Live stream · System One

Which idea do we build tonight?

Eleven notes. One JEV call. 48 typed questions in parallel — a Choice for the pick, Scores for fitness, Nouls for shippability, native-JEV fit, and hard blocks. Code combines them.

Ask JEV
Key stays on this request. It is not written to disk.
LangChain plugin with JEV as a tool
Expose Choice, Score, and Noul as LangChain tools so an agent can ask JEV for typed judgments mid-chain.

Live slice. A small adapter plus a playground that sends a string into JEV and shows the typed answer. Easy to start, thin as a stream climax.

Starred
Teach JEV to play Factorio
Close the loop from Factorio game state to JEV decisions (build, research, defend) and back into the game.

Live slice. Not completable in this environment. There is no Factorio binary, save, or RCON endpoint here.

X
OSPF router from a new arXiv paper
Implement a new OSPF design from a recent paper and somehow involve JEV in routing decisions.

Live slice. A paper-faithful router is a research project. A live stream would at best fake a diagram.

X
Drop JEV into a containerized Kubernetes cluster
Package JEV (or an app that calls JEV) into containers and run it on Kubernetes.

Live slice. Possible as 'hello-world in kind', but that is an ops demo, not an MVP of JEV intelligence.

Starred
JEV autorouter (OpenRouter competitor)
A request comes in. JEV classifies intent, difficulty, risk, and cost sensitivity, then code routes to a model or handler.

Live slice. A playground: paste a prompt, see JEV's typed routing brief, and watch code pick a mock provider. Visual, self-contained, finishable tonight.

Pydantic / PyTorch Geometric plugin
A plugin that ties JEV into Pydantic models or PyTorch Geometric graphs. The original note says to ask endo.

Live slice. Blocked on a person and an unspecified design. Building tonight would be guessing.

Local traffic / log SIEM
Scan logs or net traffic, categorize events, and surface suspicious ones with probabilities.

Live slice. A dashboard over fixture logs is shippable tonight. Live pcap on this machine is not.

Teacher / student / grader boost mode
A boost-style loop where a teacher, a student, and a grader interact, with JEV as the classifier or confidence gate.

Live slice. A toy three-model loop is possible but hard to make visually obvious on stream without a dataset and a metric.

JEV reranker after top-k vector search
Retrieve the top 100 vector hits, then have JEV rerank them for a query.

Live slice. A small corpus + BM25 or embeddings + JEV scores is finishable tonight and easy to show.

Scan video-game demos for something suspicious
Ingest game demo/replay files and look for cheat-like or otherwise suspicious patterns.

Live slice. Would have to invent synthetic replay summaries. The original idea needs real demos.

Benchmark Hugging Face classification leaderboard
Run JEV against Hugging Face classification leaderboard tasks and report scores.

Live slice. An eval job, not an MVP. A stream would watch downloads and a progress bar.