Changelog
Every feature, improvement, and fix — shipped fast and documented here. Follow along as Tradewink evolves.
March 12, 2026
DeepSeek R1 and Qwen 2.5-72B on free tier
AIFree 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
AIThe 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
ImprovementReplaced 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
InfrastructureA 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 FeatureAdded 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
ImprovementPredictions 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 FeatureAdded 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 FeatureThe 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
InfrastructureIntegrated 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 FeatureUpdated to compliance agreement v3.0 with seven new SEC/FINRA disclaimer clauses and an electronic signature requirement during onboarding.
PostHog cookieless analytics
InfrastructureEnabled 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
TradingThe autonomous trading agent 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 capital.
AI model optimizer loop with A/B testing
AIA 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
InfrastructureEvery 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
ImprovementChanged 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.
March 8, 2026
Account tier display in conversations
New FeatureYour 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
AIAI 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
TradingImproved position reconciliation across multiple connected brokers for more accurate portfolio views.
Lower prediction liquidity requirements
ImprovementReduced minimum liquidity thresholds for predictions, allowing more markets to be analyzed and scored.
March 5, 2026
Redis caching for options data
InfrastructureOptions chain data is now cached in Redis for faster lookups and reduced API calls during high-volume scanning.
Free tier model access update
AIUpdated the AI models available on the free tier to provide better quality analysis out of the box.
Trade loop architecture deep dive
ContentAdded detailed architecture documentation to the web UI explaining how the autonomous trade loop works internally.
March 3, 2026
Gemini Flash-Lite 2.0 upgrade
AIUpgraded from Gemini Flash-Lite 1.5 to 2.0 across all services for faster inference and improved analysis quality.
Glossary search and filtering
New FeatureThe glossary now supports full-text search, category filtering, and previous/next term navigation for easier learning.
Profile dropdown
New FeatureNew profile dropdown in the navigation for quick access to account settings and dashboard.
February 28, 2026
AI batch processing for strategies
AIStrategy updates now process in batches through the AI engine, significantly reducing scan cycle time and API costs.
Time-based AI cache keys
ImprovementAI engine caching now uses time-based keys to prevent stale analysis from persisting across market sessions.
Gemini 3.1 Flash-Lite
AIUpgraded to Gemini 3.1 Flash-Lite with reordered AI provider priority for optimal cost-performance balance.
Provider-specific tier overrides
ImprovementAI 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 FeatureNew marketing service capabilities for analyzing SEO performance and discovering content opportunities.
Community section
New FeatureIntroduced a community section with user content management for sharing trading ideas and strategies.
Trading tools: calculators
New FeatureAdded position size calculator, risk/reward calculator, and options profit calculator to the web tools section.
Broker comparison pages
ContentProgrammatic SEO pages comparing supported brokers with dynamic routes, RSS feed, and sitemap integration.
February 20, 2026
LEAN-inspired chained risk management
TradingImplemented a new risk management system inspired by QuantConnect LEAN, with chained risk rules that evaluate sequentially before every trade.
Exit reason tracking
TradingCrypto and futures trades now track detailed exit reasons (target hit, stop loss, regime shift, EOD flatten) for post-trade analytics.
Crypto screener parallelization
ImprovementCrypto screening now fetches data in parallel, cutting scan cycle time significantly.
February 15, 2026
Protective stop orders for futures
TradingFutures trades now automatically submit initial protective stop orders on entry, with correct limit price sign handling for Alpaca and Schwab.
Centralized agent configuration
New FeatureAll agent loop settings are now configurable through user settings in Discord, consolidating previously scattered configuration.
Per-user prediction settings
New FeaturePrediction agent now respects per-user settings, allowing individual customization of prediction parameters.
February 10, 2026
GPT-5 Nano and Gemini 3 Flash
AIUpgraded AI models to GPT-5 Nano and Gemini 3 Flash across all tiers, with Elite tier getting dedicated model overrides.
Batch conviction scoring
AIAI conviction scoring now processes candidates in batches, reducing latency and token usage per scan cycle.
Conversation action registry
InfrastructureRefactored 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
TradingTrading operations now use per-scope locks to prevent race conditions when multiple users trade simultaneously.
Daily loss recovery
TradingNew daily loss recovery system that automatically adjusts position sizing and risk parameters after significant drawdowns.
Volatility-scaled trailing stops
TradingDynamic 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
TradingFutures trading now re-resolves broker connections at execution time, rejecting inactive broker records to prevent failed orders.
January 30, 2026
Crypto data provider scoping
InfrastructureCrypto data providers now use task-local context managers for broker scoping, preventing data leaks between concurrent user sessions.
Options broker persistence
TradingOptions strategies, legs, and journal entries now persist their broker association for accurate tracking across sessions.
Crypto broker fail-closed resolution
TradingCrypto 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 FeatureLaunched a dedicated API documentation service with Scalar React reference, deployed on Fly.io with its own Buildkite pipeline.
50+ alert type mappings
New FeatureAdded granular user preference mappings for 50+ alert types, giving users fine-grained control over which notifications they receive.
Product tour with reset
New FeatureNew interactive product tour that launches after onboarding, with the ability to reset and replay it from settings.
Event-based Kalshi market discovery
ImprovementSwitched 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.