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What's new in Tradewink

Changelog

Notable features, improvements, and fixes, documented as they ship. Follow along as Tradewink evolves.

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Trading updates

September 24, 2026

Tradewink's public offering is paper trading only

Trading

Public subscriptions are paper-only; separately approved private beta accounts may submit live broker orders. Paper Autopilot runs signals automatically in a simulator or a connected paper or sandbox broker account, and broker connections are limited to paper or sandbox accounts. For public-plan users, any real trade is your own decision, placed by you at your broker outside Tradewink.

September 8, 2026

Worked examples on the free calculators and backtester

Content

The position size calculator, risk/reward calculator, and backtester now each end with an illustrative worked example that walks through the arithmetic and its limits: a risk budget is not a loss guarantee, a favorable payoff ratio does not establish an edge, and a stop is not a guaranteed fill. The position size calculator also now says plainly that it covers whole-share stock sizing.

Easier-to-read risk disclosures

Improvement

The disclosure block on public pages now uses larger type and labeled sections (informational purposes only, trading risk, and, where relevant, hypothetical and backtested results) instead of fine print. The wording itself did not change.

One consistent dropdown across the app

Improvement

Filters and form menus, including alerts, trade history charts, billing, deliveries, the marketplace, the backtester, and the feedback form, now use the same accessible, themed dropdown as Settings, and open menus stay within the visible screen.

September 7, 2026

Tradewink 2.0: a rebuilt Trading workspace

New Feature

Your holdings now sit at the top of the Trading workspace instead of below a long activity feed, with charts for reported trade P&L, outcomes, and daily closes. Click a position to filter the rest of the view to it. The charts show reported trade records, not live account equity, and saved entry prices are not live quotes. The interface changed; the engine, prices, and brokers did not.

One navigation across Trading, Signals, and Predictions

New Feature

The three workspaces now share a top bar you can switch from directly, the same global search, and a real mobile layout instead of a desktop page squeezed onto a phone. All 15 destinations share the same edges, spacing, and widths. Along the way we fixed dead clicks and layout jumps, including a product tour that blocked the very control it was pointing at.

Trade history you can filter and step through

New Feature

Filter reported trade history by period, symbol, and outcome, page through older records, and click or use the arrow keys to open a single trade. The outcome and daily charts follow the same filters, and source caveats stay visible.

Your plan status in every workspace header

Improvement

Each workspace header now shows your plan and its state (active, trialing with days left, payment failed, or free) with a link to billing, and the pricing page marks your current plan. This release also fixed a lookup that could treat some paying and trialing accounts as free in Discord commands and API key generation.

Plan prices from a single source

Improvement

Plan prices now come from one canonical table. The in-app assistant could previously quote plan names and prices that do not exist; it now reads the same table as checkout, and so do our emails and docs. No prices or plans changed.

13 new Learn guides and a content refresh

Content

New guides cover topics such as agentic trading, AI stock-analysis workflows, 0DTE options, micro futures, TradingView webhooks, broker API bots, spotting trading-bot scams, and algorithmic versus AI trading. Existing articles were refreshed too: legacy $25,000 PDT references now reflect the rule's elimination on June 4, 2026, unsourced market-size figures were softened, and truncated page titles were fixed.

August 30, 2026

A Signals dashboard centered on your watchlist

New Feature

Signals now sits next to Overview in the dashboard navigation, a Review queue link opens the signals you saved or marked for paper tracking, and signal history gains a Watchlist only filter.

Go straight to the signal to review

Improvement

Watchlist rows, the Overview's since-your-last-visit catch-up, and signal emails now open the exact latest signal instead of a generic list.

Continue saved reviews

New Feature

The Signals overview now brings back signals you saved or marked for paper tracking, alongside each signal's recorded outcome so far. Nothing in this workflow places a trade.

Starter trial page with a product preview

New Feature

A new /trial page previews the subscriber dashboard with clearly labeled illustrative data and states the terms before checkout: a payment method is required, and canceling before day 7 avoids the first charge.

August 25, 2026

Evidence-first signal review

New Feature

Each signal now opens into an evidence ledger showing the thesis, the counter-case, the invalidation level, the entry range, target, and risk/reward, when it was delivered, and where its data came from, so you can judge the reasoning before deciding anything.

Private review decisions

New Feature

Mark a signal as saved for review, marked for paper tracking, or dismissed. Decisions are private to your account and never create an order, paper position, alert, or delivery change. A decision review brief then lines up your choices with each signal's recorded outcome.

Evidence checklist in the backtester

Improvement

Backtest results now show what a run documents and what still needs review (inputs and test window, a baseline comparison, sample size, modeled trading costs, drawdown, an overfitting check, and disclosures) before you record a paper observation plan. A complete checklist is not an approval to trade.

Order your watchlist for review

Improvement

Sort the watchlist by latest recorded signal, number of signals, largest recorded price move, or A to Z. It is an ordering aid only, not a signal, alert, forecast, or recommendation.

Accessibility fixes

Improvement

Added a keyboard skip-to-content link, labeled the newsletter and feedback forms, and gave the chat assistant's buttons and message field proper labels for screen readers.

August 19, 2026

Explicit model routing on every plan

AI

Each plan's model routing was refreshed and locked to explicitly named models through OpenRouter, with an automated check that no plan uses an automatic router, so which model handled a task stays deterministic and traceable. Plan pages now describe routing by capability rather than promising specific models, because the lineup changes over time.

Plain-language answers about signal terms

Improvement

Ask the web chat or the Discord bot what bullish, an entry zone, a momentum alert, an exit alert, or a pairs trade means, or why Free signals arrive about 15 minutes late, and it answers in plain language, even during an AI-provider outage. The answers are educational, not instructions to trade.

Market anomalies panel

New Feature

The Market tab of the Signals dashboard now lists price moves of 30% or more across the active US-equity universe, with ticker and severity filters and a reminder to check for a corporate action, data issue, or catalyst before acting on a move.

July 28, 2026

Information-first by design

Improvement

The homepage, onboarding, and setup checklist now follow one sequence: learn the setup, build a watchlist, paper-track ideas, then decide for yourself. Onboarding leads with research, the trading option is paper trading only, and the checklist now asks you to review your first signal rather than act on it.

Clearer Discord alerts

Improvement

Agent alerts in Discord now lead with the takeaway, show key figures as labeled lines, and drop text that repeated the title. We also fixed an alert that showed its before-and-after comparison backwards.

More accurate status page

Infrastructure

The public status page no longer shows some percentages 100 times too large, and a single failed health check no longer marks a service as down; checks now retry before reporting a disruption.

July 14, 2026

Strategy Builder previews run a real backtest

Improvement

The Strategy Builder's backtest preview now runs the public backtester on the closest built-in strategy and shows a small equity curve, replacing the placeholder figures it showed before.

Friendlier watchlist entry

Improvement

The watchlist checks tickers as you type, keeps a rejected symbol in the field so you can correct it, and suggests the likely ticker for a typo. AI analysis in the signals table now renders as formatted text instead of raw markdown.

Platform stats labeled as platform stats

Improvement

The Signals overview showed platform-wide signal statistics in a way that could read as your personal results. Those figures are now labeled Platform, and navigation links that were cut off on desktop now wrap into view.

Experimental v2 dashboards retired

Improvement

The trading dashboard could stall on its loading screen when feature flags failed to load, so we retired the experimental v2 dashboards. The trading and predictions dashboards now load their established layouts directly.

July 9, 2026

Public accuracy page, methodology first

New Feature

The new /accuracy page explains how per-strategy figures are computed before publishing any: each figure carries its sample size, losing periods are shown the same way as winning ones, and paper (simulated) and live results are disclosed as reported together. Numbers appear only once real snapshot data exists, with no backfilling or hand-picked start dates.

Accuracy methodology and known limits

Content

A methodology page at /ai-limitations/methodology documents what our AI cannot do, with dated sources: out-of-sample directional accuracy tests, confidence filters that did not hold up out of sample, null backtest results, how we contain language-model lookahead bias, and strategies we retired on the evidence.

Studio in development

New Feature

Studio is a planned way to run your own strategy rules with your own LLM keys on Tradewink's infrastructure, including key custody, risk controls, sizing, and watchdogs. It is in development with no public date, and it will be paper trading only.

July 4, 2026

See which AI model informed a trade

AI

Day-trade alerts in Discord, the live trades feed, and trade replay pages now show which AI model or models contributed to a trade decision, or a Rule-based label when no language model was involved. Public trade replay cards show a generic AI-assisted label instead of model names.

Kalshi prediction-market guides

Content

Six new Learn articles on Kalshi prediction markets, covering bots and automation, the API, strategies, and arbitrage, plus five glossary terms (including event contract, favorite-longshot bias, and Brier score) and a Kalshi vs. Polymarket comparison.

June 13, 2026

Cancel in one step

Improvement

Canceling now takes a single confirmation with no reason required, trial members are told they have not been charged, and refund requests are a separate, clearly labeled option. tradewink.com/cancel goes straight to billing, a confirmation email arrives as soon as you cancel, welcome emails include a one-click cancel link, and the trading dashboard's settings tab links to Subscription & billing.

June 6, 2026

Tune strategy parameters in the backtester

New Feature

The public backtester now exposes the parameters that change results: fast and slow periods for SMA crossover, oversold and overbought levels for mean reversion, and the channel lookback for breakout. Inputs are range-checked before a test runs.

Buy-and-hold benchmark in backtests

Improvement

Strategy equity curves now include a dashed buy-and-hold line over the same dates, so you can see whether a strategy did better or worse than simply holding the ticker.

Exit alerts only for signals you received

Improvement

An exit alert refers to an earlier entry signal, so email, webhook, and Discord DM delivery now sends it only to members who received that entry. A daily cap on advisory alerts keeps them from crowding out new entry signals.

Discord onboarding with DMs turned off

Improvement

If your Discord privacy settings block direct messages, onboarding now explains how to allow them and start again, instead of pointing you to DMs that never arrive.

PDT guides updated for the June 4 rule change

Content

Learn guides, glossary terms, and comparison pages now reflect that the federal Pattern Day Trader designation and $25,000 minimum were eliminated effective June 4, 2026, although brokers may keep PDT-style tracking during a transition through October 2027. Tradewink keeps a configurable internal day-trade guard as a conservative safeguard, not as a legal requirement.

May 30, 2026

Paused signal types whose live results did not hold up

Trading

Between late April and the end of May we stopped publishing the signal types with poor live accuracy: AI conviction, mean reversion, momentum breakout, sector rotation, volatility play, and options flow. Paused types are not published or delivered on any plan, and options flow is no longer part of the Free sampler. The code stays in place so each type can be re-evaluated on new data.

Command palette

New Feature

Press Cmd-K on Mac or Ctrl-K on Windows to search every page on the site and jump straight to it.

Guided tours and a setup checklist

New Feature

New accounts choose what they want to do first, then get a short guided tour and a getting-started checklist that ticks off steps as you complete them. Progress is saved to your account, so it follows you between devices.

Strategy Builder moves into the dashboard

Improvement

The Strategy Builder now has its own tab in the signed-in Signals dashboard. Old /tools/strategy-builder links still work: signed-in visitors go straight to the builder, and everyone else is asked to sign in first.

More conservative backtest costs

Improvement

Backtests now charge a bid-ask half-spread on every fill and raise modeled costs during volatile stretches, instead of filling at the bar price with a single flat slippage estimate, so results are less optimistic than before.

May 11, 2026

Email switches now respected

Improvement

The signal and weekly-digest email switches in Signals settings were not being applied to actual sends. Now they are, and members who never changed them keep receiving those emails as before.

Trial countdown and payment-failure emails

Improvement

A dismissible dashboard banner now counts down the days left in a free trial, and you get an email if a subscription payment fails so you can update your payment method.

Closing Bell email

New Feature

A weekday after-the-close digest for newsletter subscribers with index closes, a sector heatmap, an AI-written recap, tomorrow's calendar, and new articles. You can turn it off under newsletter preferences.

April 28, 2026

Removed unused data vendors

Infrastructure

We removed paid data integrations that were unused or duplicated other sources: Alpha Vantage, ORATS, Unusual Whales, CoinGlass, CryptoQuant, EODHD, NewsData.io, and the sec-api.io filings proxy. SEC filings still come directly from SEC EDGAR, and news coverage continues through Finnhub and RSS feeds. TradingView technical ratings were dropped too; TradingView alert webhooks still work.

Risk disclosures on more pages

Improvement

Pages that show P&L, risk scores, or hypothetical results, including Portfolio X-Ray, trader profiles, trade replays, and the Signals dashboard, now carry the standard risk disclosure, and an automated check keeps new pages from shipping without it.

April 17, 2026

Profile and security settings

New Feature

A new profile editor covers your name and avatar, email addresses, phone numbers, and connected Discord, Google, GitHub, or Apple accounts, plus password changes, authenticator-app two-factor setup, active sessions you can revoke, and account deletion.

Straight to your dashboard after sign-in

Improvement

Signing in now takes you directly to your dashboard instead of a product chooser. We also removed the unreleased Pipeline Studio preview.

A quieter trading dashboard

Improvement

Removed the achievement pop-ups and the nine-step spotlight tour that appeared when the trading dashboard first loaded.

Community hub retired

Improvement

The community hub, including the forum, trade ideas, challenges, and journals, was removed on April 11.

April 10, 2026

Tradewink MCP server on npm

New Feature

Connect an MCP-compatible AI assistant to your Tradewink account, including quotes, watchlists, AI analysis, strategies, and trade history, with the @tradewink/mcp package. Running npx @tradewink/mcp setup detects and configures Claude Code, Claude Desktop, VS Code, Cursor, Windsurf, and OpenAI Codex CLI.

Broker connection fixes

Trading

Corrected Webull order types and buying-power reporting, moomoo cash balances, and SnapTrade sell-to-close orders along with partially filled and failed order statuses.

March 29, 2026

Send signals to TradingView

New Feature

Add a TradingView webhook URL in the Signals dashboard to receive signals as standard alert JSON with the ticker, direction, price, stop, and target, and send a test alert to confirm the connection.

FAQ sections across the Learn library

Content

Every Learn article now includes an FAQ section, and glossary terms link to related guides and strategies.

Dashboards recover from errors

Improvement

If part of the trading, predictions, or Signals dashboard fails to load, you now see an error message with a reload option instead of a blank screen.

March 21, 2026

SuperTrend, PSAR, and quantile-MFE trailing stops

Trading

Three new adaptive trailing stop algorithms join the dynamic exit engine — SuperTrend for trend-following exits, Parabolic SAR for acceleration-aware trailing, and quantile-MFE which sets stop levels based on historical maximum favorable excursion distributions.

Comprehensive NaN/Inf price sanitization

Improvement

A full audit of every code path that touches prices — from quote ingestion to Discord embeds to strategy creation — now guards against NaN, Inf, and negative prices. Prevents hallucinated AI prices from propagating into trades.

IBKR missed-fill recovery

Trading

Interactive Brokers positions are now reconciled after reconnection events, and missed-fill recovery runs as part of the pre-scan pipeline to catch fills that arrived while the connection was down.

Confidence calibrator in day trading pipeline

AI

AI conviction scores are now adjusted by the ConfidenceCalibrator before opportunity scoring, so historical accuracy data tunes the raw model output and improves trade selection quality.

March 20, 2026

Execution quality gates

Trading

New pre-trade gates check bid-ask spread, historical slippage, direction bias, and re-entry timing before allowing orders. Graduated re-entry prevents repeatedly entering the same ticker after a loss, and hourly bucketing tracks per-hour execution quality.

Regime-strategy correlation matrix

AI

The regime detector now builds a correlation matrix between market regimes and strategy performance, adds VIX term structure analysis and breadth indicators, and includes overfit detection in the backtester.

LightGBM support and ML pipeline improvements

AI

Added LightGBM as an ML model option alongside the existing pipeline, with feature screening, rolling z-score normalization, and walk-forward validation to reduce overfitting.

Mean reversion strategy overhaul

Trading

Vol-regime-aware thresholds, momentum deceleration detection, kurtosis and VoV filters, strategy-aware dead zones, ATR expansion filter, and session range gating make mean reversion far more selective about entries.

Momentum velocity improvements

Trading

New decay exit detects momentum exhaustion, ATR expansion filter blocks entries during volatility spikes, momentum acceleration confirmation, and single-timeframe mode for faster scanning.

Community intel expansion

New Feature

Research scanning now covers 10 Reddit subreddits plus web forums including Hacker News, Quant Stack Exchange, and Elite Trader — with a new reddit-learn skill to extract actionable codebase improvements from community posts.

Margin estimation and balance tracking

Trading

A running balance tracker now estimates margin requirements before each trade, preventing over-allocation when multiple positions are opened in rapid succession.

Auto-strategy creation from winning trades

AI

The system now automatically generates new strategy configurations from patterns found in winning trades, feeding successful trade characteristics back into the screener.

MATIC to POL migration

Improvement

Replaced MATIC/USD with POL/USD across Coinbase, IBKR, and CryptoQuant adapters following the Polygon network rebrand, with CoinGecko historical data fallback.

March 19, 2026

Parameter stability guard

Infrastructure

A new param_stability system prevents the agent from thrashing strategy parameters session-over-session. Changes are validated against bounds and rate-limited to reduce churn from conflicting optimization runs.

ORB strategy enhancements

Trading

Opening Range Breakout now uses EMA-slope filters, a minimum range gate, and momentum-scaled Chandelier trailing stops for better entry quality and tighter exits.

Exit reason normalization

Improvement

All exit reasons are now stored as structured codes (target_hit, stop_loss, time_decay, regime_shift, etc.) instead of free-text strings, enabling proper analytics and filtering.

CoinGecko rate limit resilience

Infrastructure

Batch prefetching in scan and monitor loops, adaptive backoff, and a semaphore-based thundering herd guard cut CoinGecko 429 errors by over 80%.

Win rate root cause analysis

AI

A systematic investigation into WR decline identified and fixed three signal-quality bugs — conviction gap zone, stale screener thresholds, and journal dedup race conditions.

15+ new glossary terms and learn articles

Content

Added articles on VWAP strategies, market regimes, MFE/MAE exits, screener pipelines, and price action concepts — plus matching glossary terms with cross-links.

PostHog tracking for chatbot and pipeline builder

Infrastructure

Added product analytics instrumentation to the chatbot widget and pipeline builder UI for usage tracking and funnel analysis.

March 18, 2026

MFE capture ratio improvement

Trading

Three fixes — trailing stop retracement tolerance, time-decay extension logic, and the never-profitable guard — are designed to give back less of a position's peak gain before exiting.

Win rate factor decomposition

AI

New WinRateFactorDecomposition analytics tool systematically diagnoses WR decline by decomposing performance across time-of-day, strategy type, regime, and ticker — pinpointing exactly what's underperforming.

Flat exit reduction

Trading

A conviction gate, an early breakeven floor, and an RSI-based momentum gate are designed to reduce time-decay exits (positions closed for lack of movement).

Trailing stop safety caps

Trading

Trailing stops are now capped at min(3x ATR, 4%) to prevent runaway risk on volatile tickers, with a breakeven floor that activates when MFE reaches 2%.

Stale position auto-cleanup

Improvement

Portfolio positions now track an updated_at timestamp, and orphaned positions that haven't been refreshed are automatically force-closed instead of accumulating indefinitely.

Model router circuit breaker fixes

Infrastructure

The AI model router no longer opens circuit breakers on 502/504/timeout errors (which are transient), and blank_response_counts reset on success to prevent premature soft-bans of healthy providers.

March 12, 2026

DeepSeek R1 and Qwen 2.5-72B on free tier

AI

Free tier users now get DeepSeek R1 for quantitative strategy analysis and Qwen 2.5-72B Instruct for report generation — two of the best open-source models available at no cost.

Tavily research for predictions

AI

The predictions agent now uses Tavily for deep web research when evaluating markets, with DuckDuckGo as a fallback. Richer context leads to better-calibrated probability estimates.

Broker enabled/disabled status

Improvement

Replaced the internal `is_active` concept with an explicit `enabled` flag for broker connections. Stock-only brokers are now filtered from crypto and futures trading automatically.

March 10, 2026

Slow query auto-remediation loop

Infrastructure

A new background loop monitors query performance in real time and automatically generates and applies index migrations when slow queries are detected — no manual intervention required.

Twitter/X integration

New Feature

Added a twikit-based Twitter client for monitoring market-moving tweets and sentiment signals. The agent can now factor in real-time social chatter alongside traditional data sources.

Explicit Save Changes for settings panels

Improvement

Predictions and user settings panels now require an explicit Save button press rather than auto-saving on every change, preventing accidental configuration updates.

Live LLM rankings endpoint

New Feature

Added a `/llm-rankings` endpoint backed by live API data rather than static rankings, giving an up-to-date leaderboard of model performance across tiers.

March 9, 2026

DM alerts for prediction opportunities

New Feature

The predictions agent now sends Discord DMs for high-conviction opportunities, arbitrage spreads, and daily digest summaries — so you never miss a market edge.

Email delivery tracking via Resend webhooks

Infrastructure

Integrated Resend webhook handlers to track email delivery status (sent, opened, bounced) and feed that data back into notification reliability monitoring.

Compliance v3.0 with electronic signature

New Feature

Updated to compliance agreement v3.0 with seven new SEC/FINRA disclaimer clauses and an electronic signature requirement during onboarding.

PostHog cookieless analytics

Infrastructure

Enabled PostHog's cookieless mode to improve privacy for users who opt out of tracking, removing third-party cookie dependencies from the analytics pipeline.

March 8, 2026

Thompson Sampling RL strategy selector

Trading

The strategy selector now uses a contextual multi-armed bandit with Thompson Sampling to adaptively weight strategies based on real-time performance — strategies that work in current market conditions get more weight.

AI model optimizer loop with A/B testing

AI

A new background loop continuously evaluates AI model performance across tasks and dynamically reassigns models to minimize cost and maximize accuracy using built-in A/B testing infrastructure.

Comprehensive compliance audit logging

Infrastructure

Every change to broker keys, user settings, and compliance agreements is now written to an immutable audit log with timestamp, user ID, and diff — meeting financial compliance requirements.

Compliance fail-closed

Improvement

Changed compliance enforcement from fail-open to fail-closed: if the compliance check errors out, trading is blocked rather than permitted. Safer default for regulated environments.

Account tier display in conversations

New Feature

Your subscription tier is now shown during AI conversations, giving the model context about your available features and model access.

Tier-based model routing for replies

AI

AI conversation replies and tool re-queries now route through the model router, so each tier gets the appropriate AI model for follow-up responses.

Multi-broker position reconciliation

Trading

Improved position reconciliation across multiple connected brokers for more accurate portfolio views.

Lower prediction liquidity requirements

Improvement

Reduced minimum liquidity thresholds for predictions, allowing more markets to be analyzed and scored.

March 5, 2026

Redis caching for options data

Infrastructure

Options chain data is now cached in Redis for faster lookups and reduced API calls during high-volume scanning.

Free tier model access update

AI

Updated the AI models available on the free tier to provide better quality analysis out of the box.

Trade loop architecture deep dive

Content

Added detailed architecture documentation to the web UI explaining how the trade loop works internally.

March 3, 2026

Gemini Flash-Lite 2.0 upgrade

AI

Upgraded from Gemini Flash-Lite 1.5 to 2.0 across all services for faster inference and improved analysis quality.

Glossary search and filtering

New Feature

The glossary now supports full-text search, category filtering, and previous/next term navigation for easier learning.

Profile dropdown

New Feature

New profile dropdown in the navigation for quick access to account settings and dashboard.

February 28, 2026

AI batch processing for strategies

AI

Strategy updates now process in batches through the AI engine, significantly reducing scan cycle time and API costs.

Time-based AI cache keys

Improvement

AI engine caching now uses time-based keys to prevent stale analysis from persisting across market sessions.

Gemini 3.1 Flash-Lite

AI

Upgraded to Gemini 3.1 Flash-Lite with reordered AI provider priority for optimal cost-performance balance.

Provider-specific tier overrides

Improvement

AI model routing now supports per-provider tier overrides, allowing fine-grained control over which models serve each subscription tier.

February 24, 2026

SEO analysis and content gap discovery

New Feature

New marketing service capabilities for analyzing SEO performance and discovering content opportunities.

Community section

New Feature

Introduced a community section with user content management for sharing trading ideas and strategies.

Trading tools: calculators

New Feature

Added position size calculator, risk/reward calculator, and options profit calculator to the web tools section.

Broker comparison pages

Content

Programmatic SEO pages comparing supported brokers with dynamic routes, RSS feed, and sitemap integration.

February 20, 2026

LEAN-inspired chained risk management

Trading

Implemented a new risk management system inspired by QuantConnect LEAN, with chained risk rules that evaluate sequentially before every trade.

Exit reason tracking

Trading

Crypto and futures trades now track detailed exit reasons (target hit, stop loss, regime shift, EOD flatten) for post-trade analytics.

Crypto screener parallelization

Improvement

Crypto screening now fetches data in parallel, cutting scan cycle time significantly.

February 15, 2026

Protective stop orders for futures

Trading

Futures trades now automatically submit initial protective stop orders on entry, with correct limit price sign handling for Alpaca and Schwab.

Centralized agent configuration

New Feature

All agent loop settings are now configurable through user settings in Discord, consolidating previously scattered configuration.

Per-user prediction settings

New Feature

Prediction agent now respects per-user settings, allowing individual customization of prediction parameters.

February 10, 2026

GPT-5 Nano and Gemini 3 Flash

AI

Upgraded AI models to GPT-5 Nano and Gemini 3 Flash across all tiers, with Elite tier getting dedicated model overrides.

Batch conviction scoring

AI

AI conviction scoring now processes candidates in batches, reducing latency and token usage per scan cycle.

Conversation action registry

Infrastructure

Refactored 40+ conversation action handlers from a 400-line if/elif chain into a clean registry pattern for better maintainability.

February 5, 2026

Per-scope trade locks

Trading

Trading operations now use per-scope locks to prevent race conditions when multiple users trade simultaneously.

Daily loss recovery

Trading

New daily loss recovery system that automatically adjusts position sizing and risk parameters after significant drawdowns.

Volatility-scaled trailing stops

Trading

Dynamic exit engine now scales trailing stop distances based on real-time volatility, tightening in calm markets and widening in volatile ones.

Broker re-resolution at execute time

Trading

Futures trading now re-resolves broker connections at execution time, rejecting inactive broker records to prevent failed orders.

January 30, 2026

Crypto data provider scoping

Infrastructure

Crypto data providers now use task-local context managers for broker scoping, preventing data leaks between concurrent user sessions.

Options broker persistence

Trading

Options strategies, legs, and journal entries now persist their broker association for accurate tracking across sessions.

Crypto broker fail-closed resolution

Trading

Crypto broker resolution now fails closed when a requested broker is unavailable, rather than silently falling back to an active broker.

January 25, 2026

Standalone API docs service

New Feature

Launched a dedicated API documentation service with Scalar React reference, deployed on Fly.io with its own Buildkite pipeline.

50+ alert type mappings

New Feature

Added granular user preference mappings for 50+ alert types, giving users fine-grained control over which notifications they receive.

Product tour with reset

New Feature

New interactive product tour that launches after onboarding, with the ability to reset and replay it from settings.

Event-based Kalshi market discovery

Improvement

Switched prediction market discovery to event-based fetching to avoid parlay floods, with improved volume/liquidity filtering.

More updates coming soon. Follow us on Discord for real-time announcements.