morinokami"
        }
      ],
      "tags": [
        "coding",
        "review",
        "classification"
      ],
      "_jevland": {
        "kind": "integration",
        "evidence": "source-backed",
        "sourceUrl": "https://x.com/onDemocracy/status/2101654957195931740",
        "xUrl": "https://x.com/onDemocracy/status/2101654957195931740",
        "repoUrl": "https://github.com/morinokami/hunk-triage",
        "lastVerifiedAt": "2026-09-20",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/jev-lexer-syntax-highlighter/",
      "url": "https://jevland.mnimiy.com/projects/jev-lexer-syntax-highlighter/",
      "external_url": "https://github.com/mizchi/jev-lexer",
      "title": "jev-lexer: syntax highlighting with no language knowledge",
      "summary": "Split like gpu-lexer, classify every token with Jev, render Shiki-compatible tokens to HTML and ANSI — a language-agnostic highlighter, experimental only.",
      "content_text": "Split like gpu-lexer, classify every token with Jev, render Shiki-compatible tokens to HTML and ANSI — a language-agnostic highlighter, experimental only.\n\nsource-backed: About 91.75% token accuracy and roughly $0.37 for a 1,000-line file, per the author.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "mizchi"
        }
      ],
      "tags": [
        "coding",
        "classification",
        "experiment"
      ],
      "_jevland": {
        "kind": "demo",
        "evidence": "source-backed",
        "sourceUrl": "https://x.com/mizchi/status/2101623687778828467",
        "xUrl": "https://x.com/mizchi/status/2101623687778828467",
        "repoUrl": "https://github.com/mizchi/jev-lexer",
        "lastVerifiedAt": "2026-09-20",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/tab-bouncer/",
      "url": "https://jevland.mnimiy.com/projects/tab-bouncer/",
      "external_url": "https://github.com/MANISH007700/tab-bouncer",
      "title": "Tab Bouncer: close the tabs you don't need, judged in one call",
      "summary": "Tell the extension what you are working on; Jev checks every open tab at the door in a single call and shows the freeloaders out.",
      "content_text": "Tell the extension what you are working on; Jev checks every open tab at the door in a single call and shows the freeloaders out.\n\nsource-backed: One Jev call per sweep; no figures.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "MANISH007700"
        }
      ],
      "tags": [
        "extension",
        "browser",
        "productivity"
      ],
      "_jevland": {
        "kind": "product",
        "evidence": "source-backed",
        "sourceUrl": "https://x.com/lucifer_x007/status/2101574162817093655",
        "xUrl": "https://x.com/lucifer_x007/status/2101574162817093655",
        "repoUrl": "https://github.com/MANISH007700/tab-bouncer",
        "lastVerifiedAt": "2026-09-20",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/rmalde-minecraft-agent/",
      "url": "https://jevland.mnimiy.com/projects/rmalde-minecraft-agent/",
      "external_url": "https://github.com/rmalde/minecraft-agent",
      "title": "minecraft-agent: Astra planner, Jev controller",
      "summary": "A Minecraft agent that plans with Astra and lets Jev control step-by-step actions, with native recording, tested routes and run verification; the Jev decision rules live in models.mjs.",
      "content_text": "A Minecraft agent that plans with Astra and lets Jev control step-by-step actions, with native recording, tested routes and run verification; the Jev decision rules live in models.mjs.\n\nsource-backed: Repository with tested routes; a Japanese reader notes the decision criteria are written out in natural language.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "rmalde"
        }
      ],
      "tags": [
        "games",
        "agents",
        "minecraft"
      ],
      "_jevland": {
        "kind": "demo",
        "evidence": "source-backed",
        "sourceUrl": "https://x.com/cled0328/status/2101579523573928395",
        "xUrl": "https://x.com/cled0328/status/2101579523573928395",
        "repoUrl": "https://github.com/rmalde/minecraft-agent",
        "lastVerifiedAt": "2026-09-20",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/mapika-decider-2b/",
      "url": "https://jevland.mnimiy.com/projects/mapika-decider-2b/",
      "external_url": "https://huggingface.co/Mapika/decider-2b",
      "title": "Mapika/decider-2b on an RTX 5070 Ti",
      "summary": "A Jev-style 2B decider tested on a consumer RTX 5070 Ti under Windows 11.",
      "content_text": "A Jev-style 2B decider tested on a consumer RTX 5070 Ti under Windows 11.\n\nauthor demo: After optimisation: 10.50 ms average, 95 decisions per second, 3.53 GiB VRAM on short two-question prompts ×100.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "angework"
        }
      ],
      "tags": [
        "replica",
        "huggingface",
        "local",
        "benchmark"
      ],
      "_jevland": {
        "kind": "benchmark",
        "evidence": "author-demo",
        "sourceUrl": "https://x.com/angeworkCoLtd/status/2101568907366785297",
        "xUrl": "https://x.com/angeworkCoLtd/status/2101568907366785297",
        "projectUrl": "https://huggingface.co/Mapika/decider-2b",
        "lastVerifiedAt": "2026-09-20",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/openthai-systemone/",
      "url": "https://jevland.mnimiy.com/projects/openthai-systemone/",
      "external_url": "https://github.com/iapp-technology/openthai-systemone",
      "title": "OpenThai-SystemOne: an open Thai + English decision model",
      "summary": "Five days after launch: a Thai + English System One model on Qwen3.5-0.8B with a 256-way slot head, Apache-2.0, sized to run on a laptop.",
      "content_text": "Five days after launch: a Thai + English System One model on Qwen3.5-0.8B with a 256-way slot head, Apache-2.0, sized to run on a laptop.\n\nsource-backed: 0.8B parameters, Apache-2.0; figures in the repository.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "iApp Technology (kobkrit)"
        }
      ],
      "tags": [
        "replica",
        "open-source",
        "multilingual",
        "qwen"
      ],
      "_jevland": {
        "kind": "replica",
        "evidence": "source-backed",
        "sourceUrl": "https://x.com/kobkrit/status/2101699356810453448",
        "xUrl": "https://x.com/kobkrit/status/2101699356810453448",
        "repoUrl": "https://github.com/iapp-technology/openthai-systemone",
        "lastVerifiedAt": "2026-09-20",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/open-jev-typed-decision-engine/",
      "url": "https://jevland.mnimiy.com/projects/open-jev-typed-decision-engine/",
      "external_url": "https://github.com/intikhab49/open-jev-typed-decision-engine",
      "title": "open-jev: a 150M non-LLM typed decision engine",
      "summary": "An open reproduction that answers noul/choice/score in one non-autoregressive pass with calibrated confidence, at 150M parameters — a non-LLM route to the same interface.",
      "content_text": "An open reproduction that answers noul/choice/score in one non-autoregressive pass with calibrated confidence, at 150M parameters — a non-LLM route to the same interface.\n\nsource-backed: README: 0.697 vs Jev's 0.727 on its eval, 2.5x better calibrated, 4x faster.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "intikhab49"
        }
      ],
      "tags": [
        "replica",
        "open-source",
        "calibration",
        "local"
      ],
      "_jevland": {
        "kind": "replica",
        "evidence": "source-backed",
        "sourceUrl": "https://x.com/sounisi5011/status/2101643782936830369",
        "xUrl": "https://x.com/sounisi5011/status/2101643782936830369",
        "repoUrl": "https://github.com/intikhab49/open-jev-typed-decision-engine",
        "lastVerifiedAt": "2026-09-20",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/laya-mlx-and-coreml/",
      "url": "https://jevland.mnimiy.com/projects/laya-mlx-and-coreml/",
      "external_url": "https://github.com/mizorewww/laya-mlx",
      "title": "laya-mlx / laya-coreml: Laya on Apple Silicon",
      "summary": "Native MLX and Core ML runtimes for Laya typed decisions: `pip install 'laya-mlx[demo]'`, no text generation, no PyTorch, no cloud API. A Rubik's-cube demo runs 100 moves locally.",
      "content_text": "Native MLX and Core ML runtimes for Laya typed decisions: `pip install 'laya-mlx[demo]'`, no text generation, no PyTorch, no cloud API. A Rubik's-cube demo runs 100 moves locally.\n\nsource-backed: 7–14 ms short decisions on an M3 Max (MLX) and ~5 ms on Core ML / Neural Engine, per the repositories' benchmarks.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "mizorewww"
        }
      ],
      "tags": [
        "local",
        "mlx",
        "coreml",
        "macos",
        "replica"
      ],
      "_jevland": {
        "kind": "replica",
        "evidence": "source-backed",
        "sourceUrl": "https://x.com/Delroy715/status/2101530086671352235",
        "xUrl": "https://x.com/Delroy715/status/2101530086671352235",
        "repoUrl": "https://github.com/mizorewww/laya-mlx",
        "lastVerifiedAt": "2026-09-20",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/jev-as-a-judge-langchain/",
      "url": "https://jevland.mnimiy.com/projects/jev-as-a-judge-langchain/",
      "external_url": "https://github.com/danielgshea/jev-as-a-judge",
      "title": "Jev as a Judge: decision model vs LLM judges for evals",
      "summary": "LangChain tested Jev against LLM judges on accuracy, repeatability, latency and cost to see whether System One models offer a new approach to online agent evaluation; evaluator code in the repository.",
      "content_text": "LangChain tested Jev against LLM judges on accuracy, repeatability, latency and cost to see whether System One models offer a new approach to online agent evaluation; evaluator code in the repository.\n\nofficial: Repository with the evaluator; the post calls Jev cheaper and more precise than LLM judges for online evals.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "LangChain (Daniel Shea, Sean)"
        }
      ],
      "tags": [
        "evals",
        "judge",
        "langchain",
        "observability"
      ],
      "_jevland": {
        "kind": "benchmark",
        "evidence": "official",
        "sourceUrl": "https://x.com/LangChain/status/2101454284927959080",
        "xUrl": "https://x.com/LangChain/status/2101454284927959080",
        "repoUrl": "https://github.com/danielgshea/jev-as-a-judge",
        "lastVerifiedAt": "2026-09-20",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/jev-paper-judge/",
      "url": "https://jevland.mnimiy.com/projects/jev-paper-judge/",
      "external_url": "https://jev-paper-judge.jacob.workers.dev",
      "title": "Jev Paper Judge",
      "summary": "Upload a research-paper PDF; text is extracted in the browser, split into roughly 1,000-word passages, and a fixed set of small questions is asked per passage in parallel, then combined into weighted scores.",
      "content_text": "Upload a research-paper PDF; text is extracted in the browser, split into roughly 1,000-word passages, and a fixed set of small questions is asked per passage in parallel, then combined into weighted scores.\n\nauthor demo: Free demo of the many-small-questions-combined-in-code pattern.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "JacobLinCool"
        }
      ],
      "tags": [
        "research",
        "evaluation",
        "github"
      ],
      "_jevland": {
        "kind": "demo",
        "evidence": "author-demo",
        "sourceUrl": "https://github.com/JacobLinCool/jev-paper-judge",
        "demoUrl": "https://jev-paper-judge.jacob.workers.dev",
        "repoUrl": "https://github.com/JacobLinCool/jev-paper-judge",
        "lastVerifiedAt": "2026-09-20",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/rubikjev-cube-solver/",
      "url": "https://jevland.mnimiy.com/projects/rubikjev-cube-solver/",
      "external_url": "https://rubikjev.solo.engineer",
      "title": "Jev solves the cube",
      "summary": "Scramble a Rubik's cube and watch Jev judge and solve it live, with difficulty tiers, XP and token-metered runs; labelled experimental and fan-made.",
      "content_text": "Scramble a Rubik's cube and watch Jev judge and solve it live, with difficulty tiers, XP and token-metered runs; labelled experimental and fan-made.\n\nauthor demo: Demo.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "Trou (0xtrou)"
        }
      ],
      "tags": [
        "games",
        "puzzle",
        "github"
      ],
      "_jevland": {
        "kind": "demo",
        "evidence": "author-demo",
        "sourceUrl": "https://github.com/0xtrou/rubikjev",
        "demoUrl": "https://rubikjev.solo.engineer",
        "repoUrl": "https://github.com/0xtrou/rubikjev",
        "lastVerifiedAt": "2026-09-20",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/last-exit-checkpoint-game/",
      "url": "https://jevland.mnimiy.com/projects/last-exit-checkpoint-game/",
      "external_url": "https://gate.fade.tools",
      "title": "Last Exit: a checkpoint game judged by Jev",
      "summary": "A text game where you talk your way past a border inspector whose actions are chosen by Jev from your typed replies; dialogue and consequences are authored game code, Jev only decides.",
      "content_text": "A text game where you talk your way past a border inspector whose actions are chosen by Jev from your typed replies; dialogue and consequences are authored game code, Jev only decides.\n\nauthor demo: Hosted demo; may run out of demo credits.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "0x963D"
        }
      ],
      "tags": [
        "games",
        "narrative",
        "github"
      ],
      "_jevland": {
        "kind": "demo",
        "evidence": "author-demo",
        "sourceUrl": "https://github.com/0x963D/last-exit",
        "demoUrl": "https://gate.fade.tools",
        "repoUrl": "https://github.com/0x963D/last-exit",
        "lastVerifiedAt": "2026-09-20",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/typesafe-image-diffusion-pixel-art/",
      "url": "https://jevland.mnimiy.com/projects/typesafe-image-diffusion-pixel-art/",
      "external_url": "https://github.com/Wizhill05/typesafe-image-diffusion",
      "title": "Jev as a pixel-art generator",
      "summary": "Turns Jev into a pixel-art generator by asking 256 multiple-choice questions, one per pixel, plus refinement passes.",
      "content_text": "Turns Jev into a pixel-art generator by asking 256 multiple-choice questions, one per pixel, plus refinement passes.\n\nauthor demo: Playful demo.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "Aryan Singh"
        }
      ],
      "tags": [
        "games",
        "generative",
        "github"
      ],
      "_jevland": {
        "kind": "demo",
        "evidence": "author-demo",
        "sourceUrl": "https://github.com/Wizhill05/typesafe-image-diffusion",
        "xUrl": "https://x.com/just_aryansingh/status/2100617080395710748",
        "repoUrl": "https://github.com/Wizhill05/typesafe-image-diffusion",
        "lastVerifiedAt": "2026-09-20",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/jev-secret-detection-test/",
      "url": "https://jevland.mnimiy.com/projects/jev-secret-detection-test/",
      "external_url": "https://github.com/teyhouse/jev-secret-detection",
      "title": "Secret detection test with Jev",
      "summary": "A quick credential and secret-detection experiment with Jev; the author reports consistent results across runs.",
      "content_text": "A quick credential and secret-detection experiment with Jev; the author reports consistent results across runs.\n\nauthor demo: Demo.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "Teyhouse"
        }
      ],
      "tags": [
        "security",
        "github"
      ],
      "_jevland": {
        "kind": "demo",
        "evidence": "author-demo",
        "sourceUrl": "https://github.com/teyhouse/jev-secret-detection",
        "xUrl": "https://x.com/Teyhouse/status/2100555273718907064",
        "repoUrl": "https://github.com/teyhouse/jev-secret-detection",
        "lastVerifiedAt": "2026-09-20",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/jevmeter-live-fact-checker/",
      "url": "https://jevland.mnimiy.com/projects/jevmeter-live-fact-checker/",
      "external_url": "https://github.com/ChetasLua/jevmeter",
      "title": "jevmeter: live fact-checking of spoken content",
      "summary": "An open-source tool that fact-checks spoken content (debates, investor calls, interviews, podcasts) live with Jev calls; demoed on an interview.",
      "content_text": "An open-source tool that fact-checks spoken content (debates, investor calls, interviews, podcasts) live with Jev calls; demoed on an interview.\n\nauthor demo: Demo run: 60 Jev calls, 111K tokens, $0.0047.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "Chetaslua"
        }
      ],
      "tags": [
        "fact-check",
        "audio",
        "github"
      ],
      "_jevland": {
        "kind": "demo",
        "evidence": "author-demo",
        "sourceUrl": "https://github.com/ChetasLua/jevmeter",
        "xUrl": "https://x.com/chetaslua/status/2100602714204049588",
        "repoUrl": "https://github.com/ChetasLua/jevmeter",
        "lastVerifiedAt": "2026-09-20",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/ground-truth-news-framing/",
      "url": "https://jevland.mnimiy.com/projects/ground-truth-news-framing/",
      "external_url": "https://groundtruth.click/",
      "title": "Ground Truth: news-framing browser extension",
      "summary": "A browser extension (and web version) that classifies the news article you are reading by political framing, article type, topic and how loaded the language is, using Jev as a fast probabilistic classifier.",
      "content_text": "A browser extension (and web version) that classifies the news article you are reading by political framing, article type, topic and how loaded the language is, using Jev as a fast probabilistic classifier.\n\nauthor demo: Open source.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "D (jagenaujagenau)"
        }
      ],
      "tags": [
        "browser",
        "news",
        "github"
      ],
      "_jevland": {
        "kind": "integration",
        "evidence": "author-demo",
        "sourceUrl": "https://github.com/jagenaujagenau/ground-truth",
        "xUrl": "https://x.com/jagenaujagenau/status/2100622352333574460",
        "projectUrl": "https://groundtruth.click/",
        "repoUrl": "https://github.com/jagenaujagenau/ground-truth",
        "lastVerifiedAt": "2026-09-20",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/agent-handoff-gate/",
      "url": "https://jevland.mnimiy.com/projects/agent-handoff-gate/",
      "external_url": "https://github.com/zsoXi/agent-handoff-gate",
      "title": "Agent Handoff Gate",
      "summary": "An experimental protocol where a worker agent sends requirements, code and test results to Jev, which returns an evidence verdict for the team-lead agent before results are accepted.",
      "content_text": "An experimental protocol where a worker agent sends requirements, code and test results to Jev, which returns an evidence verdict for the team-lead agent before results are accepted.\n\nauthor demo: Experimental; Jev judges evidence, the policy grants permissions.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "Matt (zxdubx)"
        }
      ],
      "tags": [
        "agents",
        "verification",
        "github"
      ],
      "_jevland": {
        "kind": "integration",
        "evidence": "author-demo",
        "sourceUrl": "https://github.com/zsoXi/agent-handoff-gate",
        "xUrl": "https://x.com/zxdubx/status/2100604919120121960",
        "repoUrl": "https://github.com/zsoXi/agent-handoff-gate",
        "lastVerifiedAt": "2026-09-20",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/mcp-jev-packs/",
      "url": "https://jevland.mnimiy.com/projects/mcp-jev-packs/",
      "external_url": "https://github.com/pedroknigge/mcp_jev",
      "title": "mcp_jev: local MCP server with Jev packs",
      "summary": "A local MCP server that runs Jev \"packs\" (code audit, PR review, GUI automation) for Cursor, Claude Code and Codex.",
      "content_text": "A local MCP server that runs Jev \"packs\" (code audit, PR review, GUI automation) for Cursor, Claude Code and Codex.\n\nauthor demo: About 6,000 files scanned in roughly two minutes with eight workers.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "pedroknigge"
        }
      ],
      "tags": [
        "mcp",
        "coding",
        "github"
      ],
      "_jevland": {
        "kind": "integration",
        "evidence": "author-demo",
        "sourceUrl": "https://github.com/pedroknigge/mcp_jev",
        "repoUrl": "https://github.com/pedroknigge/mcp_jev",
        "lastVerifiedAt": "2026-09-20",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/flue-jev-cloudflare-demo/",
      "url": "https://jevland.mnimiy.com/projects/flue-jev-cloudflare-demo/",
      "external_url": "https://github.com/matthewp/flue-jev-demo",
      "title": "Flue agent + Jev via Cloudflare AI Gateway",
      "summary": "A Cloudflare Worker demo where a Flue agent uses Jev through Cloudflare AI Gateway for intent and urgency routing.",
      "content_text": "A Cloudflare Worker demo where a Flue agent uses Jev through Cloudflare AI Gateway for intent and urgency routing.\n\nauthor demo: Demo.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "Matthew Phillips"
        }
      ],
      "tags": [
        "cloudflare",
        "routing",
        "github"
      ],
      "_jevland": {
        "kind": "demo",
        "evidence": "author-demo",
        "sourceUrl": "https://github.com/matthewp/flue-jev-demo",
        "repoUrl": "https://github.com/matthewp/flue-jev-demo",
        "lastVerifiedAt": "2026-09-20",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/invalidate-memory-leases/",
      "url": "https://jevland.mnimiy.com/projects/invalidate-memory-leases/",
      "external_url": "https://invalidate-playground.vercel.app",
      "title": "invalidate: memory-lease invalidation with Jev",
      "summary": "A layer that decides when an agent's stored memory should be invalidated, using Jev checks; a playground is hosted.",
      "content_text": "A layer that decides when an agent's stored memory should be invalidated, using Jev checks; a playground is hosted.\n\nauthor demo: 89.2% strict accuracy on 157 cases, about $0.00006 and 150 ms per check, zero false invalidations.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "chopratejas"
        }
      ],
      "tags": [
        "memory",
        "agents",
        "github"
      ],
      "_jevland": {
        "kind": "integration",
        "evidence": "author-demo",
        "sourceUrl": "https://github.com/chopratejas/invalidate",
        "demoUrl": "https://invalidate-playground.vercel.app",
        "repoUrl": "https://github.com/chopratejas/invalidate",
        "lastVerifiedAt": "2026-09-20",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/jevql-postgres-predicates/",
      "url": "https://jevland.mnimiy.com/projects/jevql-postgres-predicates/",
      "external_url": "https://jevql.fly.dev/",
      "title": "jevql: semantic predicates for vanilla Postgres",
      "summary": "Adds `jev()` semantic predicates to plain Postgres through a CLI, HTTP and SDKs, with a SQLite cache and an `--explain` cost preview; a playground is hosted.",
      "content_text": "Adds `jev()` semantic predicates to plain Postgres through a CLI, HTTP and SDKs, with a SQLite cache and an `--explain` cost preview; a playground is hosted.\n\nauthor demo: Third Postgres-flavoured integration after pg-jev and pg_typesafe.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "Kyle McLaren"
        }
      ],
      "tags": [
        "postgres",
        "database",
        "github"
      ],
      "_jevland": {
        "kind": "integration",
        "evidence": "author-demo",
        "sourceUrl": "https://github.com/kylemclaren/jevql",
        "demoUrl": "https://jevql.fly.dev/",
        "repoUrl": "https://github.com/kylemclaren/jevql",
        "lastVerifiedAt": "2026-09-20",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/jev-recruiter/",
      "url": "https://jevland.mnimiy.com/projects/jev-recruiter/",
      "external_url": "https://github.com/skeptrunedev/jev-recruiter",
      "title": "jev-recruiter: LinkedIn recruiting agent",
      "summary": "A Jev-driven recruiting agent with a local web UI that shows evidence quotes behind each decision; a short demo video is linked.",
      "content_text": "A Jev-driven recruiting agent with a local web UI that shows evidence quotes behind each decision; a short demo video is linked.\n\nauthor demo: Demo.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "skeptrunedev"
        }
      ],
      "tags": [
        "recruiting",
        "agents",
        "github"
      ],
      "_jevland": {
        "kind": "demo",
        "evidence": "author-demo",
        "sourceUrl": "https://github.com/skeptrunedev/jev-recruiter",
        "repoUrl": "https://github.com/skeptrunedev/jev-recruiter",
        "lastVerifiedAt": "2026-09-20",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/x-scanner-extension/",
      "url": "https://jevland.mnimiy.com/projects/x-scanner-extension/",
      "external_url": "https://github.com/oso95/x-scanner",
      "title": "x-scanner: label X posts on five dimensions",
      "summary": "A Chrome extension that labels posts in the X timeline with Jev across five dimensions while scrolling.",
      "content_text": "A Chrome extension that labels posts in the X timeline with Jev across five dimensions while scrolling.\n\nauthor demo: $0.000033 per post, 179 ms average, about 80 posts and $0.0027 per minute of scrolling.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "oso95"
        }
      ],
      "tags": [
        "browser",
        "extension",
        "github"
      ],
      "_jevland": {
        "kind": "integration",
        "evidence": "author-demo",
        "sourceUrl": "https://github.com/oso95/x-scanner",
        "repoUrl": "https://github.com/oso95/x-scanner",
        "lastVerifiedAt": "2026-09-20",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/ruby-decision-model-gem/",
      "url": "https://jevland.mnimiy.com/projects/ruby-decision-model-gem/",
      "external_url": "https://github.com/obie/ruby_decision_model",
      "title": "ruby_decision_model gem",
      "summary": "A zero-dependency Ruby client for decision models supporting TypeSafe's native API and OpenRouter, with retries, timeouts and usage/cost fields.",
      "content_text": "A zero-dependency Ruby client for decision models supporting TypeSafe's native API and OpenRouter, with retries, timeouts and usage/cost fields.\n\nsource-backed: Community gem (v0.1.0); separate from ruby_llm-typesafe.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "Obie Fernandez"
        }
      ],
      "tags": [
        "ruby",
        "sdk",
        "github"
      ],
      "_jevland": {
        "kind": "integration",
        "evidence": "source-backed",
        "sourceUrl": "https://github.com/obie/ruby_decision_model",
        "repoUrl": "https://github.com/obie/ruby_decision_model",
        "lastVerifiedAt": "2026-09-20",
        "hasProjectLink": true
      }
    },
    {
      "id": "https://jevland.mnimiy.com/projects/jev-pruner/",
      "url": "https://jevland.mnimiy.com/projects/jev-pruner/",
      "external_url": "https://github.com/tamaratran/jev-pruner",
      "title": "jev-pruner: trim tool output before the LLM sees it",
      "summary": "A Claude Code and Codex CLI plugin that intercepts Bash output above roughly 10K estimated tokens, chunks it and asks Jev which lines are still needed, dropping progress logs and boilerplate.",
      "content_text": "A Claude Code and Codex CLI plugin that intercepts Bash output above roughly 10K estimated tokens, chunks it and asks Jev which lines are still needed, dropping progress logs and boilerplate.\n\nsource-backed: 200-line chunks, 30K-token batches. Same author as fast-jev-compaction.",
      "date_published": "2026-09-20T00:00:00Z",
      "authors": [
        {
          "name": "tamaratran"
        }
      ],
      "tags": [
        "claude-code",
        "context",
        "github"
      ],
      "_jevland": {
        "kind": "repo",
        "evidence": "source-backed",
        "sourceUrl": "https://github.com/tamaratran/jev-pruner",
        "repoUrl": "https://github.com/tamaratran/jev-pruner",
        "lastVerifiedAt": "2026-09-20",
        "hasProjectLink": true
      }
    }
  ]
}