An ETH paper-trading system: Jev judges, code does the rest

Six stages, built and reviewed one at a time, now running on paper against live Kraken data. It has not shown an edge yet, and at standard fees it cannot.

Paper only no real funds, no keysJev jev-1.13.0, pinnedETH/USD, 12 s blocks

6
Stages built
each stopped for approval
549
Tests passing
plus adversarial reviews
188 ms
Jev latency, mean
p95 258 ms, 227 live calls
~$1.10
Jev cost per day
about 3,560 input tokens per call

Jev gets six narrow questions; code owns everything else

Each block, code builds a numeric snapshot under 400 tokens with no future data. Jev answers six typed questions in one call. Code then turns the answers into an action, and a separate risk engine can veto any order.

  1. 11
    State engine: price, book, flow, vol, inventory, health
  2. 22
    Jev layer: 2 Choice, 2 Noul, 2 Score in one call
  3. 33
    Policy: answers to Hold, Quote or Reduce, thresholds in a config file
  4. 44
    Risk: 8 hard limits that can veto any order
  5. 55
    Block loop and fallback ladder
  6. 66
    Paper executor and calibration log
RungWhenWhat happens
killA hard limit trippedCancel all, flatten every block until flat
lateJev timed out or answered after 6 sHold, no new quotes
code_onlyJev down or invalidPlain-code rules answer the same questions
jevNormalPolicy runs on Jev's answers

There is also a blind rung for a missing order book.

So far it mostly sits out the market

Most pulls came from the quote-environment score dropping below 1 while ETH drifted. Two maker buys filled in about 46 minutes; the account is down $1.39, nearly all fees.

Jev's direction call scored worse than a base-rate guess

Over 201 scored blocks the price went down 78 times, stayed flat 78 and went up 45. The baseline is computed from those same outcomes, so a live guesser could not reach it. Even so, Jev did not beat it.

One hour of one market and heavily overlapping windows: a hint to watch, not a verdict. The regime table shows the same caution: the downtrend label was followed by a small average rise (+2.7 bps over 15 minutes, 54 blocks).

At standard Kraken fees a quote cannot earn back the fee

Tier 1 is 0.40% maker and 0.80% taker. A filled round trip loses about 64 bps before adverse selection. Paper PnL will therefore measure the fee, not Jev. The report's markouts exclude fees so the strategy can still be judged on its own.

What was verified, and what was not

Sources and method

Numbers come from the project's own calibration log and report after 228 blocks (about 46 minutes): ethdesk report. Fees: Kraken Pro spot fee schedule, tier 1, read 2026-10-04. Jev model and pricing: TypeSafe docs. The fee-per-day figure is derived from token counts and the posted price. Nothing here is investment advice.