- backend/mcp/architect_agent.py: generate_options + revise on Claude (prompt-
cached thesis context, claude-opus-4-8, Ten31 voice rules). Writes N variant
drafts to a node's variant group; nothing canonical without human approval.
Fails gracefully if the API key / SDK is absent.
- server.py endpoints: GET /api/architect/status, GET /api/thesis/{key}/tree,
GET /api/thesis/nodes/{id}/variants, POST .../generate, POST .../feedback,
POST /api/thesis/lines, POST /api/thesis/lines/{key}/nodes. architect_tools
gains get_node_variants.
- Dockerfile installs `anthropic`; docker_entrypoint loads ANTHROPIC_API_KEY from
/data/secrets/anthropic-api-key (self-disabling until the key is dropped in).
Full HTTP surface verified end-to-end (graceful 502 without a key).
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Per Grant's clarification of the real data model:
- Investor entities come from the fundraising grid, one per row, all labeled
"investor" (drops the confusing lp/organization split). Grid is source of truth.
- People come ONLY from the contacts table. The grid's contacts (fundraising_
contacts) are matched to a contact-person and recorded as member_of links to
their investor, instead of creating duplicate person entities. This fixes the
~doubled people count (people now ≈ contacts, not contacts + grid contacts).
- System Status cards: Investors / People (resolved) / Contacts in CRM / Grid
contacts, so resolved-vs-source is visible at a glance.
Verified on synthetic: people == contacts count (no double-count); multi-contact
investors preserved via member_of.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
- Dual sign-off is now the default (thesis_required_approvals defaults to 2).
- Entity-merge review queue (migration 0003): the fuzzy/Qwen tier no longer
auto-merges — it writes CANDIDATES (entity_merge_candidates) with a same/different
suggestion + confidence + reason for a human to approve (merge) or reject (keep
separate). entity_merge.py applies/rejects (durable via entity_merges, soft-delete,
repoint links+edges); decided pairs aren't re-surfaced.
- entity_jobs.py: UI-triggered background index jobs (rebuild/update/find-duplicates)
as subprocesses with a one-at-a-time lock; status in /api/system/status.
- server.py: /api/index/{rebuild,update}, /api/entities/find-duplicates,
/api/entities/merge-candidates [+ /{id} decide] — admin-gated.
- docs/thesis-seed-v2.md: concrete, plain-English rewrite per Grant's feedback.
Backend verified end-to-end on synthetic data (candidate gen -> approve/reject).
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
- entity_resolution: emit member_of relationship edges (contact -> investor),
so one investor entity owns many contacts (institution) and a HNWI is the N=1
case; crm_tools.get_investor_contacts + get_entity contacts/member_of; MCP tool.
- seed_synthetic: multi-contact institutions to exercise it (Harbor & Vine = 5).
- server.py: GET /api/system/status (index/entity/thesis/activity health) for an
in-app status view (no shell needed to verify the index).
- docs/thesis-seed-v1.md: grounded v1 thesis (throughline, 6 pillars, objections,
per-segment angles, voice) drawn from Ten31's newsletter/site/essays.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Keysat