TradingAgents/docs/agent/CURRENT_STATE.md

Current Milestone

Report path unification complete. Observability logging (data sources, LLM calls, tool calls, token counts) is the active task. Next: pipeline CLI command.

Recent Progress

• PR #21 merged: Memory system v2 — builder/reader skills, 5 context files, post-commit hook
• PR #18 merged: Opt-in vendor fallback — fail-fast by default, FALLBACK_ALLOWED whitelist for fungible data only (ADR 011)
• PR #19 merged: Merge conflict resolution after PR #18
• Report path unification (80e174c): All reports now written under reports/daily/{date}/{ticker}/ for per-ticker analysis and reports/daily/{date}/market/ for scanner output
• pipeline CLI command implemented — scan JSON → filter by conviction → per-ticker deep dive via MacroBridge
• extract_json() utility in agents/utils/json_utils.py handles DeepSeek R1 <think> blocks and markdown fences
• Memory builder and reader skills created in .claude/skills/
• Structured context files generated under docs/agent/context/ (ARCHITECTURE, CONVENTIONS, COMPONENTS, TECH_STACK, GLOSSARY)
• 220+ offline tests passing
• 12 pre-existing test failures fixed across 5 files

In Progress

• Observability logging: Structured logging for data source calls (vendor, endpoint, success/failure), LLM requests (model name, agent, token counts), and tool invocations (tool name, duration). Goal: understand what's being called, by whom, and at what cost per run.

Planned Next

• Report path unification tests (verify new paths in integration tests)

Active Blockers

• None currently