- with TYPESAFE_API_KEY set, each StockTwits and Reddit post is asked whether it is about the company and its stance on the stock
- posts clearly about something else are dropped before the per-source cut, and each block opens with a stance count
- any failed request leaves the source's posts unscreened and says so; without a key nothing changes
- gpt-6-sol and gpt-6-luna are the new default deep and quick models
- claude-opus-5-5 replaces claude-opus-5 in the picker; opus-5 and gpt-5.4-mini stay known as legacy IDs
- selections.py asks what to run; run.py builds the graph, streams it to the live view and saves the report
- main.py keeps the Typer app and its two commands
- display.py holds the message buffer, layout, status tables and report panels, the analyst wall-time tracker (CLI-only, from graph/analyst_execution) and the one Console
- utils.py is renamed prompts.py, which is what it holds; its analyst list is ANALYST_CHOICES, apart from display's ANALYST_ORDER
- get_initial_analyst_node, a one-line helper with one caller, is inlined
- the wall-time tracker tests sit with the other display tests, and tests import cli.prompts as prompts
- resolve_benchmark, fetch_returns and settle_pending are module functions; the graph's settle_pending runs them under its config
- create_run_state settles through settle_pending, so the CLI path also settles under the graph's config
- tools.py: the analysts' data tools, previously seven modules under utils
- context.py (was agent_utils, without its tool re-exports), state.py, rating.py and structured.py sit beside schemas.py
- every role package has an __init__
- vendors/yahoo: ohlcv (loader and cache), market (prices, indicators), fundamentals (profile, statements, insider), news, snapshot
- vendors/alpha_vantage is a package; sec_edgar, fred, polymarket, reddit and stocktwits sit beside it
- the one-method StockstatsUtils class is a function; the duplicate Yahoo host constant is gone
- tests are named after the modules they cover: test_ohlcv_date_column, test_yahoo_snapshot, and the ohlcv and snapshot aliases
- interface -> router; symbol_utils -> symbols, which also takes safe_ticker_component
- utils is split: get_current_date to date_window, the HTTP helpers to net
- dataflows imports are absolute; the NoMarketDataError re-export from symbols is gone
- coverage and withholding notices named where a vendor's coverage starts or today's date
- the instrument context named today's date in every analyst prompt
- is_yahoo_safe, has_checkpoint, get_wall_times, the graph's curr_state and the project_dir config key
- the CLI's final_report and current_agent state, its duplicate get_analysis_date and the save_report_to_disk wrapper
- the dotenv import guard (a hard dependency) and a warning filter for langgraph-checkpoint 4.0.3
- an analyst's TOOLS tuple is both what it is offered and what its tool node runs
- one routing function replaces four copies of should_continue_<analyst>
- the sentiment analyst has no tools, so the unreachable social tool node is gone
- a graph reused across a backtest grid held each run's complete state for its whole life
- the state log is written from the run's own state; the ticker attribute it read is removed
- the Yahoo vendor owns get_company_profile and get_closes; agent_utils and the graph no longer import yfinance
- a test keeps vendor libraries inside dataflows
- every analyst calls its tools through the router, offline; the decision is parsed and logged
- free-text and structured-output paths, and resume from a checkpoint
- remove the unused mock_llm_client fixture
- propagate and settle_pending bind the graph's config for the length of the run
- a graph built later, or running concurrently, no longer changes another graph's vendors
- annual columns are the periods an annual report covers, so 10-Q balances and twelve-month totals no longer read as fiscal years
- a value is still the latest filing of any form, so a later recast counts from its filing date
- point-in-time integrity across every dated path, and a vendor failure reported as a vendor failure
- SEC EDGAR fundamentals served as filed
- backtesting over a ticker and date grid, and the caller's portfolio as run input
- current model lineups across every provider
Yijia Xiao
Yijia-Xiao
David Arias, CFA