Jev Automation Demos

See 173 real Jev demos showing how it handles agent orchestration, model routing, and automated execution, with videos and the original posts.

Last updatedSeptember 25, 2026

GitHub star growth for heyjunpenn/awesome-jev over time

Automation

All2091Games455 Productivity326 Content Marketing230 Data Analysis230 Development226 Automation173 Task Routing156 Security Review115 Financial Trading129 Hardware51

Frequently asked questions

Jev Automation FAQ

What does Jev do in Automation applications?

The demos in this category show Jev handling agent orchestration, model routing, and automated execution. This page currently contains 173 real examples with videos and source posts.

What can I learn from the Jev Automation demos?

Open a demo to see its decision context, creator, publication date, video, and original post. These details help you understand the inputs, choices, and workflow around each Automation use case.

How should I evaluate a Jev Automation example?

Check the original post and implementation context, then compare the demonstrated behavior with your own requirements for accuracy, latency, safety, and operating conditions.

How are new Jev Automation examples added?

The category is updated as relevant public demos are discovered and verified against their original posts. Newly indexed examples appear in this collection with creator attribution.

Jev Automation Demos

Automation

Build 12 decision nodes from a prompt and connect them in a Cerevisor workflow

Run browser skills with Jev choices and Claude Opus 5.5 as a fallback

Choose browser actions for Stencil QA with screenshots and decision traces at each checkpoint

Control Firefox by chaining Jev with multimodal models and Rotunda DOM serialization

Using Jev to select which sessions from Claude Code, Codex, Cursor, OpenCode, and 20+ agent tools become reusable Beacon skills

Using Gemini and embeddings to extract ad inputs, then classifying 724 ads from 37 brands with 8,700+ decisions in 40 seconds for $0.09

Choosing each next browser action from page state with Jev while Playwright executes it

Evaluating Choice, Score, and Noul decisions in parallel, automating above 91% confidence and reviewing from 52%

Defining answer options up front and returning typed values with confidence scores through Serverless Inference

Selecting the relevant note, file, or asset from an Obsidian vault with Jev before Claude Code answers, with setup taking about 3 minutes

Using Treg to search 60+ providers, then Jev to score people and cache each lookup for outreach agents

Examining RLCD as a way to embed small, reliable System 1 decisions inside software for economic automation

Routing swarm-agent stop, retry, merge, spawn, and escalation decisions across 12,480 turns in 6 minutes with $2.12 reported

Selecting actions from live game state in 500 ms with $0.042 reported

Choosing flight-booking actions while pausing before payment

Mapping form fields to values and gating autofill by confidence

Evaluating content choices before generation and publishing across 35,105 lines with $0.02 reported

Classifying tasks and test targets while parallel coding agents work in isolated worktrees

Filtering weak content hooks before sending survivors to Grok 4.7 in 270 ms with $2 reported

Selecting emoji from a text prompt inside an Alfred workflow

Choosing browser actions from page state and user instructions in 7 seconds

Turning a recognizable performance into Minecraft-styled content variants

Detecting a mismatch between the previewed record and the action target

Cross-checking hotel claims against guest reviews and confidence scores across 2. ad in 3 MINUTES with $200 reported