TauricResearch/TradingAgents v0.4.0

TradingAgents v0.4.0

on GitHub

Summary

Look-ahead and point-in-time fixes across the data and memory layers, clearer decision signals, working CLI checkpoint resume, and the GPT-5.6 / GLM-5.3 models.

Point-in-time / look-ahead integrity

• FRED macro requests now pin the data vintage to the as-of date, so a backtest no longer sees later revisions (#1275).
• Social sentiment (StockTwits, Reddit) is trimmed to the analysis window instead of showing today's chatter, via one shared UTC window rule reused by news (#1220).
• Decision-log memory records when each outcome became known and only injects lessons resolved by the trade date (#1251); a decision is no longer settled before its holding window fully trades (#1169).
• The latest OHLCV bar is no longer silently dropped when its close is NaN, and dates are normalized DST- and non-US-market safe (#1201).

More honest decision signals

• An unparseable Portfolio Manager rating surfaces a REVIEW sentinel instead of a tradeable Hold (#1170).
• Debate openers no longer fabricate the opponent's argument when none has been made (#1176).
• The Trader now receives the technical market report, so entry/stop levels anchor to real price structure (#1167).

Execution robustness

• --checkpoint actually resumes on the CLI path, and a resume no longer duplicates messages (#1249).
• A configurable output-token cap (TRADINGAGENTS_MAX_TOKENS) bounds a model that emits unbounded reasoning (#1204).
• DeepSeek routed through OpenRouter (deepseek/<id>) now reuses the native DeepSeek capabilities (#1199).

Models

• Added the GPT-5.6 family (gpt-5.6 / gpt-5.6-terra / gpt-5.6-luna) and GLM-5.3 (glm-5.3, glm-5.3-flash); the defaults are now gpt-5.6 (deep) / gpt-5.6-luna (quick).

See CHANGELOG.md for the full list, including contributor acknowledgments.