chore: add real content that was sitting untracked

Surfaced by today's untracked-files audit. None of these are accidents —
multiple are referenced by name in CLAUDE.md and memory files but were
never added.

Categories:
- docs/PHASE_AUDIT_GUIDE.md (106 LOC) — Claude Code phase audit guidance
- ops/systemd/lakehouse-langfuse-bridge.service — Langfuse bridge unit
- package.json — top-level npm manifest
- scripts/e2e_pipeline_check.sh + production_smoke.sh — real test scripts
- reports/kimi/audit-last-week*.md — the "Two reports live" CLAUDE.md cites
- tests/multi-agent/scenarios/ — 44 staffing scenarios (cutover decision A)
- tests/multi-agent/playbooks/ — 102 playbook records
- tests/battery/, tests/agent_test/PRD.md, tests/real-world/* — real tests
- sidecar/sidecar/{lab_ui,pipeline_lab}.py — 888 LOC dev-only UIs that
  remain in service post-sidecar-drop (commit ba928b1 explicitly kept them)

Sensitivity check: scenarios use synthetic company names ("Heritage Foods",
"Cornerstone Fabrication"); audit reports describe code findings only;
no PII or secrets surfaced.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
This commit is contained in:
root
2026-05-02 22:22:10 -05:00
co-authored by Claude Opus 4.7
parent 6e34ef7baf
commit 41b0a99ed2
788 changed files with 107142 additions and 0 deletions
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{"at":"07:30","kind":"baseline_fill","operation":"fill: Assembler x6 in Indianapolis, IN","fills":[{"candidate_id":"W500K-49897","name":"Adam D. Watson"},{"candidate_id":"W500K-24626","name":"Jacob E. Bailey"},{"candidate_id":"W500K-45788","name":"Andre C. Brooks"},{"candidate_id":"W500K-7814","name":"Jeffrey Walker"},{"candidate_id":"W500K-47104","name":"James S. Castillo"},{"candidate_id":"W500K-41683","name":"Lauren F. Moore"}],"turns":4,"duration_secs":29.393,"pool_size":838,"playbook_citations":["pb-seed-b6e0217d434d26c9","pb-seed-16869a3ac95216f8","pb-seed-66d37fc6946ae16d","pb-seed-65fc161357d36662","pb-seed-ada539aca9c4e3ef","pb-seed-0336eb019ad15b7a","pb-seed-4877dd9a31995eb3","pb-seed-66e1af3b76592c54","pb-seed-95ac3ca3661da473","pb-seed-49e04b58f31a508d","pb-seed-efaefbbb2e3439b0","pb-seed-af3ae92c66ebec8f","pb-seed-2406cfb9d5548981","pb-seed-62d6e01922ab1ac2","pb-seed-3d455e25c85e7250","pb-seed-885e0dacb0961e89","pb-seed-c639407f546e9d56","pb-seed-f47cccf334bb1e05","pb-seed-8b3d25b990bddacb"],"discovered_pattern":"Across 25 similar past playbooks (17 workers examined) · recurring certifications: Forklift (47%) · archetype mostly: communicator · reliability median 0.81 (range 0.34–1.00)"}
{"at":"11:00","kind":"expansion","operation":"fill: Machine Operator x5 in Indianapolis, IN","fills":[{"candidate_id":"W500K-34233","name":"Alexander R. Evans"},{"candidate_id":"W500K-23524","name":"Angela U. Ward"},{"candidate_id":"W500K-23467","name":"Alexander P. Turner"},{"candidate_id":"W500K-6479","name":"Christina Watson"},{"candidate_id":"W500K-18400","name":"Amy S. Jenkins"}],"turns":4,"duration_secs":21.97,"pool_size":597,"playbook_citations":["pb-seed-b249552c3cd15b5e","pb-seed-fcf82664d2d9567b","pb-seed-4b7bc1f7f068bb9f","pb-seed-dbc5dd10ff21f254","pb-seed-dba50571839e693f","pb-seed-65de15df32e8e588","pb-seed-44630e72ad08bf83","pb-seed-276dbbe1def897d5","pb-seed-52cb2299d594016a","pb-seed-2a6b072589433954","pb-seed-b5d8a51cb9df9a2a","pb-seed-e70a39e9ce31d93b","pb-seed-ec790797c90d8b04","pb-seed-5180f6ed206973f1","pb-seed-875d10bd4d46ef74","pb-seed-c5b0eccd3f0b177b","pb-seed-bf740204c0cfb6c2","pb-seed-11a4d8a8851b339e"],"discovered_pattern":"Across 25 similar past playbooks (18 workers examined) · archetype mostly: communicator · reliability median 0.80 (range 0.34–1.00)"}
{"at":"14:00","kind":"emergency","operation":"fill: Machine Operator x3 in Indianapolis, IN","fills":[{"candidate_id":"W500K-34233","name":"Alexander R. Evans"},{"candidate_id":"W500K-23467","name":"Alexander P. Turner"},{"candidate_id":"W500K-23524","name":"Angela U. Ward"}],"turns":4,"duration_secs":22.278,"pool_size":657,"playbook_citations":["pb-seed-b249552c3cd15b5e","pb-seed-fcf82664d2d9567b","pb-seed-4b7bc1f7f068bb9f","pb-seed-dbc5dd10ff21f254","pb-seed-dba50571839e693f","pb-seed-65de15df32e8e588","pb-seed-44630e72ad08bf83","pb-seed-276dbbe1def897d5","pb-seed-52cb2299d594016a","pb-seed-9d3f63be0b23ddc5","pb-seed-2a6b072589433954","pb-seed-b5d8a51cb9df9a2a","pb-seed-e70a39e9ce31d93b","pb-seed-ec790797c90d8b04","pb-seed-5180f6ed206973f1","pb-seed-875d10bd4d46ef74","pb-seed-c5b0eccd3f0b177b","pb-seed-bf740204c0cfb6c2","pb-seed-11a4d8a8851b339e"],"discovered_pattern":"Across 25 similar past playbooks (18 workers examined) · archetype mostly: communicator · reliability median 0.80 (range 0.34–1.00)"}
{"at":"16:00","kind":"misplacement","operation":"fill: Assembler x1 in Indianapolis, IN","fills":[{"candidate_id":"W500K-49897","name":"Adam D. Watson"}],"turns":4,"duration_secs":21.311,"pool_size":838,"playbook_citations":["pb-seed-b6e0217d434d26c9","pb-seed-16869a3ac95216f8","pb-seed-66d37fc6946ae16d","pb-seed-65fc161357d36662","pb-seed-ada539aca9c4e3ef","pb-seed-0336eb019ad15b7a","pb-seed-ff39193626d44027","pb-seed-4877dd9a31995eb3","pb-seed-66e1af3b76592c54","pb-seed-95ac3ca3661da473","pb-seed-49e04b58f31a508d","pb-seed-efaefbbb2e3439b0","pb-seed-af3ae92c66ebec8f","pb-seed-2406cfb9d5548981","pb-seed-62d6e01922ab1ac2","pb-seed-3d455e25c85e7250","pb-seed-885e0dacb0961e89","pb-seed-c639407f546e9d56","pb-seed-f47cccf334bb1e05","pb-seed-8b3d25b990bddacb"],"discovered_pattern":"Across 25 similar past playbooks (17 workers examined) · recurring certifications: Forklift (47%) · archetype mostly: reliable · reliability median 0.81 (range 0.34–1.00)"}
@@ -0,0 +1,80 @@
# Client emails — Pioneer Assembly — Indianapolis Plant Expansion, 2026-05-03
## 07:30 baseline_fill — Assembler x6
Subject: 6 Assemblers Confirmed
Dear Pioneers Assembly Indianapolis Plant Expansion Team,
We are pleased to confirm that we have filled all six positions for Assembler roles as requested:
- Adam D. Watson
- Jacob E. Bailey
- Andre C. Brooks
- Jeffrey Walker
- James S. Castillo
- Lauren F. Moore
Shift start is scheduled for 07:30 AM. Please note that Alex Rivera, a trainee with one month of experience, will be staffed on this project. The contract deadline is set for May 26, 2026, and ensuring his successful integration is paramount.
Best regards,
Dispatch Team
Lakehouse Example
## 11:00 expansion — Machine Operator x5
To: staffing@pioneerassembly—indianapolisplantexpansion.example
From: dispatch@lakehouse.example
Subject: Confirmed Staffing
Dear Pioneera Team,
I am pleased to confirm that we have filled all 5 positions as Machine Operators for your Indianapolis plant expansion. The workers are:
- Alexander R. Evans
- Angela U. Ward
- Alexander P. Turner
- Christina Watson
- Amy S. Jenkins
Shift starts at 11:00 PM. Note that Alex Rivera, a trainee with 1 month of experience, will be staffed. His contract deadline is May 26, 2026; please ensure this is prioritized.
Best regards,
[Your Name]
Lakehouse Dispatch
## 14:00 emergency — Machine Operator x3
To: staffing@pioneerassembly—indianapolisplantexpansion.example
From: dispatch@lakehouse.example
Subject: Confirmed Fill
Dear Pioneera Staffing Team,
I am pleased to confirm that we have filled all three Machine Operator roles with Alexander R. Evans, Alexander P. Turner, and Angela U. Ward for the 14:00 PM shift. Please note that Alex Rivera (trainee, 1 month) will be staffed; his contract deadline is 2026-05-26, so please ensure this is prioritized.
Best regards,
[Your Name]
Lakehouse Dispatch
## 16:00 misplacement — Assembler x1
Subject: Confirmation 1 Assembler
Dear Pioneers Assembly Indianapolis Plant Expansion Team,
I am pleased to confirm that we have filled 1 position as requested:
- **Role:** Assembler
- **Name:** Adam D. Watson
- **Shift Start:** 16:00 PM
Please note that this is a trainee role, with Alex Rivera assisting (1 month on the job). The contract deadline is set for May 26, 2026; ensuring staff availability remains paramount.
Best regards,
Dispatch Team
dispatch@lakehouse.example
@@ -0,0 +1,80 @@
[
{
"date": "2026-05-05",
"client": "Midway Distribution",
"cities": "Indianapolis",
"states": "IN",
"events_total": 4,
"events_ok": 3,
"checkpoint_count": 2,
"model": "gpt-oss:20b",
"cloud": false,
"lesson": "** \nBefore running an expansion, pre‑fetch local Packer data (or fallback to the nearest city) and validate that the executor returns well‑formed JSON; this prevents the “Missing local Packer data” failure. \nWhen an emergency request arrives, immediately cross‑check the 16:00 schedule to ensure no worker is assigned twice, and correct any artifact errors in the scheduling logic that could cause double‑booking. \nImplement automated checks that flag duplicate assignments and missing data before the agent commits to a fill.",
"checkpoints": [
{
"after": "10:30",
"risk": "Missing local Packer data",
"hint": "Add Indianapolis Packer records to the index or fallback to nearest city; verify executor returns valid JSON before execution."
},
{
"after": "12:00",
"risk": "16:00 double-booking risk",
"hint": "Verify no worker is assigned twice for 16:00; fix artifact error in scheduling logic."
}
],
"created_at": "2026-04-21T02:04:50.585Z",
"file": "2026-05-05_Midway_Distribution_1776737090585.json"
},
{
"date": "2026-05-03",
"client": "Pioneer Assembly — Indianapolis Plant Expansion",
"cities": "Indianapolis",
"states": "IN",
"events_total": 5,
"events_ok": 5,
"checkpoint_count": 2,
"model": "gpt-oss:120b",
"cloud": true,
"lesson": "When scheduling multiple shifts for the same role in Indianapolis, pull the candidate roster for the upcoming shift before locking in the current one to catch any overlap. If the Indianapolis pool for Machine Operators looks thin, pre‑load Muncie, IN (≈60 mi) candidates and reserve them as the primary alternate before assigning any Indianapolis workers. Keep a backup list of qualified Assemblers (e.g., Maria L. Torres) ready to replace anyone flagged for double‑booking such as Jacob E. Bailey. Verify that all selected workers stay within the 60‑mile radius to secure the $5/hr local bonus.",
"checkpoints": [
{
"after": "11:00",
"risk": "Double‑booking risk for Machine Operators",
"hint": "For the next Machine Operator shift, pivot to Muncie, IN (~60 mi) to tap fresh pool and prevent double‑booking of the Indianapolis crew."
},
{
"after": "16:00",
"risk": "Potential double‑booking of Jacob E. Bailey",
"hint": "For the next Indianapolis Assembler shift, select another qualified worker (e.g., Maria L. Torres) to prevent double‑booking Jacob E. Bailey; stay within the 60 mi bonus radius."
}
],
"created_at": "2026-04-21T03:44:59.381Z",
"file": "2026-05-03_Pioneer_Assembly_—_Indianapolis_Plant_Expansion_1776743099381.json"
},
{
"date": "2026-04-30",
"client": "Pioneer Assembly — Indianapolis Plant Expansion",
"cities": "Indianapolis",
"states": "IN",
"events_total": 5,
"events_ok": 5,
"checkpoint_count": 2,
"model": "gpt-oss:120b",
"cloud": true,
"lesson": "When multiple shifts overlap in the same city, pull the required number of Machine Operators and Assemblers from the nearest alternate city (e.g., Muncie, IN ≈ 45 mi) before assigning any Indianapolis staff, keeping them within the $5/hr local‑bonus radius. Pre‑check each role’s turn count and reserve candidates from the alternate pool to avoid double‑booking individuals like Zachary Taylor. If a shift’s pool shows a gap ≥ 3, automatically queue the same‑role candidates from the alternate city for the next shift rather than re‑using the same workers. Maintain a live “used‑per‑city” ledger so the system flags potential double‑bookings before confirming fills.",
"checkpoints": [
{
"after": "11:00",
"risk": "Double‑booking risk for overlapping shifts",
"hint": "For next shift, source Machine Operators from Muncie, IN (≈45 mi) to stay within bonus radius and avoid double‑booked Indianapolis staff."
},
{
"after": "16:00",
"risk": "Potential double‑booking of Zachary Taylor",
"hint": "If the next shift needs an Assembler in Indianapolis, pull a candidate from Muncie, IN (≈45 mi) – still within bonus radius – to sidestep the double‑booking issue."
}
],
"created_at": "2026-04-21T03:37:30.970Z",
"file": "2026-04-30_Pioneer_Assembly_—_Indianapolis_Plant_Expansion_1776742650970.json"
}
]
@@ -0,0 +1,98 @@
# Scenario retrospective — Pioneer Assembly — Indianapolis Plant Expansion, 2026-05-03
Executor: `kimi-k2.5` Reviewer: `qwen3:latest` Draft: `qwen2.5:latest` Overview(T3): `disabled`
Prior lessons loaded into executor context: **3** (from 2026-05-05, 2026-05-03, 2026-04-30)
## Events
| At | Kind | Role / Count | Pool | Fills | Turns | Dur(s) | Cites | Gaps |
|---|---|---|---|---|---|---|---|---|
| 07:30 | baseline_fill | Assembler × 6 | 838 | ✓ 6 | 4 | 29.4 | 19 | 5 |
| 09:30 | recurring | Quality Tech × 2 | - | ✗ 0 | 0 | 21.9 | 0 | 1 |
| 11:00 | expansion | Machine Operator × 5 | 597 | ✓ 5 | 4 | 22.0 | 18 | 5 |
| 14:00 | emergency | Machine Operator × 3 | 657 | ✓ 3 | 4 | 22.3 | 19 | 3 |
| 16:00 | misplacement | Assembler × 1 | 838 | ✓ 1 | 4 | 21.3 | 20 | 1 |
## Final roster
| Worker | Booked | Role | City, ST | Status |
|---|---|---|---|---|
| undefined Adam D. Watson | 07:30 | Assembler | Indianapolis, IN | no_show |
| undefined Jacob E. Bailey | 07:30 | Assembler | Indianapolis, IN | confirmed |
| undefined Andre C. Brooks | 07:30 | Assembler | Indianapolis, IN | confirmed |
| undefined Jeffrey Walker | 07:30 | Assembler | Indianapolis, IN | confirmed |
| undefined James S. Castillo | 07:30 | Assembler | Indianapolis, IN | confirmed |
| undefined Lauren F. Moore | 07:30 | Assembler | Indianapolis, IN | confirmed |
| undefined Alexander R. Evans | 11:00 | Machine Operator | Indianapolis, IN | confirmed |
| undefined Angela U. Ward | 11:00 | Machine Operator | Indianapolis, IN | confirmed |
| undefined Alexander P. Turner | 11:00 | Machine Operator | Indianapolis, IN | confirmed |
| undefined Christina Watson | 11:00 | Machine Operator | Indianapolis, IN | confirmed |
| undefined Amy S. Jenkins | 11:00 | Machine Operator | Indianapolis, IN | confirmed |
| undefined Alexander R. Evans | 14:00 | Machine Operator | Indianapolis, IN | confirmed |
| undefined Alexander P. Turner | 14:00 | Machine Operator | Indianapolis, IN | confirmed |
| undefined Angela U. Ward | 14:00 | Machine Operator | Indianapolis, IN | confirmed |
| undefined Adam D. Watson | 16:00 | Assembler | Indianapolis, IN | confirmed |
## Gap signals
### double_book
- **07:30** — undefined Jacob E. Bailey already booked for 07:30
- **07:30** — undefined Andre C. Brooks already booked for 07:30
- **07:30** — undefined Jeffrey Walker already booked for 07:30
- **07:30** — undefined James S. Castillo already booked for 07:30
- **07:30** — undefined Lauren F. Moore already booked for 07:30
- **11:00** — undefined Alexander R. Evans already booked for 07:30
- **11:00** — undefined Angela U. Ward already booked for 07:30
- **11:00** — undefined Alexander P. Turner already booked for 07:30
- **11:00** — undefined Christina Watson already booked for 07:30
- **11:00** — undefined Amy S. Jenkins already booked for 07:30
- **14:00** — undefined Alexander R. Evans already booked for 07:30
- **14:00** — undefined Alexander P. Turner already booked for 07:30
- **14:00** — undefined Angela U. Ward already booked for 07:30
- **16:00** — undefined Adam D. Watson already booked for 07:30
### drift_or_tool
- **09:30** — executor returned unexpected shape: {"kind":"sql","args":{"query":"SELECT worker_id, name, role, city, state, availability, reliability, skills FROM workers_500k WHERE worker_id = 41658"},"rationale":"Verify second candidate Frank G. Ro
### fairness
- _cross-event_ — Adam D. Watson (undefined) booked 14 times today
### write_through_audit
- _post-run_ — playbook_memory has 1931 entries (ran 5 events, expected ≥ 4 new entries from this run)
## Workers touched across the week
12 distinct workers made it through to a decision. Every one is accounted for below — no-shows flagged, rebookings noted, everyone visible.
| Worker ID | Name | Events | Outcome |
|---|---|---|---|
| W500K-49897 | Adam D. Watson | 07:30 baseline_fill + 16:00 misplacement | booked |
| W500K-24626 | Jacob E. Bailey | 07:30 baseline_fill | booked |
| W500K-45788 | Andre C. Brooks | 07:30 baseline_fill | booked |
| W500K-7814 | Jeffrey Walker | 07:30 baseline_fill | booked |
| W500K-47104 | James S. Castillo | 07:30 baseline_fill | booked |
| W500K-41683 | Lauren F. Moore | 07:30 baseline_fill | booked |
| W500K-34233 | Alexander R. Evans | 11:00 expansion + 14:00 emergency | booked |
| W500K-23524 | Angela U. Ward | 11:00 expansion + 14:00 emergency | booked |
| W500K-23467 | Alexander P. Turner | 11:00 expansion + 14:00 emergency | booked |
| W500K-6479 | Christina Watson | 11:00 expansion | booked |
| W500K-18400 | Amy S. Jenkins | 11:00 expansion | booked |
| undefined | Adam D. Watson | 07:30 | no_show |
## Discovered patterns (meta-index)
What the system identified across semantically-similar past fills as each event ran:
- **07:30 baseline_fill** (Assembler): Across 25 similar past playbooks (17 workers examined) · recurring certifications: Forklift (47%) · archetype mostly: communicator · reliability median 0.81 (range 0.34–1.00)
- **09:30 recurring** (Quality Tech): —
- **11:00 expansion** (Machine Operator): Across 25 similar past playbooks (18 workers examined) · archetype mostly: communicator · reliability median 0.80 (range 0.34–1.00)
- **14:00 emergency** (Machine Operator): Across 25 similar past playbooks (18 workers examined) · archetype mostly: communicator · reliability median 0.80 (range 0.34–1.00)
- **16:00 misplacement** (Assembler): Across 25 similar past playbooks (17 workers examined) · recurring certifications: Forklift (47%) · archetype mostly: reliable · reliability median 0.81 (range 0.34–1.00)
## Narrative
- 4/5 events reached consensus.
- Final roster: 15 bookings across 1 distinct workers.
- Workers touched (booked, failed, or otherwise decided): 12.
- Playbook citations across the day: 76 (proof the feedback loop fired across events).
- Dropped events: 09:30 recurring.
File diff suppressed because it is too large Load Diff
@@ -0,0 +1,122 @@
[
{
"name": "Adam D. Watson",
"booked_for": "07:30",
"role": "Assembler",
"city": "Indianapolis",
"state": "IN",
"status": "no_show"
},
{
"name": "Jacob E. Bailey",
"booked_for": "07:30",
"role": "Assembler",
"city": "Indianapolis",
"state": "IN",
"status": "confirmed"
},
{
"name": "Andre C. Brooks",
"booked_for": "07:30",
"role": "Assembler",
"city": "Indianapolis",
"state": "IN",
"status": "confirmed"
},
{
"name": "Jeffrey Walker",
"booked_for": "07:30",
"role": "Assembler",
"city": "Indianapolis",
"state": "IN",
"status": "confirmed"
},
{
"name": "James S. Castillo",
"booked_for": "07:30",
"role": "Assembler",
"city": "Indianapolis",
"state": "IN",
"status": "confirmed"
},
{
"name": "Lauren F. Moore",
"booked_for": "07:30",
"role": "Assembler",
"city": "Indianapolis",
"state": "IN",
"status": "confirmed"
},
{
"name": "Alexander R. Evans",
"booked_for": "11:00",
"role": "Machine Operator",
"city": "Indianapolis",
"state": "IN",
"status": "confirmed"
},
{
"name": "Angela U. Ward",
"booked_for": "11:00",
"role": "Machine Operator",
"city": "Indianapolis",
"state": "IN",
"status": "confirmed"
},
{
"name": "Alexander P. Turner",
"booked_for": "11:00",
"role": "Machine Operator",
"city": "Indianapolis",
"state": "IN",
"status": "confirmed"
},
{
"name": "Christina Watson",
"booked_for": "11:00",
"role": "Machine Operator",
"city": "Indianapolis",
"state": "IN",
"status": "confirmed"
},
{
"name": "Amy S. Jenkins",
"booked_for": "11:00",
"role": "Machine Operator",
"city": "Indianapolis",
"state": "IN",
"status": "confirmed"
},
{
"name": "Alexander R. Evans",
"booked_for": "14:00",
"role": "Machine Operator",
"city": "Indianapolis",
"state": "IN",
"status": "confirmed"
},
{
"name": "Alexander P. Turner",
"booked_for": "14:00",
"role": "Machine Operator",
"city": "Indianapolis",
"state": "IN",
"status": "confirmed"
},
{
"name": "Angela U. Ward",
"booked_for": "14:00",
"role": "Machine Operator",
"city": "Indianapolis",
"state": "IN",
"status": "confirmed"
},
{
"name": "Adam D. Watson",
"booked_for": "16:00",
"role": "Assembler",
"city": "Indianapolis",
"state": "IN",
"status": "confirmed"
}
]
@@ -0,0 +1,76 @@
# SMS drafts — Pioneer Assembly — Indianapolis Plant Expansion, 2026-05-03
## 07:30 baseline_fill — Assembler x6 in Indianapolis, IN
TO: Adam D. Watson
Good morning! Confirming your shift starts at 7:30 AM today. Thanks!
---
TO: Jacob E. Bailey
Morning Jacob! Please confirm you're on for 7:30 AM. Thanks!
---
TO: Andre C. Brooks
Hi Andre, just confirming your shift is at 7:30 AM. Thanks!
---
TO: Jeffrey Walker
Good morning Jeffrey! Confirming your shift starts at 7:30 AM today. Thanks!
---
TO: James S. Castillo
Morning James! Please confirm you're on for 7:30 AM. Thanks!
---
TO: Lauren F. Moore
Hi Lauren, just confirming your shift is at 7:30 AM. Thanks!
## 11:00 expansion — Machine Operator x5 in Indianapolis, IN
TO: Alexander R. Evans
Confirming your shift as Machine Operator starting at 11 PM tonight.
---
TO: Angela U. Ward
Shift confirmed for you as Machine Operator from 11 PM onwards.
---
TO: Alexander P. Turner
Your shift is confirmed as Machine Operator beginning at 11 PM.
---
TO: Christina Watson
Confirming your Machine Operator shift starts at 11 PM.
---
TO: Amy S. Jenkins
Shift confirmed for you as Machine Operator starting at 11 PM tonight.
## 14:00 emergency — Machine Operator x3 in Indianapolis, IN
TO: Alexander R. Evans
Confirming your shift as a Machine Operator starting at 14:00 PM today.
---
TO: Alexander P. Turner
Confirming your shift as a Machine Operator starting at 14:00 PM today.
---
TO: Angela U. Ward
Confirming your shift as a Machine Operator starting at 14:00 PM today.
## 16:00 misplacement — Assembler x1 in Indianapolis, IN
TO: Adam D. Watson
Hi Adam, just confirming your shift start at 16:00 PM today. Looking forward to having you on board!