Jev projects by task | JevHunt

Browser automationAgents that click, type and navigate real pages. Jev selects the action and the target element, while the surrounding code executes it and verifies the result.Computer & desktop useDesktop automation projects that read the screen or accessibility tree and act on native applications. Jev decides the next action and target.Agent routing & tool choiceRouters and orchestrators that choose between tools, models, agents or workflow branches. Jev returns a typed choice instead of a sentence.Classification & labellingClassifiers for support tickets, documents, content and user intent. Jev returns a label and a confidence instead of generated text.Reranking & relevanceProjects that score passages, memories or candidates for relevance before an LLM reads them. Score and Noul answers replace generated judgements.RAG & retrievalRetrieval, memory and knowledge-base projects with an optional Jev filtering or scoring step. Jev evaluates passages before the answer is written.Evaluation & benchmarksEvaluation harnesses, benchmarks and graders. Jev scores or chooses between candidate outputs with an explicit rubric.Guardrails & safetyPermission checks, moderation and safety filters for agents. Jev answers an explicit policy question before the action runs.Coding agents & reviewCoding assistants, IDE plugins and review tools that use Jev to gate edits, choose the next step or judge a diff.Data extraction & documentsScrapers, OCR pipelines and document processors. Jev classifies fields or decides whether an extraction is usable.Trading & financeTrading bots, research desks and portfolio tools that use Jev for entry, risk or allocation decisions.Games & simulationsGames, sandboxes and simulations where Jev chooses moves, evaluates outcomes or judges generated content.Local & offline modelsLocal alternatives and on-device decision models that follow the System One interface, plus shims for existing Jev clients.SDKs & framework integrationClient libraries, framework adapters and plugins that expose Jev inside an existing stack.Content & writingWriting assistants and content pipelines that use Jev to choose an outline, score a draft or classify a document.Support & conversationSupport desks, chat assistants and CRM tools that use Jev for intent, routing or response selection.Workflow automationWorkflow engines, schedulers and batch jobs that use Jev to choose a branch, retry or escalation step.Observability & opsTracing, logging and incident tooling with an optional Jev classification or triage step.Science & healthScientific and clinical projects that use Jev for screening, labelling or deciding the next experiment.Search & discoverySearch front ends, indexes and recommenders that use Jev to rank or filter results.