read.markets/app
Giorgio Gilestro 788563a81f ai: route reviewer through OpenRouter + Claude Haiku 4.5
The DeepSeek-V4-flash reviewer was unreliable in production: it pads
its JSON verdicts with internal chain-of-thought even when the prompt
forbids it, so the verdict gets truncated at any reasonable max_tokens
cap and the parser drops it as malformed (a false-negative verdict
that would purge clean rows). A live run on 50 rows reproduced the
failure on 8 of 12 rejections, even at 800 tokens.

Fix: pin the reviewer call to OpenRouter with anthropic/claude-haiku-4.5.
Haiku answers structured-output classification tersely (no scratchpad
preamble), which means a 300-token cap is comfortably above the
~30-token JSON verdict. Cost is roughly the same (~$0.0001-$0.0003 per
review) and the latency tax is smaller.

To enable the pinned-provider call without disrupting other callers,
call_llm grows an optional `provider` parameter: when set, only that
provider is used (no fallback chain). All existing call sites
default to provider=None and keep the chain behaviour.

REVIEWER_MODEL is read from settings via getattr-with-fallback so an
env override can swap models without code changes — useful if we want
to A/B test against e.g. gemini-2.5-flash later.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-05-29 13:21:26 +02:00
..
jobs ai: structured-output + reviewer agent for indicator summaries 2026-05-29 13:10:52 +02:00
routers ui: log page tone badge follows the toggle (novice / pro) 2026-05-29 12:17:49 +02:00
services ai: route reviewer through OpenRouter + Claude Haiku 4.5 2026-05-29 13:21:26 +02:00
static ui: drop log-content's fixed-viewport scroll cap 2026-05-29 12:58:06 +02:00
templates ui: log page tone badge follows the toggle (novice / pro) 2026-05-29 12:17:49 +02:00
__init__.py initial commit — cassandra v0.1 2026-05-15 21:56:10 +01:00
auth.py public: landing + pricing + legal pages, apex-ready, lawyer-reviewed 2026-05-24 00:08:02 +02:00
branding.py css: split cassandra.css into per-section files 2026-05-28 12:31:29 +02:00
cli.py docs: drop Phase D.x markers now that the referral loop is closed 2026-05-26 23:09:39 +02:00
config.py cleanup: drop stale tombstones and dead config fields 2026-05-27 19:25:33 +02:00
db.py sync: encrypted cloud backup for portfolios + settings UX rework 2026-05-23 16:15:54 +02:00
logging.py initial commit — cassandra v0.1 2026-05-15 21:56:10 +01:00
main.py routers: extract chat + ops from api.py 2026-05-27 21:43:17 +02:00
models.py models: align translation column naming + add token counts 2026-05-27 21:18:29 +02:00
redis_client.py phase G: data minimisation + passwordless auth + DeepSeek-first LLM 2026-05-18 14:16:57 +01:00
scheduler_main.py scheduler: register email_digest_job at 06:30 UTC 2026-05-25 23:20:06 +02:00
schemas.py news: auto-tag headlines + market-aware cadence + filter UI 2026-05-21 23:25:03 +01:00
templates_env.py mobile: cache-bust static assets so browser picks up CSS/JS edits 2026-05-28 19:20:49 +02:00