July 2026 — The explainable pipeline

Changes through July 31, 2026.

Research and the pipeline

The explainable pipeline. The pipeline board answers, for every strategy: why it's stuck, what evidence it has, what would unblock it, and what happens next. See the pipeline.
A research budget. Crucibles spend a shared daily development budget on the ideas with the highest expected value, with quotas for orthogonal data and for variants of your own survivors. See Crucibles.
Verdicts that know when they're stale. Engine-version and data-provenance stamps re-queue validation when metric or data semantics change.
Metric semantics v5. Sharpe and Sortino from per-bar equity returns, plus the deflated Sharpe ratio as a column in The Forge with an opt-in gate. See metrics.
Regime awareness. Regime stamps on every verdict, and a direction × regime gate with off, observe, and enforce modes. See market regimes.

A Data Manager overhaul, a liquidity-ranked research universe with deep history, basis and implied-volatility streams, and full Kraken history. See managing market data.

Separate Paper Trades and Live Trades pages, with manual controls and itemized fees, slippage, and funding. See paper trading.
Paper is never halted by real-capital safety controls, and paper can't trip a halt.
Equal capital slices for live strategies, a per-trade clamp, correlation-aware exposure, and a liquidity guard. See risk controls.

Throughput presets — one dial over AI call volume. See cost controls.
An in-app assistant that can guide you around the app, and an attention system with nav badges and a notifications inbox.
Routines that post to Discord and take plain-English schedules.

The Memory Bank page and its vector store. Durable learning lives in quant skills.