Filter the archive by the labels we put on each post.
· XingAI Invest AI
A draft "Daily Stock Market Intelligence" stack looked like a new FastAPI + Alembic + Next app. Invest AI already had Resend digests, report triggers, macro radar, and a reports…
· Research AI
We did not invent a new cache story for Research AI. We copied Invest AI’s one writer, many readers SQLite pattern and renamed the keys.
· Research AI
Anonymous users get 3 live AI researches per rolling 24 hours. Cached topics — including trending chips — do not count.
· Research AI
We found a bad pattern in Research AI: some UI blocks looked factual but were not backed by original sources.
· XingAI Invest AI
Market dashboards want fresh data. Upstream APIs want low call volume. Users want sub-200ms first paint.
Filter the archive by the labels we put on each post.
· XingAI Invest AI
A draft "Daily Stock Market Intelligence" stack looked like a new FastAPI + Alembic + Next app. Invest AI already had Resend digests, report triggers, macro radar, and a reports…
· Research AI
We did not invent a new cache story for Research AI. We copied Invest AI’s one writer, many readers SQLite pattern and renamed the keys.
· Research AI
Anonymous users get 3 live AI researches per rolling 24 hours. Cached topics — including trending chips — do not count.
· Research AI
We found a bad pattern in Research AI: some UI blocks looked factual but were not backed by original sources.
· XingAI Invest AI
Market dashboards want fresh data. Upstream APIs want low call volume. Users want sub-200ms first paint.