* Merge workorder-ingest pipeline into unified repo Move PO lambdas under lambdas/po/, add WO pipeline under lambdas/wo/. Two independent CloudFormation stacks in one CDK app. Fix WO stack compliance: ARM64 architecture, 60-day log retention, aarch64 bundling, RETAIN on Anthropic secret. Remove stale CodePipeline buildspec. * Fix test_local.py import path and remove dead shared/models.py test_local.py referenced the old lambdas/email_processor path. Updated to lambdas/wo/email_processor. Removed shared/ directory entirely as nothing imports from it. * Escape HTML in both web UI dashboards to prevent XSS Both Function URLs are public (auth_type=NONE) and render email-derived content via f-strings. Attacker-crafted emails could inject scripts. Added html.escape() on all interpolated values in both PO and WO dashboards. * Add pagination to WO web UI scan get_work_orders() only fetched the first 1MB page from DynamoDB. Loop on LastEvaluatedKey to match the PO web UI pattern. * Fix esc(None) TypeError and javascript: scheme in PO web UI Coerce supplier name through `or ""` before escaping to handle nested None from DynamoDB. Add scheme allowlist on view_order_url to block javascript:/data: hrefs from LLM-extracted URLs. * Fix WO render_badge None guard, updated_at slice, and backfill path Add null guard to WO render_badge matching the PO version. Use `or ""` before slicing updated_at to handle explicit None values. Fix backfill_sites.py sys.path to use new lambdas/po/site_extractor. * Harden WO web UI and fix JS-context XSS in both dashboards - Use json.dumps for onclick URLs to prevent JS string breakout - Add .lower() to WO render_badge color lookup matching PO pattern - Add pagination to get_comments query - Cap get_work_orders to 500 results matching PO pattern * Apply ruff formatting to web UI handlers
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Procurement Ingest
Unified email ingestion pipelines for Amazon procurement data. Two independent pipelines — purchase orders (Coupa) and work orders (APM/Hexagon EAM) — share a single repo and CDK app but deploy as separate CloudFormation stacks.
Pipelines
Purchase Orders (po-ingest stack)
Coupa PO emails are received at amazon_po@int.seahaven.com, parsed by Claude Haiku 4.5, and written to the purchase-orders DynamoDB table.
Flow:
- Coupa sends a PO email (new, revision, or cancellation).
- SES (
INBOUND_MAILrule set) drops the raw MIME intos3://po-ingest-emails-{AccountId}/inbound/. - S3
ObjectCreatedtriggers thepo-email-processorLambda. - Claude extracts structured JSON (PO number, status, supplier, site code, trade classification, line items, fiscal year).
- Conditional write to DynamoDB:
new_po— idempotent insert (no-op if PO exists)revision— unconditional overwritecancellation— marks existing rowCancelled
- DynamoDB Streams feeds downstream consumers:
- LedgerFlow (
seahaven-slack-bot/po-sync) — daily KB sync - Site extractor (
po-ingest-site-extractor) — real-time site address extraction intoverified-sitestable
- LedgerFlow (
Lambdas (lambdas/po/):
| Function | Trigger | Purpose |
|---|---|---|
po-email-processor |
S3 ObjectCreated | Claude extraction + DynamoDB write |
po-ingest-site-extractor |
DynamoDB Streams | Site code/address extraction -> verified-sites |
po-web-ui |
Function URL | HTML dashboard |
Tables:
purchase-orders(PK:po_number, Streams: NEW_IMAGE) — shared with payments-dashboard and seahaven-slack-botverified-sites(PK:siteCode, GSI:by-state) — ~1,100 unique Amazon facility sitespending-site-review(PK:po_number) — unresolvable POs for manual Payee Central verification
Work Orders (WorkorderIngestStack stack)
Amazon APM work order emails (from Hexagon EAM / HxGN SmartCloud) are received at apm@int.seahaven.com, parsed by Claude Haiku 4.5, and written to the WorkOrders DynamoDB table.
Flow:
- Hexagon EAM sends email notifications (new assignments, comments, updates, cancellations) to
amazon@seahavenind.com. - Gmail filter forwards APM emails to
apm@int.seahaven.com(SES). - SES drops the raw MIME into
s3://workorder-ingest-emails-{AccountId}/inbound/. - S3 triggers the
workorder-email-processorLambda. - Claude extracts structured JSON (work order ID, site code, severity, priority, dates, assigned technician).
- Work order upserted to
WorkOrders, event/comment appended toWorkOrderComments.
Lambdas (lambdas/wo/):
| Function | Trigger | Purpose |
|---|---|---|
workorder-email-processor |
S3 ObjectCreated | Claude extraction + DynamoDB write |
workorder-web-ui |
Function URL | HTML dashboard |
Tables:
WorkOrders(PK:work_order_id, GSIs:site-code-index,status-index)WorkOrderComments(PK:work_order_id, SK:comment_id)
Architecture
IaC: AWS CDK (Python), two stacks in one app, region us-east-1.
All Lambdas: Python 3.12, ARM64, 60-day log retention.
Secrets:
po-ingest/anthropic-api-key— Anthropic API key for PO parsingworkorder-ingest/anthropic-api-key— Anthropic API key for WO parsing
SES: Both stacks add rules to the shared INBOUND_MAIL receipt rule set on int.seahaven.com.
CI/CD
GitHub Actions with reusable workflows from Sea-Haven-Industries/.github:
- CI (PR to
main): linting +cdk synthviaci-python-sam.yaml@main - CD (push to
main):cdk deploy --allviacd-cdk.yaml@main(OIDC auth)
Branch protection on main — all changes through PR.
Setup
- Bootstrap CDK:
cdk bootstrap aws://{AccountId}/us-east-1 - Store Anthropic API keys:
aws secretsmanager create-secret --name po-ingest/anthropic-api-key --secret-string "sk-ant-..." aws secretsmanager create-secret --name workorder-ingest/anthropic-api-key --secret-string "sk-ant-..." - Deploy both stacks:
cd cdk pip install -r requirements.txt cdk deploy --all - CloudFormation outputs include
WebUIUrlfor each stack's dashboard.
Scripts
Reprocess PO emails (re-run parser against all emails still in S3):
python scripts/reprocess.py # dry-run
python scripts/reprocess.py --execute # invoke po-email-processor for each
Backfill verified sites (one-time scan of historical POs):
python scripts/backfill_sites.py
Directory Structure
cdk/
app.py # Two stacks: po-ingest + WorkorderIngestStack
po_stack.py # Purchase order pipeline resources
wo_stack.py # Work order pipeline resources
lambdas/
po/ # PO pipeline Lambdas
email_processor/
site_extractor/
web_ui/
wo/ # WO pipeline Lambdas
email_processor/
web_ui/
shared/
models.py # Work order dataclasses/enums
scripts/
reprocess.py
backfill_sites.py