Limadata: Profile Signal

[{"_1":2,"_3":-5,"_4":-5},"loaderData",{"_5":6,"_7":8,"_9":10},"actionData","errors","root",{"_254":255,"_256":257},"routes/_app.x.$handle.$name",{"_97":96,"_32":45,"_105":87,"_27":99,"_13":14,"_106":-5,"_11":107,"_108":109,"_110":111,"_112":113,"_114":115,"_20":-5,"_116":-5,"_117":-5,"_118":25,"_119":120,"_121":59,"_122":-5,"_123":-5,"_124":125},"routes/_app.x.$handle.$name.branch.$branch.version.$version.diff",{"_11":12,"_13":14,"_15":16,"_17":-5,"_18":-5},"project",{"_43":44,"_32":45,"_38":46,"_47":-5,"_48":25,"_49":50,"_51":50,"_52":53,"_54":-5,"_18":55,"_56":57,"_58":59,"_60":-5,"_61":-5,"_62":63,"_64":65,"_66":-5,"_67":-5,"_68":-5,"_69":-5,"_70":71,"_72":71,"_73":74,"_75":74,"_76":74,"_77":71,"_78":71,"_79":80,"_81":82,"_83":84,"_85":25},"version",110,"changes",[19],"aiChatInfo","userId",{"_20":21,"_22":23,"_24":25,"_26":25,"_27":28,"_29":28},"file",{"_30":31,"_32":28,"_33":34,"_35":37,"_38":39,"_40":14,"_41":42,"_24":25},"previous",{"_30":31,"_32":28,"_33":34,"_35":36},"deleted",false,"deletedHere","path","dashboard.ts","latestPath","fileId","c6805fac-a618-11f1-bf8a-1607ee4eb77e","name","fileType","http","content","// The Network signal dashboard: serves dashboard.html and a /data.json API over the\n// Layer 2 tables (people/companies/profile_changes/new_employee_detections).\n// Scoped to vendor='the_network' (Limadata shares the tables; see dashboard-lima.ts).\n// Read-gated by FEED_TOKEN (?key=), separate from the webhook's WEBHOOK_SECRET.\nimport { readFile } from \"https://esm.town/v/std/utils/index.ts\";\nimport postgres from \"npm:postgres\";\n\nconst sql = postgres(Deno.env.get(\"DATABASE_URL\")!, {\n max: 1,\n idle_timeout: 20,\n connect_timeout: 10,\n});\n\n// values go to the browser as real JSON (not truncated jsonb::text) so the UI can\n// render word-level diffs; prune caps long strings and drops image/logo noise\nconst STRIP = new Set([\"logo_url\", \"all_images\", \"profile_url\"]);\nfunction prune(v: any, top = true): any {\n if (typeof v === \"string\") {\n const cap = top ? 1500 : 400;\n return v.length > cap ? v.slice(0, cap) + \" …\" : v;\n }\n if (Array.isArray(v)) return v.slice(0, 12).map((x) => prune(x, false));\n if (v && typeof v === \"object\") {\n const out: Record = {};\n for (const [k, val] of Object.entries(v)) {\n if (STRIP.has(k)) continue;\n out[k] = prune(val, false);\n }\n return out;\n }\n return v;\n}\n\n// \"Send to Apollo\" targets: the Future Founder LIOB -> EOB sequence, sent from\n// Andrew's default mailbox. Ids fetched from Apollo 2026-09-02.\nconst APOLLO_SEQUENCE_ID = \"699cc4ab2758790019e08bd8\";\nconst APOLLO_MAILBOX_ID = \"69448e3a7e9b6a000d3b3287\";\n\nexport default async function (req: Request): Promise {\n const url = new URL(req.url);\n const token = Deno.env.get(\"FEED_TOKEN\") ?? \"\";\n if (!token || url.searchParams.get(\"key\") !== token) {\n return new Response(\"forbidden\", { status: 403 });\n }\n\n if (url.pathname.endsWith(\"/apollo\") && req.method === \"POST\") {\n const apolloKey = Deno.env.get(\"APOLLO_API_KEY\");\n if (!apolloKey) {\n return Response.json({ error: \"APOLLO_API_KEY is not configured on this val\" }, { status: 503 });\n }\n let body: any;\n try {\n body = await req.json();\n } catch {\n return Response.json({ error: \"invalid JSON body\" }, { status: 400 });\n }\n const { entity_id, name, linkedin_url } = body ?? {};\n if (!entity_id || !name) {\n return Response.json({ error: \"entity_id and name are required\" }, { status: 400 });\n }\n const hdrs = { \"content-type\": \"application/json\", accept: \"application/json\", \"x-api-key\": apolloKey };\n try {\n // find an existing contact by LinkedIn URL, else create one\n const norm = (u: any) => String(u || \"\").toLowerCase().replace(/\\/+$/, \"\").replace(/^https?:\\/\\/(www\\.)?/, \"\");\n const search = await fetch(\"https://api.apollo.io/api/v1/contacts/search\", {\n method: \"POST\",\n headers: hdrs,\n body: JSON.stringify({ q_keywords: name, per_page: 25 }),\n }).then((r) => r.json());\n let contact = (search.contacts || []).find((c: any) =>\n linkedin_url && norm(c.linkedin_url) === norm(linkedin_url)\n ) ?? null;\n if (!contact) {\n const parts = String(name).trim().split(/\\s+/);\n const created = await fetch(\"https://api.apollo.io/api/v1/contacts\", {\n method: \"POST\",\n headers: hdrs,\n body: JSON.stringify({\n first_name: parts[0],\n last_name: parts.slice(1).join(\" \") || parts[0],\n linkedin_url: linkedin_url || undefined,\n }),\n }).then((r) => r.json());\n contact = created.contact;\n }\n if (!contact?.id) throw new Error(\"could not find or create the Apollo contact\");\n const add = await fetch(\n `https://api.apollo.io/api/v1/emailer_campaigns/${APOLLO_SEQUENCE_ID}/add_contact_ids`,\n {\n method: \"POST\",\n headers: hdrs,\n body: JSON.stringify({\n contact_ids: [contact.id],\n emailer_campaign_id: APOLLO_SEQUENCE_ID,\n send_email_from_email_account_id: APOLLO_MAILBOX_ID,\n }),\n },\n ).then((r) => r.json());\n if (!(\"contacts\" in add)) {\n throw new Error(\"sequence add failed: \" + JSON.stringify(add).slice(0, 300));\n }\n await sql`create table if not exists thenetwork.apollo_sends (\n entity_id uuid primary key,\n contact_id text,\n sequence_id text,\n sent_at timestamptz not null default now())`;\n await sql`insert into thenetwork.apollo_sends (entity_id, contact_id, sequence_id)\n values (${entity_id}, ${contact.id}, ${APOLLO_SEQUENCE_ID})\n on conflict (entity_id) do update set contact_id = excluded.contact_id, sent_at = now()`;\n return Response.json({ ok: true, contact_id: contact.id });\n } catch (e: any) {\n return Response.json({ error: String(e?.message || e) }, { status: 502 });\n }\n }\n\n if (url.pathname.endsWith(\"/data.json\")) {\n const [stats] = await sql`select\n (select count(*) from thenetwork.people where vendor = 'the_network')::int as people,\n (select count(*) from thenetwork.companies where vendor = 'the_network')::int as companies,\n (select count(*) from thenetwork.profile_changes where vendor = 'the_network')::int as changes,\n (select count(*) from thenetwork.new_employee_detections)::int as detections,\n (select max(observed_on) from thenetwork.profile_changes where vendor = 'the_network')::text as latest_observed,\n (select max(received_at) from thenetwork.raw_payloads\n where vendor = 'the_network' and schema_version like 'greycroft.%') as latest_delivery,\n (select count(*) from thenetwork.raw_payloads\n where processed_at is null and processing_error is null\n and schema_version like 'greycroft.%')::int as pending,\n (select count(*) from thenetwork.raw_payloads\n where processing_error is not null and vendor = 'the_network')::int as errors`;\n\n const sections = await sql`\n select coalesce(section, '(none)') as section, count(*)::int as n\n from thenetwork.profile_changes where vendor = 'the_network'\n group by 1 order by n desc`;\n\n const payloads = await sql`\n select id::text, received_at, schema_version, processed_at, processing_error,\n length(payload::text)::int as bytes\n from thenetwork.raw_payloads\n where schema_version like 'greycroft.%'\n order by id desc limit 20`;\n\n const detections = await sql`\n select d.detected_at, d.position, d.category, d.human_entity_id::text as entity_id,\n p.name, p.linkedin_url, p.location, c.name as company\n from thenetwork.new_employee_detections d\n join thenetwork.people p on p.entity_id = d.human_entity_id\n join thenetwork.companies c using (company_entity_id)\n order by d.detected_at desc`;\n\n const changes = await sql`\n select ch.observed_on::text, ch.detected_at, ch.section, ch.company_hint,\n ch.field_path, ch.change_type, ch.previous_value, ch.current_value,\n ch.entity_id::text as entity_id,\n p.name, p.category as person_category, p.linkedin_url, p.location\n from thenetwork.profile_changes ch\n join thenetwork.people p using (entity_id)\n where ch.vendor = 'the_network'\n order by ch.detected_at desc nulls last, ch.id desc`;\n\n // Gemini talent scores (NYC Metro + Core population; see score_nyc_core.py)\n const talent_scores = await sql`\n select entity_id::text, score::int, bullets\n from thenetwork.talent_scores where vendor = 'the_network'`;\n\n return Response.json({\n generated_at: new Date().toISOString(),\n stats,\n sections,\n payloads,\n detections,\n talent_scores,\n changes: changes.map((c: any) => ({\n ...c,\n previous_value: prune(c.previous_value),\n current_value: prune(c.current_value),\n })),\n });\n }\n\n return new Response(await readFile(\"/dashboard.html\", import.meta.url), {\n headers: { \"content-type\": \"text/html; charset=utf-8\" },\n });\n}\n","// The Network signal dashboard: serves dashboard.html and a /data.json API over the\n// Layer 2 tables (people/companies/profile_changes/new_employee_detections).\n// Scoped to vendor='the_network' (Limadata shares the tables; see dashboard-lima.ts).\n// Read-gated by FEED_TOKEN (?key=), separate from the webhook's WEBHOOK_SECRET.\nimport { readFile } from \"https://esm.town/v/std/utils/index.ts\";\nimport postgres from \"npm:postgres\";\n\nconst sql = postgres(Deno.env.get(\"DATABASE_URL\")!, {\n max: 1,\n idle_timeout: 20,\n connect_timeout: 10,\n});\n\n// values go to the browser as real JSON (not truncated jsonb::text) so the UI can\n// render word-level diffs; prune caps long strings and drops image/logo noise\nconst STRIP = new Set([\"logo_url\", \"all_images\", \"profile_url\"]);\nfunction prune(v: any, top = true): any {\n if (typeof v === \"string\") {\n const cap = top ? 1500 : 400;\n return v.length > cap ? v.slice(0, cap) + \" …\" : v;\n }\n if (Array.isArray(v)) return v.slice(0, 12).map((x) => prune(x, false));\n if (v && typeof v === \"object\") {\n const out: Record = {};\n for (const [k, val] of Object.entries(v)) {\n if (STRIP.has(k)) continue;\n out[k] = prune(val, false);\n }\n return out;\n }\n return v;\n}\n\n// \"Send to Apollo\" targets: the Future Founder LIOB -> EOB sequence, sent from\n// Andrew's default mailbox. Ids fetched from Apollo 2026-09-02.\nconst APOLLO_SEQUENCE_ID = \"699cc4ab2758790019e08bd8\";\nconst APOLLO_MAILBOX_ID = \"69448e3a7e9b6a000d3b3287\";\n\nexport default async function (req: Request): Promise {\n const url = new URL(req.url);\n const token = Deno.env.get(\"FEED_TOKEN\") ?? \"\";\n if (!token || url.searchParams.get(\"key\") !== token) {\n return new Response(\"forbidden\", { status: 403 });\n }\n\n if (url.pathname.endsWith(\"/apollo\") && req.method === \"POST\") {\n const apolloKey = Deno.env.get(\"APOLLO_API_KEY\");\n if (!apolloKey) {\n return Response.json({ error: \"APOLLO_API_KEY is not configured on this val\" }, { status: 503 });\n }\n let body: any;\n try {\n body = await req.json();\n } catch {\n return Response.json({ error: \"invalid JSON body\" }, { status: 400 });\n }\n const { entity_id, name, linkedin_url } = body ?? {};\n if (!entity_id || !name) {\n return Response.json({ error: \"entity_id and name are required\" }, { status: 400 });\n }\n const hdrs = { \"content-type\": \"application/json\", accept: \"application/json\", \"x-api-key\": apolloKey };\n try {\n // find an existing contact by LinkedIn URL, else create one\n const norm = (u: any) => String(u || \"\").toLowerCase().replace(/\\/+$/, \"\").replace(/^https?:\\/\\/(www\\.)?/, \"\");\n const search = await fetch(\"https://api.apollo.io/api/v1/contacts/search\", {\n method: \"POST\",\n headers: hdrs,\n body: JSON.stringify({ q_keywords: name, per_page: 25 }),\n }).then((r) => r.json());\n let contact = (search.contacts || []).find((c: any) =>\n linkedin_url && norm(c.linkedin_url) === norm(linkedin_url)\n ) ?? null;\n if (!contact) {\n const parts = String(name).trim().split(/\\s+/);\n const created = await fetch(\"https://api.apollo.io/api/v1/contacts\", {\n method: \"POST\",\n headers: hdrs,\n body: JSON.stringify({\n first_name: parts[0],\n last_name: parts.slice(1).join(\" \") || parts[0],\n linkedin_url: linkedin_url || undefined,\n }),\n }).then((r) => r.json());\n contact = created.contact;\n }\n if (!contact?.id) throw new Error(\"could not find or create the Apollo contact\");\n const add = await fetch(\n `https://api.apollo.io/api/v1/emailer_campaigns/${APOLLO_SEQUENCE_ID}/add_contact_ids`,\n {\n method: \"POST\",\n headers: hdrs,\n body: JSON.stringify({\n contact_ids: [contact.id],\n emailer_campaign_id: APOLLO_SEQUENCE_ID,\n send_email_from_email_account_id: APOLLO_MAILBOX_ID,\n }),\n },\n ).then((r) => r.json());\n if (!(\"contacts\" in add)) {\n throw new Error(\"sequence add failed: \" + JSON.stringify(add).slice(0, 300));\n }\n await sql`create table if not exists thenetwork.apollo_sends (\n entity_id uuid primary key,\n contact_id text,\n sequence_id text,\n sent_at timestamptz not null default now())`;\n await sql`insert into thenetwork.apollo_sends (entity_id, contact_id, sequence_id)\n values (${entity_id}, ${contact.id}, ${APOLLO_SEQUENCE_ID})\n on conflict (entity_id) do update set contact_id = excluded.contact_id, sent_at = now()`;\n return Response.json({ ok: true, contact_id: contact.id });\n } catch (e: any) {\n return Response.json({ error: String(e?.message || e) }, { status: 502 });\n }\n }\n\n if (url.pathname.endsWith(\"/data.json\")) {\n const [stats] = await sql`select\n (select count(*) from thenetwork.people where vendor = 'the_network')::int as people,\n (select count(*) from thenetwork.companies where vendor = 'the_network')::int as companies,\n (select count(*) from thenetwork.profile_changes where vendor = 'the_network')::int as changes,\n (select count(*) from thenetwork.new_employee_detections)::int as detections,\n (select max(observed_on) from thenetwork.profile_changes where vendor = 'the_network')::text as latest_observed,\n (select max(received_at) from thenetwork.raw_payloads\n where vendor = 'the_network' and schema_version like 'greycroft.%') as latest_delivery,\n (select count(*) from thenetwork.raw_payloads\n where processed_at is null and processing_error is null\n and schema_version like 'greycroft.%')::int as pending,\n (select count(*) from thenetwork.raw_payloads\n where processing_error is not null and vendor = 'the_network')::int as errors`;\n\n const sections = await sql`\n select coalesce(section, '(none)') as section, count(*)::int as n\n from thenetwork.profile_changes where vendor = 'the_network'\n group by 1 order by n desc`;\n\n const payloads = await sql`\n select id::text, received_at, schema_version, processed_at, processing_error,\n length(payload::text)::int as bytes\n from thenetwork.raw_payloads\n where schema_version like 'greycroft.%'\n order by id desc limit 20`;\n\n const detections = await sql`\n select d.detected_at, d.position, d.category, d.human_entity_id::text as entity_id,\n p.name, p.linkedin_url, p.location, c.name as company\n from thenetwork.new_employee_detections d\n join thenetwork.people p on p.entity_id = d.human_entity_id\n join thenetwork.companies c using (company_entity_id)\n order by d.detected_at desc`;\n\n const changes = await sql`\n select ch.observed_on::text, ch.detected_at, ch.section, ch.company_hint,\n ch.field_path, ch.change_type, ch.previous_value, ch.current_value,\n ch.entity_id::text as entity_id,\n p.name, p.category as person_category, p.linkedin_url, p.location\n from thenetwork.profile_changes ch\n join thenetwork.people p using (entity_id)\n where ch.vendor = 'the_network'\n order by ch.detected_at desc nulls last, ch.id desc`;\n\n // Gemini talent scores (NYC Metro + Core population; see score_nyc_core.py)\n const talent_scores = await sql`\n select entity_id::text, score::int, bullets\n from thenetwork.talent_scores where vendor = 'the_network'`;\n\n // people already pushed to the Apollo sequence (table appears on first send)\n let apollo_sends: any[] = [];\n try {\n apollo_sends = await sql`select entity_id::text, sent_at from thenetwork.apollo_sends`;\n } catch { /* table not created yet */ }\n\n return Response.json({\n generated_at: new Date().toISOString(),\n stats,\n sections,\n payloads,\n detections,\n talent_scores,\n changes: changes.map((c: any) => ({\n ...c,\n previous_value: prune(c.previous_value),\n current_value: prune(c.current_value),\n })),\n });\n }\n\n return new Response(await readFile(\"/dashboard.html\", import.meta.url), {\n headers: { \"content-type\": \"text/html; charset=utf-8\" },\n });\n}\n","createdAt",["D",1788381023964],"branchVersion","branchId","c987e021-bdd4-47b4-ac1b-6394d01f439a","id","6f48da3c-9820-44c4-a98d-da86a8d32458","raw-payload-webhook",["D",1788273667302],"deletedAt","legacyEnvVars","privacy","public","httpPrivacy","description","Raw webhook landing: jsonb into Railway 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Dev smoke test for the dashboard HTML scripts: runs each page's \n\n\n",[181],"c921323d-f312-43bc-9020-d9abb2ebe0e8","dashboard-lima.ts","560e1cec-a63a-11f1-80d0-1607ee4eb77e",51,["D",1788362770082],"// Limadata signal dashboard: the vendor-comparison twin of dashboard.ts, scoped to\n// vendor='limadata' rows in the shared Layer 2 tables (people/profile_changes).\n// Limadata has no company tracker, so there are no detections here; the change feed\n// is capped at the latest 6000 rows (~100k total) — stats always cover everything.\n// Read-gated by the same FEED_TOKEN (?key=).\nimport { readFile } from \"https://esm.town/v/std/utils/index.ts\";\nimport postgres from \"npm:postgres\";\n\nconst sql = postgres(Deno.env.get(\"DATABASE_URL\")!, {\n max: 1,\n idle_timeout: 20,\n connect_timeout: 10,\n});\n\n// values go to the browser as real JSON (not truncated jsonb::text) so the UI can\n// render word-level diffs; prune caps long strings and drops image/logo noise\nconst STRIP = new Set([\"logo_url\", \"all_images\", \"profile_url\"]);\nfunction prune(v: any, top = true): any {\n if (typeof v === \"string\") {\n const cap = top ? 1500 : 400;\n return v.length > cap ? v.slice(0, cap) + \" …\" : v;\n }\n if (Array.isArray(v)) return v.slice(0, 12).map((x) => prune(x, false));\n if (v && typeof v === \"object\") {\n const out: Record = {};\n for (const [k, val] of Object.entries(v)) {\n if (STRIP.has(k)) continue;\n out[k] = prune(val, false);\n }\n return out;\n }\n return v;\n}\n\nexport default async function (req: Request): Promise {\n const url = new URL(req.url);\n const token = Deno.env.get(\"FEED_TOKEN\") ?? \"\";\n if (!token || url.searchParams.get(\"key\") !== token) {\n return new Response(\"forbidden\", { status: 403 });\n }\n\n if (url.pathname.endsWith(\"/data.json\")) {\n const [stats] = await sql`select\n (select count(*) from thenetwork.people where vendor = 'limadata')::int as people,\n (select count(distinct company_hint) from thenetwork.profile_changes\n where vendor = 'limadata' and company_hint is not null)::int as companies,\n (select count(*) from thenetwork.profile_changes where vendor = 'limadata' and not noise)::int as changes,\n (select count(*) from thenetwork.profile_changes where vendor = 'limadata' and noise)::int as noise,\n (select count(*) from thenetwork.raw_payloads where vendor = 'limadata')::int as payloads,\n (select max(observed_on) from thenetwork.profile_changes where vendor = 'limadata' and not noise)::text as latest_observed,\n (select max(received_at) from thenetwork.raw_payloads where vendor = 'limadata') as latest_delivery,\n (select count(*) from thenetwork.raw_payloads\n where vendor = 'limadata' and processed_at is null and processing_error is null)::int as pending,\n (select count(*) from thenetwork.raw_payloads\n where vendor = 'limadata' and processing_error is not null)::int as errors,\n (select payload->'watch'->>'name' from thenetwork.raw_payloads\n where vendor = 'limadata' and payload ? 'watch' order by id desc limit 1) as watch_name`;\n\n const sections = await sql`\n select coalesce(section, '(none)') as section, count(*)::int as n\n from thenetwork.profile_changes where vendor = 'limadata' and not noise\n group by 1 order by n desc`;\n\n // company_hint holds Limadata's numeric linkedin company id; resolve names via\n // the companies table (populated from payload snapshot experiences)\n const by_company = await sql`\n select coalesce(co.name, ch.company_hint) as company, count(*)::int as n\n from thenetwork.profile_changes ch\n left join thenetwork.companies co\n on co.vendor = 'limadata' and co.linkedin_company_id = ch.company_hint\n where ch.vendor = 'limadata' and not ch.noise and ch.company_hint is not null\n group by 1 order by n desc limit 14`;\n\n const payloads = await sql`\n select id::text, received_at, payload->'data'->'after'->>'full_name' as person,\n processed_at, processing_error, length(payload::text)::int as bytes\n from thenetwork.raw_payloads\n where vendor = 'limadata'\n order by id desc limit 20`;\n\n const changes = await sql`\n select ch.observed_on::text, ch.detected_at, ch.section,\n coalesce(co.name, ch.company_hint) as company_hint,\n ch.field_path, ch.change_type, ch.previous_value, ch.current_value,\n p.name, p.category as person_category, p.linkedin_url, p.location\n from thenetwork.profile_changes ch\n join thenetwork.people p using (entity_id)\n left join thenetwork.companies co\n on co.vendor = 'limadata' and co.linkedin_company_id = ch.company_hint\n where ch.vendor = 'limadata' and not ch.noise\n order by ch.detected_at desc nulls last, ch.id desc\n limit 6000`;\n\n return Response.json({\n generated_at: new Date().toISOString(),\n stats,\n sections,\n by_company,\n payloads,\n changes: changes.map((c: any) => ({\n ...c,\n previous_value: prune(c.previous_value),\n current_value: prune(c.current_value),\n })),\n });\n }\n\n return new Response(await readFile(\"/dashboard-lima.html\", import.meta.url), {\n headers: { \"content-type\": \"text/html; charset=utf-8\" },\n });\n}\n",[189],"d90a10c9-0968-4e71-9170-e675a214197c","dashboard-lima.html","7d0ade66-a63a-11f1-9ecb-1607ee4eb77e",108,["D",1788379333604],"\n\n\n\n\nLimadata: Profile Signal\n\n\n

Loading signal data…

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Diff · v110