https://awesomejev.vercel.app/ 2026-09-20T00:00:00Z https://github.com/replynodes/jev-web-analyzer 2026-09-20T00:00:00Z

Turns a SaaS landing page into Markdown and asks Jev ten bounded Choice questions about what a first-time visitor understands, shown as a founder teardown.

https://github.com/0xShin0221/openpoke-meets-jev 2026-09-20T00:00:00Z

OpenPoke fork that moves email screening, a tool-call guardrail, and search reranking onto Jev, with an A/B against the Sonnet call it replaced and an adversarial run on the injection gate.

https://github.com/mttrbrts/jev-folio-recursive-classifier 2026-09-20T00:00:00Z

Classifies OCR'd legal agreements through the FOLIO Document Types ontology with recursive Jev Choices, beam search, confidence-gated leaf stopping, and context-length benchmarking.

https://github.com/OmniJev/PlayJev 2026-09-20T00:00:00Z

Plays ten browser games from the frame alone on a fine-tuned Qwen3.5-0.8B, one forward pass per move, open weights and a browser demo.

https://github.com/anpicasso/hermes-jev-approvals 2026-09-20T00:00:00Z

Approves, denies, or escalates flagged shell commands before they run; vendor-reported speedups.

https://github.com/ajensenwaud/hermes-jev-plugin 2026-09-20T00:00:00Z

Four Hermes tools for atomic checks, routing, and rubric scoring; listed in the Hermes plugin catalog.

https://github.com/nicobailon/pi-mcp-adapter 2026-09-20T00:00:00Z

Opt-in typed evaluation and semantic search over MCP tool results, behind a per-server data-egress allowlist.

https://github.com/harshwasan/pi-jev-sentinel 2026-09-20T00:00:00Z

Checks Pi tool calls, tool outputs, and replies for risky actions and prompt injection, with user approvals, context re-checks, secret scrubbing, and optional task pinning.

https://news.ycombinator.com/item?id=49736660 2026-09-19T00:00:00Z

A prior-art claim for non-autoregressive typed decisions, and the counter that zero-shot generality is the actual difference.

https://news.ycombinator.com/item?id=49752041 2026-09-19T00:00:00Z

Whether reading logits directly is new at all, argued at length.

https://archerhume.com/posts/jevs-architecture-unmasked/ 2026-09-19T00:00:00Z

A 10,000-call probe that reconstructs a shared-state, parallel-branch architecture; kev above is built from it.

https://aiwithmike.substack.com/p/jev-three-days-in-what-is-known-what 2026-09-19T00:00:00Z

What is known, what is guessed, and what it is good for, with the independent numbers pulled together.

https://primeline.cc/blog/typesafe-jev-pre-registered-test 2026-09-19T00:00:00Z

Pre-registered test of about 9,750 calls: calibration error by question type, Jev ahead on commit classification and behind on knowledge-base filing, abstention closing the gap.

https://forkast.news/typesafe-ais-jev-is-not-an-llm-and-that-may-be-the-point/ 2026-09-19T00:00:00Z

The business angle, with the reported valuation and Every's speed and cost numbers.

https://techcrunch.com/2026/09/18/a-new-kind-of-ai-model-from-a-chatgpt-inventor-is-thrilling-developers/ 2026-09-19T00:00:00Z

Two days in: demand briefly took the API down, and Almeida on not wanting to be a frontier lab.

https://github.com/Butochnikov/typesafe-sdk-php 2026-09-19T00:00:00Z

PHP client with sync calls, Guzzle promises, and PSR-3 logging.

https://github.com/ainame/swift-typesafe 2026-09-19T00:00:00Z

Swift 6.4 SDK following the Python SDK's API, on Apple platforms and Linux.

https://github.com/Tangerg/typesafe-sdk-go 2026-09-19T00:00:00Z

Go SDK with no third-party dependencies.

https://github.com/saibimajdi/typesafeai-dotnet-sdk 2026-09-19T00:00:00Z

Community .NET SDK with typed Noul, Choice, and Score questions.

https://github.com/jomatsu/zod-jev 2026-09-19T00:00:00Z

Zod 4 schemas with semantic rules: shape checks stay in Zod, meaning checks go to Jev in one request and come back as Zod issues.

https://github.com/obie/ruby_decision_model 2026-09-19T00:00:00Z

Ruby client for decision models with OpenRouter and TypeSafe providers behind one interface, stdlib only.

https://github.com/Nasrallah-AL/jev-cli 2026-09-19T00:00:00Z

npm CLI with the key in the OS keychain; typed judgments from the shell.

https://github.com/haseeb-heaven/jev-system-one 2026-09-19T00:00:00Z

Terminal interface where OpenAI answers and Jev separately scores relevance, reliability, and quality.

https://github.com/TypeSafeAI/typesafe-playground 2026-09-19T00:00:00Z

110 use cases, games, and model challenges with editable prompts and A/B comparisons; a community org, not the vendor, formerly under BunsDev.

https://github.com/hegargarcia/jev-playground 2026-09-19T00:00:00Z

Jev against other models in games with explicit states, legal actions, and a measurable outcome.

https://github.com/jgridifier/jev-research-eval 2026-09-19T00:00:00Z

Reproducible harness over a pinned jev-ultrafast commit, with baseline and stress suites.

https://github.com/themsquared/jev-benchmark 2026-09-19T00:00:00Z

Tool-call risk classification with the run-to-run variance reported; every wrong answer came with hedged confidence.

https://github.com/4esv/jev-eval 2026-09-19T00:00:00Z

Jev against GPT-5.6 Terra on three labeled tasks: equal on the easy ones, 6.7 points lower on 77-way routing, 5 times faster, 41 to 50 times cheaper.

https://github.com/pinecone-io/cultivar 2026-09-19T00:00:00Z

Pinecone's skill-testing CLI, with a Jev grading backend it reports at about 30 times cheaper than the LLM grader.

https://github.com/yodablocks/jev-orderby-bench 2026-09-19T00:00:00Z

Measures whether ORDER BY over a Jev probability is defensible: pairwise inversion, Score ordinality against a human grade, calibration, and wording invariants under a pre-registered gate; passes on 20 Newsgroups topics, fails four of six conditions on Amazon ESCI product relevance, and shows that a 40-row batched state through a DuckDB extension fails the ranking gate one row per request passes.

https://github.com/aowang-ai/jev-trade 2026-09-19T00:00:00Z

Live Jev trader on Hyperliquid.

https://github.com/valentynkit/jev-plays-pokemon-red 2026-09-19T00:00:00Z

Pokemon Red on PyBoy: code owns the route and the arithmetic, Jev picks only at branches, and every battle turn logs a faint prediction scored by Brier against what the RAM says.

https://github.com/vinilana/live-jev 2026-09-19T00:00:00Z

Top-down car in the browser sending four typed questions every 200 ms, with confidence-gated overrides in code.

https://github.com/standardagents/jevpilot 2026-09-19T00:00:00Z

Three.js driving simulator where Jev picks steering and speed from sampled paths up to four times a second; [drive it](https://jevpilot.standardagents.ai).

https://github.com/valentynkit/jev-skip 2026-09-19T00:00:00Z

Browser extension that reads the caption track and paints a per-segment sponsor probability on the seek bar before the intro ends, no crowd database; reports 77 percent of SponsorBlock's sponsor seconds caught over 23 videos at $0.0008 a video.

https://github.com/valentynkit/jev.nvim 2026-09-19T00:00:00Z

Neovim plugin: ask the buffer a plain-language question, Treesitter splits it into functions, Jev scores each one, and the answers land in quickfix ranked by probability.

https://github.com/AkashPriyadarshii/jev-seo 2026-09-19T00:00:00Z

Rust CLI and MCP server for SEO and GEO checks over DuckDuckGo results, scored by Jev.

https://github.com/trungdq88/youtube-sponsor-detection 2026-09-19T00:00:00Z

Chrome extension that finds sponsor reads from the transcript or live audio and jumps past them; code owns every timestamp, under a cent an hour in transcript mode.

https://github.com/phureewat29/jev-got 2026-09-19T00:00:00Z

Game of Thrones roleplay where a story model writes each scene and Jev answers five typed questions that drive the header, soundtrack, art, and next prompt.

https://github.com/noelzappy/tripwire 2026-09-19T00:00:00Z

AI SDK middleware and proxy that runs seven Jev checks on every LLM response before the user sees it; no accuracy numbers yet, and it says so.

https://github.com/luantak/is-malicious 2026-09-19T00:00:00Z

Scans a codebase for hidden or data-stealing behavior before you run it; a clean report is not proof, and it says so.

https://github.com/chopratejas/invalidate 2026-09-19T00:00:00Z

Gives every stored agent memory a lease and asks Jev whether new evidence ends it; [live demo](https://invalidate-playground.vercel.app).

https://github.com/colliber/duckdb-jev 2026-09-19T00:00:00Z

DuckDB extension that asks a question of every row and returns a real SQL type.

https://github.com/kylemclaren/jevql 2026-09-19T00:00:00Z

Semantic SQL for PostgreSQL, with Jev answering the predicates.

https://github.com/kyotofin/tax-doc-classifier 2026-09-19T00:00:00Z

One request per page picks among 261 IRS forms and seven page kinds; reports 100 percent on its corpus at $0.001 a page, 34 times cheaper than the LLM pipeline it replaced.

https://github.com/AkashPriyadarshii/jev-scout 2026-09-19T00:00:00Z

Rust CLI and MCP server that finds real, maintained repos and crates for a plain-language request, with Jev scoring the candidates.

https://github.com/kbhuw/jev-sift 2026-09-19T00:00:00Z

MCP tool that scores a batch of files, URLs, or snippets for relevance so the agent opens only what matters.

https://github.com/vinilana/jev-gateway 2026-09-19T00:00:00Z

Local gateway for Codex and Claude Code that sends the "which tool next" decision to Jev and everything else to your usual model.

https://github.com/BillionsBobby/JevRouter 2026-09-19T00:00:00Z

Models, subagents, skills, MCP tools, and CLIs as one candidate set; Jev picks, the router enforces permissions and risk; reports 44 percent first-five tool-call hits against 24 for DeepSeek on Toolathlon.

https://github.com/valentynkit/jev-commit 2026-09-19T00:00:00Z

Pre-commit hook: one Jev call judges whether the commit message matches the staged diff, plus debug leftovers, unmentioned work, and a credential belt; warns except on a secret, which it blocks.