feat(demo): add committed seed SQL and startup loader

This commit is contained in:
pyr0ball 2026-04-15 23:04:09 -07:00
parent 854b18ecbd
commit 29ba40edcb
3 changed files with 327 additions and 1 deletions

54
demo/seed.sql Normal file
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-- jobs
INSERT INTO jobs (title, company, url, source, location, is_remote, salary, match_score, status, date_found, date_posted, cover_letter, applied_at, phone_screen_at, interviewing_at, offer_at, hired_at, interview_date, rejection_stage, hired_feedback) VALUES ('UX Designer', 'Spotify', 'https://www.linkedin.com/jobs/view/1000001', 'linkedin', 'Remote', '1', '$110k$140k', '94.0', 'approved', '2026-04-14', '2026-04-12', 'Dear Hiring Manager,
I''m excited to apply for the UX Designer role at Spotify. With five years of
experience designing for music discovery and cross-platform experiences, I''ve
consistently shipped features that make complex audio content feel effortless to
navigate. At my last role I led a redesign of the playlist creation flow that
reduced drop-off by 31%.
Spotify''s commitment to artist and listener discovery and its recent push into
audiobooks and podcast tooling aligns directly with the kind of cross-format
design challenges I''m most energised by.
I''d love to bring that focus to your product design team.
Warm regards,
[Your name]
', NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL);
INSERT INTO jobs (title, company, url, source, location, is_remote, salary, match_score, status, date_found, date_posted, cover_letter, applied_at, phone_screen_at, interviewing_at, offer_at, hired_at, interview_date, rejection_stage, hired_feedback) VALUES ('Product Designer', 'Duolingo', 'https://www.linkedin.com/jobs/view/1000002', 'linkedin', 'Pittsburgh, PA', '0', '$95k$120k', '87.0', 'approved', '2026-04-13', '2026-04-10', 'Draft in progress — cover letter generating…', NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL);
INSERT INTO jobs (title, company, url, source, location, is_remote, salary, match_score, status, date_found, date_posted, cover_letter, applied_at, phone_screen_at, interviewing_at, offer_at, hired_at, interview_date, rejection_stage, hired_feedback) VALUES ('UX Lead', 'NPR', 'https://www.indeed.com/viewjob?jk=1000003', 'indeed', 'Washington, DC', '1', '$120k$150k', '81.0', 'approved', '2026-04-12', '2026-04-08', NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL);
INSERT INTO jobs (title, company, url, source, location, is_remote, salary, match_score, status, date_found, date_posted, cover_letter, applied_at, phone_screen_at, interviewing_at, offer_at, hired_at, interview_date, rejection_stage, hired_feedback) VALUES ('Senior UX Designer', 'Mozilla', 'https://www.linkedin.com/jobs/view/1000004', 'linkedin', 'Remote', '1', '$105k$130k', '81.0', 'pending', '2026-04-13', '2026-03-12', NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL);
INSERT INTO jobs (title, company, url, source, location, is_remote, salary, match_score, status, date_found, date_posted, cover_letter, applied_at, phone_screen_at, interviewing_at, offer_at, hired_at, interview_date, rejection_stage, hired_feedback) VALUES ('Interaction Designer', 'Figma', 'https://www.indeed.com/viewjob?jk=1000005', 'indeed', 'San Francisco, CA', '1', '$115k$145k', '78.0', 'pending', '2026-04-11', '2026-04-09', NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL);
INSERT INTO jobs (title, company, url, source, location, is_remote, salary, match_score, status, date_found, date_posted, cover_letter, applied_at, phone_screen_at, interviewing_at, offer_at, hired_at, interview_date, rejection_stage, hired_feedback) VALUES ('Product Designer II', 'Notion', 'https://www.linkedin.com/jobs/view/1000006', 'linkedin', 'Remote', '1', '$100k$130k', '76.0', 'pending', '2026-04-10', '2026-04-07', NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL);
INSERT INTO jobs (title, company, url, source, location, is_remote, salary, match_score, status, date_found, date_posted, cover_letter, applied_at, phone_screen_at, interviewing_at, offer_at, hired_at, interview_date, rejection_stage, hired_feedback) VALUES ('UX Designer', 'Stripe', 'https://www.linkedin.com/jobs/view/1000007', 'linkedin', 'Remote', '1', '$120k$150k', '74.0', 'pending', '2026-04-09', '2026-04-06', NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL);
INSERT INTO jobs (title, company, url, source, location, is_remote, salary, match_score, status, date_found, date_posted, cover_letter, applied_at, phone_screen_at, interviewing_at, offer_at, hired_at, interview_date, rejection_stage, hired_feedback) VALUES ('UI/UX Designer', 'Canva', 'https://www.indeed.com/viewjob?jk=1000008', 'indeed', 'Remote', '1', '$90k$115k', '72.0', 'pending', '2026-04-08', '2026-04-05', NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL);
INSERT INTO jobs (title, company, url, source, location, is_remote, salary, match_score, status, date_found, date_posted, cover_letter, applied_at, phone_screen_at, interviewing_at, offer_at, hired_at, interview_date, rejection_stage, hired_feedback) VALUES ('Senior Product Designer', 'Asana', 'https://www.linkedin.com/jobs/view/1000009', 'linkedin', 'San Francisco, CA', '1', '$125k$155k', '69.0', 'pending', '2026-04-07', '2026-04-04', NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL);
INSERT INTO jobs (title, company, url, source, location, is_remote, salary, match_score, status, date_found, date_posted, cover_letter, applied_at, phone_screen_at, interviewing_at, offer_at, hired_at, interview_date, rejection_stage, hired_feedback) VALUES ('UX Researcher', 'Intercom', 'https://www.indeed.com/viewjob?jk=1000010', 'indeed', 'Remote', '1', '$95k$120k', '67.0', 'pending', '2026-04-06', '2026-04-03', NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL);
INSERT INTO jobs (title, company, url, source, location, is_remote, salary, match_score, status, date_found, date_posted, cover_letter, applied_at, phone_screen_at, interviewing_at, offer_at, hired_at, interview_date, rejection_stage, hired_feedback) VALUES ('Product Designer', 'Linear', 'https://www.linkedin.com/jobs/view/1000011', 'linkedin', 'Remote', '1', '$110k$135k', '65.0', 'pending', '2026-04-05', '2026-04-02', NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL);
INSERT INTO jobs (title, company, url, source, location, is_remote, salary, match_score, status, date_found, date_posted, cover_letter, applied_at, phone_screen_at, interviewing_at, offer_at, hired_at, interview_date, rejection_stage, hired_feedback) VALUES ('UX Designer', 'Loom', 'https://www.indeed.com/viewjob?jk=1000012', 'indeed', 'Remote', '1', '$90k$110k', '62.0', 'pending', '2026-04-04', '2026-04-01', NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL);
INSERT INTO jobs (title, company, url, source, location, is_remote, salary, match_score, status, date_found, date_posted, cover_letter, applied_at, phone_screen_at, interviewing_at, offer_at, hired_at, interview_date, rejection_stage, hired_feedback) VALUES ('Senior Product Designer', 'Asana', 'https://www.asana.com/jobs/1000013', 'linkedin', 'San Francisco, CA', '1', '$125k$155k', '91.0', 'phone_screen', '2026-04-01', '2026-03-30', NULL, '2026-04-08', '2026-04-15', NULL, NULL, NULL, '2026-04-15T14:00:00', NULL, NULL);
INSERT INTO jobs (title, company, url, source, location, is_remote, salary, match_score, status, date_found, date_posted, cover_letter, applied_at, phone_screen_at, interviewing_at, offer_at, hired_at, interview_date, rejection_stage, hired_feedback) VALUES ('Product Designer', 'Notion', 'https://www.notion.so/jobs/1000014', 'indeed', 'Remote', '1', '$100k$130k', '88.0', 'interviewing', '2026-03-25', '2026-03-23', NULL, '2026-04-01', '2026-04-05', '2026-04-12', NULL, NULL, '2026-04-22T10:00:00', NULL, NULL);
INSERT INTO jobs (title, company, url, source, location, is_remote, salary, match_score, status, date_found, date_posted, cover_letter, applied_at, phone_screen_at, interviewing_at, offer_at, hired_at, interview_date, rejection_stage, hired_feedback) VALUES ('Design Systems Designer', 'Figma', 'https://www.figma.com/jobs/1000015', 'linkedin', 'San Francisco, CA', '1', '$130k$160k', '96.0', 'hired', '2026-03-01', '2026-02-27', NULL, '2026-03-08', '2026-03-14', '2026-03-21', '2026-04-01', '2026-04-08', NULL, NULL, '{"factors":["clear_scope","great_manager","mission_aligned"],"notes":"Excited about design systems work. Salary met expectations."}');
INSERT INTO jobs (title, company, url, source, location, is_remote, salary, match_score, status, date_found, date_posted, cover_letter, applied_at, phone_screen_at, interviewing_at, offer_at, hired_at, interview_date, rejection_stage, hired_feedback) VALUES ('UX Designer', 'Slack', 'https://slack.com/jobs/1000016', 'indeed', 'Remote', '1', '$115k$140k', '79.0', 'applied', '2026-03-18', '2026-03-16', NULL, '2026-03-28', NULL, NULL, NULL, NULL, NULL, NULL, NULL);
-- job_contacts
INSERT INTO job_contacts (job_id, direction, subject, from_addr, to_addr, received_at, stage_signal) VALUES (1, 'inbound', 'Excited to connect — UX Designer role at Spotify', 'jamie.chen@spotify.com', 'you@example.com', '2026-04-12', 'positive_response');
INSERT INTO job_contacts (job_id, direction, subject, from_addr, to_addr, received_at, stage_signal) VALUES (1, 'outbound', 'Re: Excited to connect — UX Designer role at Spotify', 'you@example.com', 'jamie.chen@spotify.com', '2026-04-13', NULL);
INSERT INTO job_contacts (job_id, direction, subject, from_addr, to_addr, received_at, stage_signal) VALUES (13, 'inbound', 'Interview Confirmation — Senior Product Designer', 'recruiting@asana.com', 'you@example.com', '2026-04-13', 'interview_scheduled');
INSERT INTO job_contacts (job_id, direction, subject, from_addr, to_addr, received_at, stage_signal) VALUES (14, 'inbound', 'Your panel interview is confirmed for Apr 22', 'recruiting@notion.so', 'you@example.com', '2026-04-12', 'interview_scheduled');
INSERT INTO job_contacts (job_id, direction, subject, from_addr, to_addr, received_at, stage_signal) VALUES (14, 'inbound', 'Pre-interview prep resources', 'marcus.webb@notion.so', 'you@example.com', '2026-04-13', 'positive_response');
INSERT INTO job_contacts (job_id, direction, subject, from_addr, to_addr, received_at, stage_signal) VALUES (15, 'inbound', 'Figma Design Systems — Offer Letter', 'offers@figma.com', 'you@example.com', '2026-04-01', 'offer_received');
INSERT INTO job_contacts (job_id, direction, subject, from_addr, to_addr, received_at, stage_signal) VALUES (15, 'outbound', 'Re: Figma Design Systems — Offer Letter (acceptance)', 'you@example.com', 'offers@figma.com', '2026-04-05', NULL);
INSERT INTO job_contacts (job_id, direction, subject, from_addr, to_addr, received_at, stage_signal) VALUES (15, 'inbound', 'Welcome to Figma! Onboarding next steps', 'onboarding@figma.com', 'you@example.com', '2026-04-08', NULL);
INSERT INTO job_contacts (job_id, direction, subject, from_addr, to_addr, received_at, stage_signal) VALUES (16, 'inbound', 'Thanks for applying to Slack', 'noreply@slack.com', 'you@example.com', '2026-03-28', NULL);
-- references_
INSERT INTO references_ (name, email, role, company, relationship, notes, tags, prep_email) VALUES ('Dr. Priya Nair', 'priya.nair@example.com', 'Director of Design', 'Acme Corp', 'former_manager', 'Managed me for 3 years on the consumer app redesign. Enthusiastic reference.', '["manager","design"]', 'Hi Priya,
I hope you''re doing well! I''m currently interviewing for a few senior UX roles and would be so grateful if you''d be willing to serve as a reference.
Thank you!
[Your name]');
INSERT INTO references_ (name, email, role, company, relationship, notes, tags, prep_email) VALUES ('Sam Torres', 'sam.torres@example.com', 'Senior Product Designer', 'Acme Corp', 'former_colleague', 'Worked together on design systems. Great at speaking to collaborative process.', '["colleague","design_systems"]', NULL);
INSERT INTO references_ (name, email, role, company, relationship, notes, tags, prep_email) VALUES ('Jordan Kim', 'jordan.kim@example.com', 'VP of Product', 'Streamline Inc', 'former_manager', 'Led the product team I was embedded in. Can speak to business impact of design work.', '["manager","product"]', NULL);

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@ -51,14 +51,32 @@ IS_DEMO: bool = os.environ.get("DEMO_MODE", "").lower() in ("1", "true", "yes")
# Per-request DB path — set by cloud_session_middleware; falls back to DB_PATH
_request_db: ContextVar[str | None] = ContextVar("_request_db", default=None)
def _load_demo_seed(db_path: str, seed_file: str) -> None:
"""Load seed SQL into the demo DB if it is empty (no jobs rows yet)."""
import sqlite3 as _sqlite3
seed_path = Path(seed_file)
if not seed_path.exists():
return
con = _sqlite3.connect(db_path)
try:
count = con.execute("SELECT COUNT(*) FROM jobs").fetchone()[0]
if count == 0:
con.executescript(seed_path.read_text())
con.commit()
finally:
con.close()
@asynccontextmanager
async def lifespan(app: FastAPI):
"""Load .env then run pending SQLite migrations on startup."""
"""Load .env, run migrations, and (in demo mode) seed the demo DB."""
# Load .env before any runtime env reads — safe because lifespan doesn't run
# when dev_api is imported by tests (only when uvicorn actually starts).
_load_env(PEREGRINE_ROOT / ".env")
from scripts.db_migrate import migrate_db
migrate_db(Path(DB_PATH))
if IS_DEMO and (seed_file := os.environ.get("DEMO_SEED_FILE")):
_load_demo_seed(DB_PATH, seed_file)
yield

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#!/usr/bin/env python3
"""
Generate demo/seed.sql committed seed INSERT statements for the demo DB.
Run whenever seed data needs to change:
conda run -n cf python scripts/generate_demo_seed.py
Outputs pure INSERT SQL (no DDL). Schema migrations are handled by db_migrate.py
at container startup. The seed SQL is loaded after migrations complete.
"""
from __future__ import annotations
from datetime import date, timedelta
from pathlib import Path
OUT_PATH = Path(__file__).parent.parent / "demo" / "seed.sql"
TODAY = date.today()
def _dago(n: int) -> str:
return (TODAY - timedelta(days=n)).isoformat()
def _dfrom(n: int) -> str:
return (TODAY + timedelta(days=n)).isoformat()
COVER_LETTER_SPOTIFY = """\
Dear Hiring Manager,
I'm excited to apply for the UX Designer role at Spotify. With five years of
experience designing for music discovery and cross-platform experiences, I've
consistently shipped features that make complex audio content feel effortless to
navigate. At my last role I led a redesign of the playlist creation flow that
reduced drop-off by 31%.
Spotify's commitment to artist and listener discovery — and its recent push into
audiobooks and podcast tooling aligns directly with the kind of cross-format
design challenges I'm most energised by.
I'd love to bring that focus to your product design team.
Warm regards,
[Your name]
"""
SQL_PARTS: list[str] = []
# ── Jobs ──────────────────────────────────────────────────────────────────────
# Columns: title, company, url, source, location, is_remote, salary,
# match_score, status, date_found, date_posted, cover_letter,
# applied_at, phone_screen_at, interviewing_at, offer_at, hired_at,
# interview_date, rejection_stage, hired_feedback
JOBS: list[tuple] = [
# ---- Review queue (12 jobs — mix of pending + approved) ------------------
("UX Designer",
"Spotify", "https://www.linkedin.com/jobs/view/1000001",
"linkedin", "Remote", 1, "$110k$140k",
94.0, "approved", _dago(1), _dago(3), COVER_LETTER_SPOTIFY,
None, None, None, None, None, None, None, None),
("Product Designer",
"Duolingo", "https://www.linkedin.com/jobs/view/1000002",
"linkedin", "Pittsburgh, PA", 0, "$95k$120k",
87.0, "approved", _dago(2), _dago(5), "Draft in progress — cover letter generating…",
None, None, None, None, None, None, None, None),
("UX Lead",
"NPR", "https://www.indeed.com/viewjob?jk=1000003",
"indeed", "Washington, DC", 1, "$120k$150k",
81.0, "approved", _dago(3), _dago(7), None,
None, None, None, None, None, None, None, None),
# Ghost post — date_posted 34 days ago → shadow indicator
("Senior UX Designer",
"Mozilla", "https://www.linkedin.com/jobs/view/1000004",
"linkedin", "Remote", 1, "$105k$130k",
81.0, "pending", _dago(2), _dago(34), None,
None, None, None, None, None, None, None, None),
("Interaction Designer",
"Figma", "https://www.indeed.com/viewjob?jk=1000005",
"indeed", "San Francisco, CA", 1, "$115k$145k",
78.0, "pending", _dago(4), _dago(6), None,
None, None, None, None, None, None, None, None),
("Product Designer II",
"Notion", "https://www.linkedin.com/jobs/view/1000006",
"linkedin", "Remote", 1, "$100k$130k",
76.0, "pending", _dago(5), _dago(8), None,
None, None, None, None, None, None, None, None),
("UX Designer",
"Stripe", "https://www.linkedin.com/jobs/view/1000007",
"linkedin", "Remote", 1, "$120k$150k",
74.0, "pending", _dago(6), _dago(9), None,
None, None, None, None, None, None, None, None),
("UI/UX Designer",
"Canva", "https://www.indeed.com/viewjob?jk=1000008",
"indeed", "Remote", 1, "$90k$115k",
72.0, "pending", _dago(7), _dago(10), None,
None, None, None, None, None, None, None, None),
("Senior Product Designer",
"Asana", "https://www.linkedin.com/jobs/view/1000009",
"linkedin", "San Francisco, CA", 1, "$125k$155k",
69.0, "pending", _dago(8), _dago(11), None,
None, None, None, None, None, None, None, None),
("UX Researcher",
"Intercom", "https://www.indeed.com/viewjob?jk=1000010",
"indeed", "Remote", 1, "$95k$120k",
67.0, "pending", _dago(9), _dago(12), None,
None, None, None, None, None, None, None, None),
("Product Designer",
"Linear", "https://www.linkedin.com/jobs/view/1000011",
"linkedin", "Remote", 1, "$110k$135k",
65.0, "pending", _dago(10), _dago(13), None,
None, None, None, None, None, None, None, None),
("UX Designer",
"Loom", "https://www.indeed.com/viewjob?jk=1000012",
"indeed", "Remote", 1, "$90k$110k",
62.0, "pending", _dago(11), _dago(14), None,
None, None, None, None, None, None, None, None),
# ---- Pipeline jobs (applied → hired) ------------------------------------
("Senior Product Designer",
"Asana", "https://www.asana.com/jobs/1000013",
"linkedin", "San Francisco, CA", 1, "$125k$155k",
91.0, "phone_screen", _dago(14), _dago(16), None,
_dago(7), _dfrom(0), None, None, None,
f"{_dfrom(0)}T14:00:00", None, None),
("Product Designer",
"Notion", "https://www.notion.so/jobs/1000014",
"indeed", "Remote", 1, "$100k$130k",
88.0, "interviewing", _dago(21), _dago(23), None,
_dago(14), _dago(10), _dago(3), None, None,
f"{_dfrom(7)}T10:00:00", None, None),
("Design Systems Designer",
"Figma", "https://www.figma.com/jobs/1000015",
"linkedin", "San Francisco, CA", 1, "$130k$160k",
96.0, "hired", _dago(45), _dago(47), None,
_dago(38), _dago(32), _dago(25), _dago(14), _dago(7),
None, None,
'{"factors":["clear_scope","great_manager","mission_aligned"],"notes":"Excited about design systems work. Salary met expectations."}'),
("UX Designer",
"Slack", "https://slack.com/jobs/1000016",
"indeed", "Remote", 1, "$115k$140k",
79.0, "applied", _dago(28), _dago(30), None,
_dago(18), None, None, None, None, None, None, None),
]
def _q(v: object) -> str:
"""SQL-quote a Python value."""
if v is None:
return "NULL"
return "'" + str(v).replace("'", "''") + "'"
_JOB_COLS = (
"title, company, url, source, location, is_remote, salary, "
"match_score, status, date_found, date_posted, cover_letter, "
"applied_at, phone_screen_at, interviewing_at, offer_at, hired_at, "
"interview_date, rejection_stage, hired_feedback"
)
SQL_PARTS.append("-- jobs")
for job in JOBS:
vals = ", ".join(_q(v) for v in job)
SQL_PARTS.append(f"INSERT INTO jobs ({_JOB_COLS}) VALUES ({vals});")
# ── Contacts ──────────────────────────────────────────────────────────────────
# (job_id, direction, subject, from_addr, to_addr, received_at, stage_signal)
CONTACTS: list[tuple] = [
(1, "inbound", "Excited to connect — UX Designer role at Spotify",
"jamie.chen@spotify.com", "you@example.com", _dago(3), "positive_response"),
(1, "outbound", "Re: Excited to connect — UX Designer role at Spotify",
"you@example.com", "jamie.chen@spotify.com", _dago(2), None),
(13, "inbound", "Interview Confirmation — Senior Product Designer",
"recruiting@asana.com", "you@example.com", _dago(2), "interview_scheduled"),
(14, "inbound", "Your panel interview is confirmed for Apr 22",
"recruiting@notion.so", "you@example.com", _dago(3), "interview_scheduled"),
(14, "inbound", "Pre-interview prep resources",
"marcus.webb@notion.so", "you@example.com", _dago(2), "positive_response"),
(15, "inbound", "Figma Design Systems — Offer Letter",
"offers@figma.com", "you@example.com", _dago(14), "offer_received"),
(15, "outbound", "Re: Figma Design Systems — Offer Letter (acceptance)",
"you@example.com", "offers@figma.com", _dago(10), None),
(15, "inbound", "Welcome to Figma! Onboarding next steps",
"onboarding@figma.com", "you@example.com", _dago(7), None),
(16, "inbound", "Thanks for applying to Slack",
"noreply@slack.com", "you@example.com", _dago(18), None),
]
SQL_PARTS.append("\n-- job_contacts")
for c in CONTACTS:
job_id, direction, subject, from_addr, to_addr, received_at, stage_signal = c
SQL_PARTS.append(
f"INSERT INTO job_contacts "
f"(job_id, direction, subject, from_addr, to_addr, received_at, stage_signal) "
f"VALUES ({job_id}, {_q(direction)}, {_q(subject)}, {_q(from_addr)}, "
f"{_q(to_addr)}, {_q(received_at)}, {_q(stage_signal)});"
)
# ── References ────────────────────────────────────────────────────────────────
# (name, email, role, company, relationship, notes, tags, prep_email)
REFERENCES: list[tuple] = [
("Dr. Priya Nair", "priya.nair@example.com", "Director of Design", "Acme Corp",
"former_manager",
"Managed me for 3 years on the consumer app redesign. Enthusiastic reference.",
'["manager","design"]',
"Hi Priya,\n\nI hope you're doing well! I'm currently interviewing for a few senior UX roles "
"and would be so grateful if you'd be willing to serve as a reference.\n\nThank you!\n[Your name]"),
("Sam Torres", "sam.torres@example.com", "Senior Product Designer", "Acme Corp",
"former_colleague",
"Worked together on design systems. Great at speaking to collaborative process.",
'["colleague","design_systems"]', None),
("Jordan Kim", "jordan.kim@example.com", "VP of Product", "Streamline Inc",
"former_manager",
"Led the product team I was embedded in. Can speak to business impact of design work.",
'["manager","product"]', None),
]
SQL_PARTS.append("\n-- references_")
for ref in REFERENCES:
name, email, role, company, relationship, notes, tags, prep_email = ref
SQL_PARTS.append(
f"INSERT INTO references_ "
f"(name, email, role, company, relationship, notes, tags, prep_email) "
f"VALUES ({_q(name)}, {_q(email)}, {_q(role)}, {_q(company)}, "
f"{_q(relationship)}, {_q(notes)}, {_q(tags)}, {_q(prep_email)});"
)
# ── Write output ──────────────────────────────────────────────────────────────
output = "\n".join(SQL_PARTS) + "\n"
OUT_PATH.write_text(output, encoding="utf-8")
print(
f"Wrote {OUT_PATH} "
f"({len(JOBS)} jobs, {len(CONTACTS)} contacts, {len(REFERENCES)} references)"
)