When a sent/received email is matched to an investor, a local-model agent drafts a
one-line dated note and queues it as a PENDING proposal (it never writes the grid
itself). On the Email Capture page a partner sees "Proposed grid notes", can edit the
text, and Approve (appends to that investor's grid notes cell, newest at bottom,
stamped with the approver) or Dismiss. Going-forward only: a cutoff (app_settings
email_activity_since, set on first run) means email dated before the feature was
enabled is never summarized, so the historical backfill makes no noise. Sovereign:
summaries run entirely on the local model (no redaction needed). Gmail sync interval
tightened 180 -> 15 min so outgoing email surfaces quickly.
Backend: migration 0002 (email_activity_proposals); propose_email_activity_notes()
runs via a new scheduler post_sync hook; list/decide functions + routes
GET /api/activity/proposals, POST .../{id}/approve|dismiss. Grid append stamps the
approving user (fundraising_state.updated_by has a FK to users). Test
test_email_activity.py (propose cutoff/idempotency, approve appends + edited note,
dismiss, already-decided guard) under FK enforcement.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Phase 1 Workstream D. Lets the Architect ground the thesis in REAL recurring LP
objections without any LP identity reaching the Claude API. Layered, defense-in-depth,
fail-closed by construction (docs/redaction-rehydration.md).
backend/redaction/:
- scrub.py: the leak-proof core. Drops Tier-1 (labelled/structured account/wire/SSN/
IBAN/SWIFT/passport, separator-tolerant); tokenizes known LP entities (dictionary from
the canonical layer, unicode-folded + hyphen-extended) and structured PII (emails,
scheme-less/social URLs, intl+ext phones, currency-cued amounts, ISO/worded/numeric/
quarter dates, addresses, bare long digit runs); pre-neutralizes injected [TYPE_N]
strings; single-pass rehydrate; metadata-only audit logging (the pseudonym map is the
de-anon key — local-only, never logged/sent). Hardened across THREE adversarial
leak-hunts (worded/coded amounts, intl phones, NFD/ligature/zero-width names, slash/
comma SSN, SWIFT, alpha-prefixed accounts, substance-preserving false-positive fixes).
- client.py: Boundary — one scrub/rehydrate contract, SCRUB_BACKEND=local (default) or
gateway (Spark Control /scrub + /rehydrate). Fails closed (db_path required; dictionary
build errors propagate; strict rehydrate returns tokenized-not-de-anon text).
- test_scrub_leak.py, test_reidentification.py: golden-file leak + re-identification
suites (synthetic only, guardrail #9), regression-locking every leak-hunt vector.
backend/mcp/architect_grounding.py: the flow — retrieve (local) -> minimize-first
(local Qwen) -> scrub (+ local-Qwen NER backstop for unknown names) -> Claude over the
de-identified register only -> re-hydrate locally -> human review. FAILS CLOSED if the
local model is unreachable or a hallucinated token appears. test_grounding_boundary.py
proves nothing sensitive reaches Claude and the three fail-closed paths.
server.py: POST /api/architect/ground (admin) wires retrieval -> ground_objections.
docker_entrypoint.sh: SCRUB_BACKEND (default local). docs/spark-control-scrub-endpoints.md:
the gateway handover spec (Option 1 — caller supplies the entity dictionary).
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
- 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>
- backend/ingest/sync_scheduler.py: periodic incremental-sync loop (every
CRM_INGEST_SYNC_INTERVAL_MIN min); resilient, --once for testing.
- start9/0.4: "Refresh search index" action (incremental sync.py); entrypoint
launches the scheduler as a background process when Spark/Qdrant are set;
CRM_INGEST_SYNC_INTERVAL_MIN env; pre-release note on fastembed/mcp pins.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
- Fuzzy tier (backend/ingest/fuzzy_resolve.py + llm.py): local Qwen adjudicates
the deterministic resolver's flagged name-variant candidates; merges are
durable via entity_merges (deterministic re-runs respect them), losers
soft-deleted, logged. Idempotent.
- Incremental sync (backend/ingest/sync.py): re-embeds only rows changed since a
watermark (ingest_sync_state); first run / --recreate = full. Tested full→0→1.
- Start9 packaging (start9/0.4): Dockerfile bundles ingest+mcp + fastembed/mcp;
"Build search index" action runs the init in a subcontainer; MCP shipped as a
manual stdio server (not a daemon); version 0.1.0:44. INGEST_PACKAGING.md.
- backfill.py: factored embed_and_upsert() shared with sync.
Verified end-to-end on synthetic data + live Sparks/Qwen/Qdrant.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Keysat