System check

Proves the app works, not just looks good. Integrations + the 10-step acceptance checklist, live from the database.

Integrations

LLM — Vertex AI (gemini-2.5-flash)

ADC / gcloud

● connected

Million Verifier

MILLIONVERIFIER_API_KEY

● connected

244857 credits

Limadata

LIMADATA_API_KEY

● connected

484 credits

Gmail send (OAuth)

GOOGLE_OAUTH_CLIENT_ID

● connected

Acceptance checklist

○ 1. Import + auto field-map

0 contacts imported

○ 2. Limadata enrichment

0/0 have a known industry

○ 3. Million Verifier pass

0 verified valid

○ 4. Segments created

0 segments

✓ 5. Company understanding on

mode: enrich

○ 6. Templates + ≥2 approved/segment

0/0 segments have ≥2 approved

○ 7. Senders connected

0 senders

○ 8. Sequences configured

0 sequences, 0 enrolled

○ 9. Replies handled (OOO/unsub/positive)

0 replies classified, 0 tasks

Deeper checks (run from a terminal)

python3 tests/eval_pipeline.py — runs the full pipeline on a golden dataset and asserts every stage (map → verify → enrich → segment → templates → send → reply routing).