search
TypeSafe
Trends
- 1Decision AI Models Compared: Jev, GLiDE and GLiNER2.5-Decide●Decision AI Models Explained: TypeSafe Jev vs Fastino GLiDE, GLiNER2.5-Decide and Open-Source Competitors
A new comparison of decision-oriented AI models examines TypeSafe Jev, Fastino's GLiDE, and GLiNER2.5-Decide alongside open-source competitors. The analysis breaks down how each model handles classification and decision tasks, weighing performance, licensing and deployment trade-offs. It reflects growing interest in specialized, lightweight models that make fast automated decisions without relying on large general-purpose language models.
Repos
- browser-use/jev-ultrafast Fastest and cheapest web agent
- ollaya-dev/ollaya Run open decision models locally: pull and serve Laya, decider, NLI and GLiClass behind a TypeSafe-compatible API. Ollam
- wy-coliney/jev-browser-use 5–10x faster browser operations: Jev clicks, Codex thinks and verifies. Built at EZCollegeApp.
- Contrastive-LM/CLM
- Rizzo-AI-Academy/rizzo-flow The open, local take on Jev: typed decisions from an LLM, without generating a single token
- bespokelabsai/nimble Local typed decisions, contrastive data curation, and model evaluation.
- jaredpalmer/kev Jev-like family of decision models built on top of Qwen3.5/3.8 you can train and run on your own
- TheoLeeCJ/SemIf-OpenJev Semantic ifs from open models, on a 3090 at home. Independent; not affiliated with Jev or TypeSafe.
- wfzyx/von The open-source System One decision model. Sub-15ms, non-autoregressive, local drop-in alternative to TypeSafe Jev.
- kerpopule/hermes-jev-skills Jev-powered model routing, memory, compaction, skill selection, computer and browser use for Hermes agents (also Claude
- awlevin/typesafe-computer-use Computer use for about $0.0002 a step: OCR the screen, classify the next action with TypeSafe, click. macOS.
- yibie/awesome-jev A curated list of public projects, integrations, and discussions built on Jev — TypeSafe AI's System One model for
- anishfn/shapeshift An input that becomes what you mean: one text box that morphs into the right UI as you type. Powered by TypeSafe Jev, wo
- v-modal/awesome-jev-tools A curated list of tools built for Jev — TypeSafe AI's System One model for typed decisions.
- heyjunpenn/awesome-jev A verified, community-maintained catalog of 962 open-source projects built with Jev.
- Mapika/decider A family of System One-style models fine-tuned from Qwen3.5, designed for one-pass typed decisions with calibrated proba
- vinnylarouge/jevlike
- devagrawal09/jev-review A staged code-review workflow and local dashboard built with TypeSafe Jev.