Ran a real AI Operations Brief via the live ITWorx MCP Hub connector's own
MobilityOpsClient against production Fleet Ops: real operations summary, real
most-pressing vehicle, real grounded knowledge answer with citations, real
correlation IDs verified end-to-end in Fleet Ops's own audit log. No write
actions performed. Runbook and full output in
docs/final-integrations/ai-operations-brief-runbook.md.
Ran the full Playwright e2e suite against the live deployed instance and fixed
two pre-existing fragile locators unrelated to this session's feature work
(both broke because Automation now legitimately has two tables sharing the
same generic selectors, exposed by running the full suite rather than
individual files) plus one pre-existing untranslated-loanword false positive.
All specs pass.
artifacts/final-integrations/final-summary.md has the complete evidence
write-up: repository/deployment state, what was fixed vs. handed off, test
results, and known limitations stated plainly.
Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
The dashboard greeting was a fully static "Goedemorgen..." regardless of
actual time of day. New frontend/src/i18n/greeting.ts::getGreetingPeriod
is a pure, clock-injectable function resolving one of 4 periods (05:00-
11:59 morning, 12:00-17:59 afternoon, 18:00-22:59 evening, 23:00-04:59
night) against Europe/Brussels wall-clock time via
Intl.DateTimeFormat({ timeZone, hourCycle: "h23" }), which is DST-safe
by construction.
useGreetingPeriod.ts wires this into React with a 30s poll so the
greeting rolls over live while the app stays open, no reload required.
Each period now has its own greeting word and accompanying sentence in
all 3 languages (dashboard.json), replacing both the fixed "Goedemorgen"
and the fixed "Here's the fleet" follow-up sentence. Night never says
"Goedenacht" (used as a farewell, not a welcome, in Dutch).
Replace the err instanceof ApiError ? err.message : t(fallback) anti-
pattern -- which showed raw English backend text for the common case and
only used the localized fallback for the rare network-failure case -- at
all 13 call sites across 7 files.
New frontend/src/api/errorMessages.ts (describeApiError) resolves a
caught error to a localized {title, explanation, nextStep?, technical}
by checking the 32 known AppError codes first, then known HTTP statuses
(401/403/404/409/422/500), then a fully generic fallback. New
ApiErrorNotice (PageChrome.tsx) renders title/explanation/nextStep with
the raw text demoted to a "Technical details"/"Details techniques"
disclosure -- never shown as the primary message.
ApiError itself is split out of client.ts into a standalone
api/apiError.ts with no import.meta.env dependency, so errorMessages.ts
(and its tests) can be loaded outside a Vite/browser context.
Remove 7 now-stale IDENTICAL_VALUE_ALLOWLIST entries (audit.title,
auth.roleOperationsManager, auth.roleRentalEmployee,
demo.scenarios.startScenario, demo.scenarios.roles.operations_manager/
rental_employee, navigation.items.audit) now that they are genuinely
translated -- their old comments describing them as "deliberately
untranslated" were no longer true.
Add two new checks: one closing the embedded-English/Dutch-substring
blind spot the whole-string identity test structurally cannot catch (a
mid-sentence phrase surviving inside otherwise-translated prose), one
asserting no locale file contains "MobilityOps" or the word "PoC".
Role names, audit/scenario labels, and status text were previously either
left in English or only partially translated:
- auth.json/demo.json role labels actually translated (not just labelled
as translated): Operationsmanager/Verhuurmedewerker,
Responsable des operations/Collaborateur de location.
- "Audit trail" -> Auditgeschiedenis/Piste d'audit (title, column header,
and every mid-sentence occurrence across demo.json, quality.json,
returns.json -- these embedded leaks were previously invisible to the
whole-string identity check).
- "Open" (status) -> Openstaand, "Recent" -> Recentste,
"Start scenario" -> Scenario starten / Demarrer le scenario.
Matching Playwright spec text updated in the same commit so the suite
never regresses through a broken intermediate state.
Live validation on the deployed fix branch caught a real bug: every data-quality
issue's top-of-page "Evidence summary" line rendered the raw, always-English legacy
evidence.summary string unconditionally -- in all three languages -- even though the
backend has been emitting structured, localizable evidence.signals for a while
(app/services/data_quality.py already documented this exact intent). The frontend
side of that conversion was never finished.
- DataQualityIssueDetail.tsx now renders evidence.signals through the operator's
locale as the primary summary; the raw evidence.summary string is only visible
inside "Technical details" (via the existing EvidenceDisclosure JSON dump).
- The four DQ-DEMO-* seed rows that anchor the guided demo's scripted scenarios now
carry real, accurate signals computed at seed time (duplicate-customer's similarity
score is the actual SequenceMatcher ratio on the seeded names, not invented) instead
of only a legacy English sentence.
- Rows with no structured signals (generic filler seed data) fall back to the raw
text rather than showing a blank summary; the one known placeholder string gets its
own localized rendering so it never displays as English filler either.
- New regression test: the vehicle_status_conflict evidence summary must show
localized text and must never contain the specific raw English sentence that was
live-visible before this fix, in all 3 languages.
151 backend tests, Ruff, mypy green; full local Playwright suite green (a couple of
sequential-run-only flakes, both confirmed to pass in isolation and unrelated to this
change).
Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
- fleet-ops-correction.spec.ts: opens every main route in all 3 languages, asserting
no console errors, correct html[lang], and a real non-empty page heading (key parity
across locale files is already proven structurally elsewhere, so this focuses on what
only a live render can catch).
- i18n-coverage.spec.ts: a static scan for hardcoded JSX text bypassing t(...). A naive
`>text<` regex falsely flagged TypeScript generics everywhere (`useState<string |
null>(null)` was read as a "JSX tag" spanning to the next unrelated `>`) -- fixed by
requiring the closing tag name to backreference the opening one
(`<Tag>...</Tag>`), which generics can never satisfy. Verified against both false
positives (passes clean on the current codebase) and false negatives (deliberately
injected and reverted a hardcoded string to confirm it's caught).
Known pre-existing flake (unrelated to this branch, not touched by it): "logout
invalidates the server session so a refresh returns to login" in
interactive-elements.spec.ts occasionally fails only in the full sequential run,
never in isolation -- AuthContext.logout() clears local state and redirects before
awaiting the server-side cookie-clearing POST, a narrow race no human interaction
speed would ever hit. Noted as a known limitation, not fixed (out of this branch's
scope).
Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
Adds aria-live="polite" to the status-conflict panel (matching the existing
resolved-issue success-panel convention) so the applied-status confirmation is
announced to screen readers, and a Playwright test covering: keyboard-only
activation of both the "Review recommendation" and "Change status to X" actions,
reduced-motion emulation, and that status is never conveyed by colour alone (the
badge always carries its own localized text).
Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
New frontend/e2e/fleet-ops-correction.spec.ts covers section 12 of the brief:
branding (Fleet Ops visible, no MobilityOps/PoC leaks, in all 3 languages), the
language switcher persisting across reload, the full status-recommendation flow
(non-mutating preview, exact-status confirm button, manual review with no apply
button, stale-token rejection), MO-016 order independence at the browser level, the
knowledge base grounding the exact brief question in its own language, and localized
audit/automation content with raw codes only under "Technical details".
Writing these tests surfaced two real bugs:
- DataQualityIssueDetail.tsx conflated "no conflict" with "manual review required"
because both carry safe_to_apply: false (a no_conflict recommendation has nothing to
apply, so it's trivially "not safe to apply" without being unsafe). This showed a
false "manual review required" panel for MO-016 after its overlap was resolved,
instead of the correct "no change needed" state. Fixed by keying the branch on
manual_review_required alone.
- test_mo_016_status_conflict_recommendation_is_order_independent never actually
exercised MO-016: _first_open() returned whichever vehicle_status_conflict issue was
most recently detected (there are ~14 open after a reset), not necessarily
DQ-DEMO-STATUS, so the test's MO-016 assertions were trivially true regardless of
what the code under test did. Added _first_open_for_vehicle() and rewrote the test
to explicitly target MO-016, and to assert the behaviour order independence actually
requires: resolving the overlap first must correctly leave nothing to apply (the
vehicle already matches the facts), not literally the same end status as resolving
the conflict first.
151 backend tests, Ruff, mypy green; full 108-test Playwright suite green (two
transient, non-reproducible flakes confirmed to pass in isolation and unrelated to
this change).
Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
Two specs still exercised the old single-button "calculate and apply" flow and asserted
on the raw English return-status reason that is now shown as localized primary text
with the raw code moved behind "Technical details". Updated both to match the new
review/decide/confirm status panel and the reason-code UI.
Full 94-test Playwright suite green against the rebuilt web+api stack.
Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
- Add a single shared, pure vehicle-status evaluator (app/services/vehicle_status.py)
used identically by the data-quality scanner, a new non-mutating status-recommendation
preview endpoint, and a transactional apply endpoint with optimistic-concurrency token
revalidation -- eliminates the old opaque "calculate and apply" action and the unsafe
"maintenance + active booking -> auto rented" shortcut. Frontend
DataQualityIssueDetail.tsx now shows a review/decide/confirm panel with localized
why/evidence/consequence text in nl-BE/en-GB/fr-BE, with an exact "Change status to
<status>" confirm action per the brief.
- Fix MO-016 issue-order dependency: resolving the booking-overlap issue before vs.
after the status-conflict issue now converges on the same final vehicle status,
proven by test_mo_016_status_conflict_recommendation_is_order_independent.
- Make "Fleet Ops" a non-localizable brand constant (frontend/src/product.ts,
backend PRODUCT_NAME) via {{productName}} interpolation everywhere the brand name
appeared in locale prose; add a permanent test guarding against a translation file
ever defining the brand name or an "appName" key again.
- Convert dynamic backend prose to stable message codes + params: return status
reasons, audit field/actor-type labels, automation last_error, and search
section/vehicle/booking/issue results all now carry codes the frontend localizes,
with raw technical text demoted to a "Technical details" disclosure.
- docs/fleet-ops-correction/: gap audit, i18n inventory, and the vehicle-status
decision table documenting the evaluator's rules and safe-status principles.
148 backend tests + Ruff + mypy green; Alembic migration verified upgrade/downgrade;
frontend tsc/build and the i18n-coverage Playwright suite green.
Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
The 420px "compact topbar" breakpoint left a gap: at 421-440px the demo-guide trigger,
badge, operator block and logout button together overflowed the viewport (introduced by
this session's language-switcher addition). Widen the breakpoint to 440px.
Adds a dedicated Playwright spec asserting no horizontal overflow across the brief's full
7-breakpoint matrix (1440x1000 down to 360x800) in all three supported languages.
Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
Rebrands the product from MobilityOps to Fleet Ops across the UI, backend defaults and
knowledge base, and makes nl-BE/en-GB/fr-BE full first-class languages: i18next with
eager-bundled per-namespace resources, a persisted accessible language switcher (topbar
and mobile drawer), locale-aware date/number formatting, and a coverage test that fails
the build on any missing or empty translation key.
Backend dynamic content (demo scenarios, blocked-reason text, integration status) moves
from fixed English/Dutch prose to stable message codes + params so the frontend can
localize it; the demo knowledge base gains a fully translated NL/EN/FR procedure corpus
(11 documents each) with per-language retrieval and localized evidence-state messages.
The Demo Guide becomes breakpoint-adaptive: a docked rail on extra-wide desktop, a
floating panel that auto-collapses to a persistent, closable progress chip on standard
desktop/tablet, and a collapsed/half/full bottom sheet on mobile -- with scroll+focus+
highlight on "go to this step", Escape handling, and reduced-motion support.
The Data Quality Workbench gets accessible choice-card decisions with a clear primary/
secondary/tertiary action hierarchy; the Automation ledger groups repeated successes and
uses meaningful short refs; the Audit trail groups events by correlation id with human
action labels and readable before/after diffs. Attention Queue, Today's movements,
Vehicles, Bookings and Data Quality rows are fully clickable (stretched-link pattern)
with independent secondary links, keyboard support and mobile touch targets.
Fixes a topbar overflow on mobile caused by the new language switcher (moved into the
mobile drawer at <=960px) and two dangling aria-labelledby references introduced this
session. Updates all affected Playwright specs for the new nl-BE default and the new
Audit/DemoGuide DOM structure, and adds new i18n-coverage, demo-guide-adaptive and
clickable-rows specs. 131 backend tests, Ruff and mypy, and 71 Playwright tests pass.
Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
Adds one comprehensive Playwright test that walks a fresh Operations
Manager session through all 8 Demo Guide steps performing the real
action at each one, then restores the environment. Writing it surfaced
a real desktop layout bug: the Demo Guide's fixed side panel overlapped
main content with no reflow, making the return form's "Review return"
button unclickable while the guide was open at ordinary viewport widths.
Fixed by reserving layout space via a guide-open class. Also adds mobile
bottom-sheet, keyboard-reachability, and console-error checks.
Fixes a real honesty bug in Knowledge.tsx (body copy named "RAGcore" while
the active provider is the demo one) and a second real bug discovered
while fixing it: the brief's suggested Dutch questions would silently
return "insufficient evidence" against the English-only demo knowledge
base -- verified empirically and fixed by keeping suggested questions in
English. The return flow now pre-fills the odometer-regression scenario's
suspicious reading instead of asking a visitor to invent one, and links
to automation/audit after committing. Data-quality issues get a shared
plain-language "what's wrong / why it matters" explainer per rule type,
a post-resolution confirmation with audit/vehicle links, and a "demo
scenario's only" list filter. Also fixes a real async race where the
odometer pre-fill could clobber text a visitor had already started typing.
Two demo-guide.spec.ts tests navigated straight to /scenarios right after
clicking a login button without waiting for the /dashboard redirect to
settle first. This raced harmlessly on localhost but flaked against the
higher-latency Unraid deployment, hitting RequireAuth before the session
was confirmed.
Adds a compact "Probeer een demonstratiescenario" page listing the 5 named
scenarios with live readiness from the manifest, plus a Demo Guide side
panel (bottom sheet on mobile) that walks an Operations Manager through
all 8 steps with per-step context, live-resolved routes, sessionStorage
progress, and a "Demo opnieuw voorbereiden" restart. Login's guided-demo
CTA now actually opens the guide. Fixes a real mobile topbar overflow the
new guide trigger introduced.
Adds GET /api/v1/demo/manifest as a single source of truth for the demo's
fictional org identity (Northstar Mobility -- surfacing the project's
already-locked tenant name), synthetic-data/reset state, and live scenario
readiness. Rewrites the login screen in Dutch with an honest, no-password
demo entry and a guided-demo entry point, replaces the loud full-width
demo banner with a subtle badge + popover, and adds a compact About page
explaining what's real vs. synthetic vs. not yet connected.
Add a "Reset demo data" action to the sidebar (Operations Manager only,
explicit confirmation, progress, error handling) -- POST /api/v1/demo/reset
already existed and was already role-gated server-side, but had no UI
trigger. Reset invalidates the acting session server-side, so the flow
signs the user out and returns them to login afterward.
Wire the new GET /api/v1/integrations/status into Automation.tsx and
Dashboard.tsx so both show the aggregate n8n state instead of the most
recent event's status, and the MCP Hub card reflects the actual
registration_enabled setting instead of a hardcoded "not configured" label.
Two new endpoints. GET /api/v1/search returns bounded typed results
(vehicle, booking, data-quality-issue, application section) instead of the
frontend guessing routes from regex patterns against public-ref prefixes;
data-quality and manager-only sections are filtered server-side by role,
and customers are deliberately never returned since no customer detail
route exists in this PoC.
GET /api/v1/integrations/status aggregates outbox delivery counts
(pending/delivering/succeeded/failed) into a single truthful n8n state
(disabled/unavailable/degraded/operational/no_evidence) instead of the UI
showing whichever status the single most recent event happened to be in --
a vehicle_status_conflict-style bug where one stale failure or one lucky
success could misreport the dispatcher's actual health.
Also fixes a real config gap this surfaced: MCP_HUB_REGISTRATION_ENABLED
was documented in .env.example but had no corresponding Settings field, so
it was silently ignored by pydantic-settings' extra="ignore" and never
actually read anywhere in the codebase.
DataQualityIssueDetail showed raw JSON as the primary interface for four of
five rule types, with no resolution surface beyond generic defer/reject.
Add a bounded panel per rule type (provide missing fields, retain/correct
an odometer reading, block one of two overlapping bookings, apply the
recommended vehicle status) wired to the new backend endpoints, and move
raw evidence behind a <details> disclosure. Add a "Run quality scan" action
to the workbench (confirmation, progress, per-rule result counts, auto
refresh) -- the endpoint already existed but had no UI trigger.
audit_events already stored before_json/after_json, but the API and UI only
ever surfaced metadata -- the audit trail could say something happened but
never show what changed. Add before/after to AuditEventOut, resolve a safe
entity_ref/entity_link for vehicle/booking/data-quality-issue entities
(customer stays label-only; no customer detail route exists in this PoC),
and render a human-readable change summary in the UI with the raw
before/after/metadata JSON kept behind a <details> disclosure rather than
shown by default.
The return-review step predicted operational consequences independently in
the frontend, and got it wrong: damage or a technical warning was described
as routing to "maintenance" when the actual domain rule (returns.py) routes
it to "blocked", and the no-contradiction case was described as becoming
"available" when the vehicle actually always goes to "cleaning" first
(only reaching "maintenance" if the service threshold was crossed).
Extract the evaluation returns.py already performed inline into a pure
evaluate_return() function with no writes -- resulting status (with an
explanation), odometer regression, would-create-quality-issue,
next-booking-risk -- and share it between a new non-mutating
POST /bookings/{ref}/return-preview endpoint and the existing commit path,
so preview and commit can never drift apart again. The result screen also
now distinguishes local commit success from n8n delivery (still queued/
unconfirmed) instead of implying both succeeded, and links to any created
quality issue for Operations Manager.
demo.spec.ts, ui-redesign.spec.ts and interactive-elements.spec.ts all
hardcoded an absolute http://localhost:8128 base for their demo-reset
helpers, which silently pointed at the local dev API even when the suite
was pointed at a different target via MOBILITYOPS_PUBLIC_URL -- discovered
while running the suite against the actual Unraid deployment, where the
reset call kept hitting the local machine instead of the server and left
BK-DEMO-RETURN in whatever state a prior run had left it. Use relative
paths so the request fixture's configured baseURL is honoured everywhere.
Add Playwright coverage for the fixes in this batch: vehicle search actually
changes the rendered rows, booking pagination stays within 25 rows and page
2 differs from page 1, session survives a refresh, logout invalidates the
server session, direct navigation without a session redirects to login, and
Rental Employee is blocked from manager-only pages both in the UI (hidden
nav, restricted message) and directly against the API (403).
Ran a dedicated post-M7 release-readiness audit. Found and fixed the one real gap: mypy
was a declared dev dependency but had never been run in any milestone's validation loop.
Fixed all 43 pre-existing type errors it surfaced, including two genuine defensive-
programming gaps (unguarded Optional vehicle/customer lookups that could have crashed
with unhandled 500s instead of clean 404/401 responses) rather than suppressing them.
make lint now runs ruff + mypy; mypy reports zero errors across 44 source files.
Re-verified end to end against a genuinely wiped-volumes clean checkout: automatic
migrations, deterministic seed, 66/66 backend tests, and the full user-journey matrix
(login, dashboard, vehicle/booking detail, return workflow, invalid-mileage rejection,
data-quality review, duplicate-customer merge, audit trail, Knowledge Assistant, n8n,
MCP Hub) via curl and Playwright.
Live-verified both external-dependency degraded modes, not just unit tests: stopped n8n
mid-flow and confirmed a return still commits with the outbox event staying pending and
retrying with backoff, then self-healing to succeeded with zero manual intervention once
n8n came back; verified RAGcore's unavailable-degradation path against an unreachable
host. Added frontend/e2e/interactive-elements.spec.ts (11 tests covering every nav item,
filter, tab, and role boundary) alongside the existing demo script test — 12/12 e2e tests
passing.
Verified no secrets are committed (.env never tracked, clean git history scan) and
.env.example covers every operator-configurable setting. Confirmed no placeholders,
TODOs, fake responses, hardcoded metrics, or dead routes anywhere in the codebase.
Updated README.md with an honest integration-status section and PROJECT_STATE.md with
the full audit findings. Added artifacts/final-acceptance/summary.md as the authoritative
final evidence document (commands, results, URLs, demo access, integration status per
external dependency, known limitations, deployment instructions, five-minute demo flow).
Automated migrations on container startup (backend/entrypoint.sh), scripted n8n workflow activation (make n8n-setup), Playwright E2E test covering the full 9-step demo script (verified passing against the live stack, including the previously-unverified 360px responsive layout), evidence screenshots of all main pages, architecture diagram, and artifacts/evidence/final-summary.md with commit/commands/test counts/RAGcore and n8n evidence/MCP sample calls/known limitations/portfolio wording. Verified the complete clean-checkout path from a genuinely wiped-volumes state: automatic migrations, seed, 66 backend tests passing, and a live S1 return round-tripped through a freshly-activated n8n instance. Added .gitattributes to force LF line endings on shell scripts, preventing a real cross-platform breakage of entrypoint.sh's shebang.
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