merge: fix recheck slot datetime parsing

- Add global htmx:confirm handler in base_admin.html that intercepts
  hx-confirm attributes and shows #confirm-dialog instead of window.confirm()
- Convert 4 pipeline HTMX buttons (Run Transform, Run Export, Run Full
  Pipeline, Run extractor) from onclick+confirm() to hx-confirm
- Convert 4 affiliate form/list delete buttons from onclick+confirm()
  to confirmAction() via event.preventDefault()
- Add scrollbar-width:none + ::-webkit-scrollbar{display:none} to
  .pipeline-tabs to suppress spurious horizontal scrollbar

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

.env.dev.sops

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.env.prod.sops

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.gitlab-ci.yml

@@ -1,31 +0,0 @@
-stages:
-  - test
-  - tag
-
-test:
-  stage: test
-  image: python:3.12-slim
-  before_script:
-    - pip install uv
-  script:
-    - uv sync
-    - uv run pytest web/tests/ -x -q -p no:faulthandler
-    - uv run ruff check web/src/ web/tests/
-  rules:
-    - if: $CI_COMMIT_BRANCH == "master"
-    - if: $CI_PIPELINE_SOURCE == "merge_request_event"
-
-tag:
-  stage: tag
-  image:
-    name: alpine/git
-    entrypoint: [""]
-  script:
-    - git tag "v${CI_PIPELINE_IID}"
-    - git push "https://gitlab-ci-token:${CI_JOB_TOKEN}@${CI_SERVER_HOST}/${CI_PROJECT_PATH}.git" "v${CI_PIPELINE_IID}"
-  rules:
-    - if: $CI_COMMIT_BRANCH == "master"
-
-# Deployment is handled by the on-server supervisor (src/padelnomics/supervisor.py).
-# It polls git every 60s, fetches tags, and deploys only when a new passing tag exists.
-# No CI secrets needed — zero SSH keys, zero deploy credentials.

CHANGELOG.md

@@ -6,7 +6,13 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/).
 
 ## [Unreleased]
 
+### Changed
+- **Admin: styled confirm dialog for all destructive actions** — replaced all native `window.confirm()` calls with the existing `#confirm-dialog` styled `<dialog>`. A new global `htmx:confirm` handler intercepts HTMX confirmation prompts and shows the dialog; form-submit buttons on affiliate pages were updated to use `confirmAction()`. Affected: pipeline Transform tab (Run Transform, Run Export, Run Full Pipeline), pipeline Overview tab (Run extractor), affiliate product delete, affiliate program delete (both form and list variants).
+- **Pipeline tabs: no scrollbar** — added `scrollbar-width: none` and `::-webkit-scrollbar { display: none }` to `.pipeline-tabs` to suppress the spurious horizontal scrollbar on narrow viewports.
+
 ### Fixed
+- **Stale-tier failures no longer exhaust the next proxy tier** — with parallel workers, threads that fetched a proxy just before tier escalation reported failures after the tier changed, immediately blowing through the new tier's circuit breaker before it ever got tried (Rayobyte was skipped entirely). `record_failure(proxy_url)` now checks which tier the proxy belongs to and ignores the circuit breaker when the proxy is from an already-escalated tier.
+
 - **Proxy URL scheme validation in `load_proxy_tiers()`** — URLs in `PROXY_URLS_DATACENTER` / `PROXY_URLS_RESIDENTIAL` that are missing an `http://` or `https://` scheme are now logged as a warning and skipped, rather than being passed through and causing SSL handshake failures or connection errors at request time. Also fixed a missing `http://` prefix in the dev `.env` `PROXY_URLS_DATACENTER` entry.
 
 ### Changed
@@ -17,6 +23,13 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/).
   - `web/tests/test_supervisor.py`: 11 new tests in `TestTieredCyclerDeadProxyTracking` covering dead proxy skipping, auto-escalation, `dead_proxy_count`, backward compat, and thread safety
 
 ### Added
+- **Visual upgrades for longform articles** — 4 reusable CSS article components added to `input.css` and applied across 6 cornerstone articles (EN + DE):
+  - `article-timeline`: horizontal numbered phase diagram with connecting lines; collapses to vertical stack on mobile. Replaces ASCII art code blocks in build guide articles.
+  - `article-callout` (warning/tip/info variants): left-bordered callout box with icon, title, and body. Replaces `>` blockquotes and bold-text warnings in build and risk guides.
+  - `article-cards`: 2-column card grid with colored accent bars (success/failure/neutral/established/growth/emerging). Replaces sequential bold-text pattern paragraphs in build, risk, and location guides.
+  - `severity` pills: inline colored badge for High/Medium-High/Medium/Low-Medium/Low. Applied to risk overview tables in both risk guide articles.
+  - Articles updated: `padel-hall-build-guide-en`, `padel-halle-bauen-de`, `padel-hall-investment-risks-en`, `padel-halle-risiken-de`, `padel-hall-location-guide-en`, `padel-standort-analyse-de`
+
 - **Pipeline Transform tab + live extraction status** — new "Transform" tab in the pipeline admin with status cards for SQLMesh transform and export-serving tasks, a "Run Full Pipeline" button, and a recent run history table. The Overview tab now auto-polls every 5 s while an extraction task is pending and stops automatically when quiet. Per-extractor "Run" buttons use HTMX in-place updates instead of redirects. The header "Run Pipeline" button now enqueues the full ELT pipeline (extract → transform → export) instead of extraction only. Three new worker task handlers: `run_transform` (sqlmesh plan prod --auto-apply, 2 h timeout), `run_export` (export_serving.py, 10 min timeout), `run_pipeline` (sequential, stops on first failure). Concurrency guard prevents double-enqueuing the same step.
   - `web/src/padelnomics/worker.py`: `handle_run_transform`, `handle_run_export`, `handle_run_pipeline`
   - `web/src/padelnomics/admin/pipeline_routes.py`: `_render_overview_partial()`, `_fetch_pipeline_tasks()`, `_format_duration()`, `pipeline_transform()`, `pipeline_trigger_transform()`; `pipeline_trigger_extract()` now HTMX-aware

data/content/articles/padel-hall-build-guide-en.md

@@ -17,15 +17,48 @@ This guide walks through all five phases and 23 steps between your initial marke
 
 ## The 5 Phases at a Glance
 
-```
-Phase 1          Phase 2          Phase 3          Phase 4         Phase 5
-Feasibility   →  Planning &    →  Construction  →  Pre-         →  Operations &
-& Concept        Design           / Conversion      Opening         Optimization
-
-Month 1–3        Month 3–6        Month 6–12        Month 10–13     Ongoing
-
-Steps 1–5        Steps 6–11       Steps 12–16       Steps 17–20     Steps 21–23
-```
+<div class="article-timeline">
+  <div class="article-timeline__phase">
+    <div class="article-timeline__num">1</div>
+    <div class="article-timeline__card">
+      <div class="article-timeline__title">Feasibility &amp; Concept</div>
+      <div class="article-timeline__subtitle">Market research, concept, site scouting</div>
+      <div class="article-timeline__meta">Month 1–3 · Steps 1–5</div>
+    </div>
+  </div>
+  <div class="article-timeline__phase">
+    <div class="article-timeline__num">2</div>
+    <div class="article-timeline__card">
+      <div class="article-timeline__title">Planning &amp; Design</div>
+      <div class="article-timeline__subtitle">Architect, permits, financing</div>
+      <div class="article-timeline__meta">Month 3–6 · Steps 6–11</div>
+    </div>
+  </div>
+  <div class="article-timeline__phase">
+    <div class="article-timeline__num">3</div>
+    <div class="article-timeline__card">
+      <div class="article-timeline__title">Construction</div>
+      <div class="article-timeline__subtitle">Build, courts, IT systems</div>
+      <div class="article-timeline__meta">Month 6–12 · Steps 12–16</div>
+    </div>
+  </div>
+  <div class="article-timeline__phase">
+    <div class="article-timeline__num">4</div>
+    <div class="article-timeline__card">
+      <div class="article-timeline__title">Pre-Opening</div>
+      <div class="article-timeline__subtitle">Hiring, marketing, soft launch</div>
+      <div class="article-timeline__meta">Month 10–13 · Steps 17–20</div>
+    </div>
+  </div>
+  <div class="article-timeline__phase">
+    <div class="article-timeline__num">5</div>
+    <div class="article-timeline__card">
+      <div class="article-timeline__title">Operations</div>
+      <div class="article-timeline__subtitle">Revenue streams, optimization</div>
+      <div class="article-timeline__meta">Ongoing · Steps 21–23</div>
+    </div>
+  </div>
+</div>
 
 ---
 
@@ -105,7 +138,12 @@ Deliverables from this phase:
 - **MEP design (mechanical, electrical, plumbing):** Heating, ventilation, air conditioning, electrical, drainage — typically the most expensive trade package in a sports hall conversion
 - **Fire safety strategy**
 
-> **The most expensive planning mistake in padel hall builds:** underestimating HVAC complexity and budget. Large indoor courts need precise temperature and humidity control — not just for player comfort, but for playing surface longevity and air quality. Courts installed in a poorly climate-controlled building will degrade faster and generate complaints. Budget for it properly from the start, not as a value-engineering target.
+<div class="article-callout article-callout--warning">
+  <div class="article-callout__body">
+    <span class="article-callout__title">The most expensive planning mistake in padel hall builds</span>
+    <p>Underestimating HVAC complexity and budget. Large indoor courts need precise temperature and humidity control — not just for player comfort, but for playing surface longevity and air quality. Courts installed in a poorly climate-controlled building will degrade faster and generate complaints. Budget for it properly from the start, not as a value-engineering target.</p>
+  </div>
+</div>
 
 ### Step 8: Court Supplier Selection
 
@@ -160,7 +198,12 @@ Courts are installed after the building envelope is weathertight. This is a hard
 
 Glass panels, artificial turf, and court metalwork must not be exposed to construction dust, moisture, and site traffic. Projects that try to accelerate schedules by installing courts before the building is properly enclosed regularly end up with surface contamination, glass damage, and voided manufacturer warranties.
 
-> **The most common construction mistake on padel hall projects:** rushing court installation sequencing under schedule pressure. The pressure to hit an opening date is real — but installing courts into an unenclosed building is one of the most reliable ways to add cost and delay, not reduce them. Hold the sequence.
+<div class="article-callout article-callout--warning">
+  <div class="article-callout__body">
+    <span class="article-callout__title">The most common construction mistake on padel hall projects</span>
+    <p>Rushing court installation sequencing under schedule pressure. The pressure to hit an opening date is real — but installing courts into an unenclosed building is one of the most reliable ways to add cost and delay, not reduce them. Hold the sequence.</p>
+  </div>
+</div>
 
 Allow two to four weeks for court installation per batch, depending on the manufacturer's crew capacity. Build this explicitly into your master program.
 
@@ -174,7 +217,12 @@ Decide early: which booking platform, which point-of-sale system, and whether yo
 
 Access control systems must be coordinated with the electrical design. Adding them in the final stages of construction is possible but costs more.
 
-> **The most common pre-opening mistake:** the booking system isn't fully configured, tested, and working on day one. A broken booking flow, failed test payments, or a QR code that leads to an error page on opening day kills your launch momentum in a way that's difficult to recover from. Test the system end-to-end — including real bookings, real payments, and real cancellations — two to four weeks before opening.
+<div class="article-callout article-callout--warning">
+  <div class="article-callout__body">
+    <span class="article-callout__title">The most common pre-opening mistake</span>
+    <p>The booking system isn't fully configured, tested, and working on day one. A broken booking flow, failed test payments, or a QR code that leads to an error page on opening day kills your launch momentum in a way that's difficult to recover from. Test the system end-to-end — including real bookings, real payments, and real cancellations — two to four weeks before opening.</p>
+  </div>
+</div>
 
 ### Step 16: Inspections and Certifications
 
@@ -248,13 +296,36 @@ Court bookings are your core revenue, but rarely your only opportunity:
 
 Patterns emerge when you observe padel hall projects across a market over time.
 
-**Projects that go over budget** almost always cut at the wrong place early — too little HVAC budget, no construction contingency, a cheap general contractor without adequate contractual protection. The savings on the way in become much larger costs on the way out.
-
-**Projects that slip their schedule** consistently underestimate the regulatory process. Permits, noise assessments, and change-of-use applications take time that money cannot buy once you've started too late. Start conversations with authorities before you need the approvals, not when you need them.
-
-**Projects that open weakly** started marketing too late and tested the booking system too late. An empty calendar on day one and a broken booking page create impressions that stick longer than the opening week.
-
-**Projects that succeed long-term** treat all three phases — planning, build, and opening — with equal rigor, and invest early and consistently in community and repeat customers.
+<div class="article-cards">
+  <div class="article-card article-card--failure">
+    <div class="article-card__accent"></div>
+    <div class="article-card__inner">
+      <span class="article-card__title">Projects that go over budget</span>
+      <p class="article-card__body">Almost always cut at the wrong place early — too little HVAC budget, no construction contingency, a cheap general contractor without adequate contractual protection. The savings on the way in become much larger costs on the way out.</p>
+    </div>
+  </div>
+  <div class="article-card article-card--failure">
+    <div class="article-card__accent"></div>
+    <div class="article-card__inner">
+      <span class="article-card__title">Projects that slip their schedule</span>
+      <p class="article-card__body">Consistently underestimate the regulatory process. Permits, noise assessments, and change-of-use applications take time that money cannot buy once you've started too late. Start conversations with authorities before you need the approvals.</p>
+    </div>
+  </div>
+  <div class="article-card article-card--failure">
+    <div class="article-card__accent"></div>
+    <div class="article-card__inner">
+      <span class="article-card__title">Projects that open weakly</span>
+      <p class="article-card__body">Started marketing too late and tested the booking system too late. An empty calendar on day one and a broken booking page create impressions that stick longer than the opening week.</p>
+    </div>
+  </div>
+  <div class="article-card article-card--success">
+    <div class="article-card__accent"></div>
+    <div class="article-card__inner">
+      <span class="article-card__title">Projects that succeed long-term</span>
+      <p class="article-card__body">Treat all three phases — planning, build, and opening — with equal rigor, and invest early and consistently in community and repeat customers.</p>
+    </div>
+  </div>
+</div>
 
 Building a padel hall is complex, but it is a solved problem. The failures are nearly always the same failures. So are the successes.
 

data/content/articles/padel-hall-investment-risks-en.md

@@ -21,20 +21,20 @@ This article covers the 14 risks that don't get enough airtime in investor discu
 
 | # | Risk | Category | Severity |
 |---|------|----------|----------|
-| 1 | Trend / fad risk | Strategic | High |
-| 2 | Construction cost overruns | Construction & Development | High |
-| 3 | Construction delays | Construction & Development | High |
-| 4 | Landlord risk: sale, insolvency, non-renewal | Property & Lease | High |
-| 5 | New competitor in your catchment | Competition | Medium–High |
-| 6 | Key-person dependency | Operations | Medium |
-| 7 | Staff retention and wage pressure | Operations | Medium |
-| 8 | Court surface and maintenance cycles | Operations | Medium |
-| 9 | Energy price volatility | Financial | Medium |
-| 10 | Interest rate risk | Financial | Medium |
-| 11 | Personal guarantee exposure | Financial | High |
-| 12 | Customer concentration | Financial | Medium |
-| 13 | Noise complaints and regulatory restrictions | Regulatory & Legal | Medium |
-| 14 | Booking platform dependency | Regulatory & Legal | Low–Medium |
+| 1 | Trend / fad risk | Strategic | <span class="severity severity--high">High</span> |
+| 2 | Construction cost overruns | Construction & Development | <span class="severity severity--high">High</span> |
+| 3 | Construction delays | Construction & Development | <span class="severity severity--high">High</span> |
+| 4 | Landlord risk: sale, insolvency, non-renewal | Property & Lease | <span class="severity severity--high">High</span> |
+| 5 | New competitor in your catchment | Competition | <span class="severity severity--medium-high">Medium–High</span> |
+| 6 | Key-person dependency | Operations | <span class="severity severity--medium">Medium</span> |
+| 7 | Staff retention and wage pressure | Operations | <span class="severity severity--medium">Medium</span> |
+| 8 | Court surface and maintenance cycles | Operations | <span class="severity severity--medium">Medium</span> |
+| 9 | Energy price volatility | Financial | <span class="severity severity--medium">Medium</span> |
+| 10 | Interest rate risk | Financial | <span class="severity severity--medium">Medium</span> |
+| 11 | Personal guarantee exposure | Financial | <span class="severity severity--high">High</span> |
+| 12 | Customer concentration | Financial | <span class="severity severity--medium">Medium</span> |
+| 13 | Noise complaints and regulatory restrictions | Regulatory & Legal | <span class="severity severity--medium">Medium</span> |
+| 14 | Booking platform dependency | Regulatory & Legal | <span class="severity severity--low-medium">Low–Medium</span> |
 
 ---
 
@@ -137,9 +137,12 @@ Your costs will increase three to five percent per year. Whether you can pass th
 
 ## The Risk No One Talks About: Personal Guarantees
 
-**This section gets skipped in almost every padel hall investment conversation. That's a serious mistake.**
-
-Banks financing a single-asset leisure facility without corporate backing will almost universally require personal guarantees from the principal shareholders. Not as an unusual request — as standard terms for this type of deal.
+<div class="article-callout article-callout--warning">
+  <div class="article-callout__body">
+    <span class="article-callout__title">This section gets skipped in almost every padel hall investment conversation. That's a serious mistake.</span>
+    <p>Banks financing a single-asset leisure facility without corporate backing will almost universally require personal guarantees from the principal shareholders. Not as an unusual request — as standard terms for this type of deal.</p>
+  </div>
+</div>
 
 Here is what that means in practice:
 
@@ -180,13 +183,36 @@ Building a parallel booking capability — even a simple direct booking option
 
 The investors who succeed long-term in padel aren't the ones who found a risk-free opportunity. There isn't one. They're the ones who went in with their eyes open.
 
-**They modeled the bad scenarios before assuming the good ones.** A business plan that shows only the base case isn't a planning tool — it's wishful thinking. Explicit downside modeling — 40% utilization, six-month delay, new competitor in year three — is the baseline, not an optional exercise.
-
-**They built structural buffers into the plan.** Liquid reserves covering at least six months of fixed costs. Construction contingency treated as a budget line, not a hedge. These aren't comfort margins; they're operational requirements.
-
-**They got the contractual foundations right from the start.** Lease terms. Financing conditions. Guarantee scope. The cost of good legal and financial advice at the planning stage is trivial relative to the downside exposure it addresses.
-
-**They planned for competition.** Not by hoping it wouldn't come, but by building a product — community, quality, service — that gives existing customers a reason to stay when someone cheaper opens nearby.
+<div class="article-cards">
+  <div class="article-card article-card--success">
+    <div class="article-card__accent"></div>
+    <div class="article-card__inner">
+      <span class="article-card__title">Model the bad scenarios first</span>
+      <p class="article-card__body">A business plan showing only the base case isn't a planning tool — it's wishful thinking. Explicit downside modeling — 40% utilization, six-month delay, new competitor in year three — is the baseline, not an optional exercise.</p>
+    </div>
+  </div>
+  <div class="article-card article-card--success">
+    <div class="article-card__accent"></div>
+    <div class="article-card__inner">
+      <span class="article-card__title">Build structural buffers in</span>
+      <p class="article-card__body">Liquid reserves covering at least six months of fixed costs. Construction contingency treated as a budget line, not a hedge. These aren't comfort margins; they're operational requirements.</p>
+    </div>
+  </div>
+  <div class="article-card article-card--success">
+    <div class="article-card__accent"></div>
+    <div class="article-card__inner">
+      <span class="article-card__title">Get the contractual foundations right</span>
+      <p class="article-card__body">Lease terms. Financing conditions. Guarantee scope. The cost of good legal and financial advice at the planning stage is trivial relative to the downside exposure it addresses.</p>
+    </div>
+  </div>
+  <div class="article-card article-card--success">
+    <div class="article-card__accent"></div>
+    <div class="article-card__inner">
+      <span class="article-card__title">Plan for competition</span>
+      <p class="article-card__body">Not by hoping it won't come, but by building a product — community, quality, service — that gives existing customers a reason to stay when someone cheaper opens nearby.</p>
+    </div>
+  </div>
+</div>
 
 ---
 

data/content/articles/padel-hall-location-guide-en.md

@@ -148,11 +148,29 @@ The matrix also reveals where trade-offs are being made explicitly, which makes
 
 The 8 criteria above evaluate specific sites. But before shortlisting sites, it is worth stepping back to read the stage of the overall market — because the right operational strategy differs fundamentally depending on where a city sits in its padel development cycle.
 
-**Established markets**: Booking platforms show consistent peak-hour sell-out across most venues. Waiting lists are common. Demand is validated beyond doubt. The challenge here is elevated rent, elevated build costs, and entrenched operators who have already captured community loyalty. New entrants need a genuine differentiation angle — a superior facility specification, a better location within the city, or an F&B and coaching product that existing venues don't offer. Entry costs are high; returns, if execution is strong, are also high. Munich is the canonical German example.
-
-**Growth markets**: Demand is clearly building — booking availability tightens at weekends, new facilities are announced regularly, and the sport is gaining local media visibility. Supply hasn't caught up, so identifiable gaps still exist in specific districts or the surrounding hinterland. The risk profile is lower than in emerging markets, but the window for securing good real estate at reasonable rent is narrowing. The premium for moving decisively goes to those who arrive before the obvious sites are taken.
-
-**Emerging markets**: Limited current supply, a small but growing player base, and padel not yet mainstream enough to generate organic walk-in demand. Entry costs — rent especially — are lower. The constraint is that demand must be actively created rather than captured. Operators who succeed here invest in community: beginner programmes, local leagues, school partnerships, conversions from tennis clubs. The time to first profitability is longer, but the competitive position built in the first two years is often decisive for the long term.
+<div class="article-cards">
+  <div class="article-card article-card--established">
+    <div class="article-card__accent"></div>
+    <div class="article-card__inner">
+      <span class="article-card__title">Established markets</span>
+      <p class="article-card__body">Booking platforms show consistent peak-hour sell-out. Demand is validated. The challenge: elevated rent, high build costs, entrenched operators. New entrants need a genuine differentiation angle — superior spec, better location, or F&B and coaching that existing venues don't offer. Entry costs are high; returns, if execution is strong, are also high. Munich is the canonical German example.</p>
+    </div>
+  </div>
+  <div class="article-card article-card--growth">
+    <div class="article-card__accent"></div>
+    <div class="article-card__inner">
+      <span class="article-card__title">Growth markets</span>
+      <p class="article-card__body">Demand is clearly building — booking availability tightens at weekends, new facilities are announced regularly. Supply hasn't caught up; identifiable gaps still exist. The risk profile is lower, but the window for securing good real estate at reasonable rent is narrowing. The premium goes to those who arrive before the obvious sites are taken.</p>
+    </div>
+  </div>
+  <div class="article-card article-card--emerging">
+    <div class="article-card__accent"></div>
+    <div class="article-card__inner">
+      <span class="article-card__title">Emerging markets</span>
+      <p class="article-card__body">Limited supply, a small but growing player base, padel not yet mainstream. Entry costs — rent especially — are lower. The constraint: demand must be actively created rather than captured. Operators who succeed invest in community: beginner programmes, local leagues, school partnerships. Time to profitability is longer, but the competitive position built in the first two years is often decisive.</p>
+    </div>
+  </div>
+</div>
 
 Before committing to a site search in any city, calibrate where it sits on this spectrum. The 8-criteria framework then tells you whether a specific site works; market maturity tells you what kind of operator and strategy is required to make it work at all.
 

data/content/articles/padel-halle-bauen-de.md

@@ -17,15 +17,48 @@ Dieser Leitfaden zeigt Ihnen alle 5 Phasen und 23 Schritte, die zwischen Ihrer e
 
 ## Die 5 Phasen im Überblick
 
-```
-Phase 1          Phase 2          Phase 3          Phase 4         Phase 5
-Machbarkeit   →  Planung &     →  Bau /         →  Voreröff-   →  Betrieb &
-& Konzept        Design           Umbau             nung            Optimierung
-
-Monat 1–3        Monat 3–6        Monat 6–12        Monat 10–13     laufend
-
-Schritte 1–5     Schritte 6–11    Schritte 12–16    Schritte 17–20  Schritte 21–23
-```
+<div class="article-timeline">
+  <div class="article-timeline__phase">
+    <div class="article-timeline__num">1</div>
+    <div class="article-timeline__card">
+      <div class="article-timeline__title">Machbarkeit &amp; Konzept</div>
+      <div class="article-timeline__subtitle">Marktanalyse, Konzept, Standortsuche</div>
+      <div class="article-timeline__meta">Monat 1–3 · Schritte 1–5</div>
+    </div>
+  </div>
+  <div class="article-timeline__phase">
+    <div class="article-timeline__num">2</div>
+    <div class="article-timeline__card">
+      <div class="article-timeline__title">Planung &amp; Design</div>
+      <div class="article-timeline__subtitle">Architekt, Genehmigungen, Finanzierung</div>
+      <div class="article-timeline__meta">Monat 3–6 · Schritte 6–11</div>
+    </div>
+  </div>
+  <div class="article-timeline__phase">
+    <div class="article-timeline__num">3</div>
+    <div class="article-timeline__card">
+      <div class="article-timeline__title">Bau / Umbau</div>
+      <div class="article-timeline__subtitle">Rohbau, Courts, IT-Systeme</div>
+      <div class="article-timeline__meta">Monat 6–12 · Schritte 12–16</div>
+    </div>
+  </div>
+  <div class="article-timeline__phase">
+    <div class="article-timeline__num">4</div>
+    <div class="article-timeline__card">
+      <div class="article-timeline__title">Voreröffnung</div>
+      <div class="article-timeline__subtitle">Personal, Marketing, Soft Launch</div>
+      <div class="article-timeline__meta">Monat 10–13 · Schritte 17–20</div>
+    </div>
+  </div>
+  <div class="article-timeline__phase">
+    <div class="article-timeline__num">5</div>
+    <div class="article-timeline__card">
+      <div class="article-timeline__title">Betrieb &amp; Optimierung</div>
+      <div class="article-timeline__subtitle">Einnahmen, Community, Optimierung</div>
+      <div class="article-timeline__meta">laufend · Schritte 21–23</div>
+    </div>
+  </div>
+</div>
 
 ---
 
@@ -104,7 +137,12 @@ Was in dieser Phase entsteht:
 - MEP-Planung (Haustechnik): Heizung, Lüftung, Klimaanlage, Elektro, Sanitär — das sind bei Sporthallen oft die kostenintensivsten Gewerke
 - Brandschutzkonzept
 
-**Häufiger Fehler in dieser Phase:** Die Haustechnik wird unterschätzt. Eine große Innenhalle braucht präzise Temperatur- und Feuchtigkeitskontrolle — für die Spielqualität, für die Langlebigkeit des Belags und für das Wohlbefinden der Spieler. Eine schlechte HVAC-Anlage ist eine Dauerbaustelle.
+<div class="article-callout article-callout--warning">
+  <div class="article-callout__body">
+    <span class="article-callout__title">Häufiger Fehler in dieser Phase</span>
+    <p>Die Haustechnik wird unterschätzt. Eine große Innenhalle braucht präzise Temperatur- und Feuchtigkeitskontrolle — für die Spielqualität, für die Langlebigkeit des Belags und für das Wohlbefinden der Spieler. Eine schlechte HVAC-Anlage ist eine Dauerbaustelle.</p>
+  </div>
+</div>
 
 ### Schritt 8: Courtlieferant auswählen
 
@@ -155,7 +193,12 @@ Verhandeln Sie Festpreise, wo möglich. Lesen Sie die Risikoverteilung in den Ve
 
 Courts werden nach Fertigstellung der Gebäudehülle montiert — das ist eine harte Reihenfolge, keine Empfehlung. Glaselemente dürfen nicht Feuchtigkeit, Staub und Baustellenverkehr ausgesetzt werden, bevor das Gebäude dicht ist.
 
-**Ein häufiger und vermeidbarer Fehler:** Projekte, die unter Zeitdruck stehen, versuchen, Court-Montage vorzuziehen. Das Ergebnis sind beschädigte Oberflächen, Glasschäden, Verschmutzungen im Belag und Gewährleistungsprobleme mit dem Hersteller. Halten Sie die Reihenfolge ein — konsequent.
+<div class="article-callout article-callout--warning">
+  <div class="article-callout__body">
+    <span class="article-callout__title">Ein häufiger und vermeidbarer Fehler</span>
+    <p>Projekte unter Zeitdruck versuchen, die Court-Montage vorzuziehen. Das Ergebnis sind beschädigte Oberflächen, Glasschäden, Verschmutzungen im Belag und Gewährleistungsprobleme mit dem Hersteller. Halten Sie die Reihenfolge ein — konsequent.</p>
+  </div>
+</div>
 
 Die Montage von Courts dauert je nach Hersteller und Parallelkapazität zwei bis vier Wochen pro Charge. Planen Sie das in den Gesamtablauf ein.
 
@@ -169,7 +212,12 @@ Frühzeitig entscheiden: Playtomic, Matchi, ein anderes System oder eine Hybridl
 
 Zugangskontrolle (falls gewünscht) muss mit der Elektroplanung koordiniert werden. Wer das in der letzten Bauphase ergänzen möchte, zahlt dafür.
 
-**Der häufigste Fehler kurz vor der Eröffnung:** Am Tag der Eröffnung ist das Buchungssystem noch nicht richtig konfiguriert, Testzahlungen schlagen fehl, der QR-Code am Eingang führt auf eine Fehlerseite. Der Eröffnungsbuzz ist ein einmaliges Gut. Testen Sie das System zwei bis vier Wochen vorher vollständig — inklusive echter Buchungen, echter Zahlungen und echter Stornierungen.
+<div class="article-callout article-callout--warning">
+  <div class="article-callout__body">
+    <span class="article-callout__title">Der häufigste Fehler kurz vor der Eröffnung</span>
+    <p>Am Tag der Eröffnung ist das Buchungssystem noch nicht richtig konfiguriert, Testzahlungen schlagen fehl, der QR-Code am Eingang führt auf eine Fehlerseite. Der Eröffnungsbuzz ist ein einmaliges Gut. Testen Sie das System zwei bis vier Wochen vorher vollständig — inklusive echter Buchungen, echter Zahlungen und echter Stornierungen.</p>
+  </div>
+</div>
 
 ### Schritt 16: Abnahmen und Zertifizierungen
 
@@ -243,13 +291,36 @@ Die Court-Buchung ist Ihr Kernangebot — aber nicht die einzige Einnahmequelle:
 
 Wer Dutzende Padelhallenprojekte in Europa beobachtet, sieht Muster auf beiden Seiten:
 
-**Die Projekte, die über Budget laufen**, haben fast immer früh an der falschen Stelle gespart — zu wenig Haustechnikbudget, kein Baukostenpuffer, zu günstiger Generalunternehmer ohne ausreichende Vertragsabsicherung.
-
-**Die Projekte, die terminlich entgleisen**, haben die behördlichen Prozesse unterschätzt. Genehmigungen, Lärmschutzgutachten, Nutzungsänderungen brauchen Zeit — und diese Zeit lässt sich nicht kaufen, sobald man zu spät damit anfängt.
-
-**Die Projekte, die schwach starten**, haben das Marketing zu spät begonnen und das Buchungssystem zu spät getestet. Ein leerer Kalender am Eröffnungstag und eine kaputte Buchungsseite erzeugen Eindrücke, die sich festsetzen.
-
-**Die Projekte, die langfristig erfolgreich sind**, haben alle drei Phasen — Planung, Bau, Eröffnung — mit derselben Sorgfalt behandelt und früh in Community und Stammkundschaft investiert.
+<div class="article-cards">
+  <div class="article-card article-card--failure">
+    <div class="article-card__accent"></div>
+    <div class="article-card__inner">
+      <span class="article-card__title">Projekte, die über Budget laufen</span>
+      <p class="article-card__body">Haben fast immer früh an der falschen Stelle gespart — zu wenig Haustechnikbudget, kein Baukostenpuffer, zu günstiger Generalunternehmer ohne ausreichende Vertragsabsicherung.</p>
+    </div>
+  </div>
+  <div class="article-card article-card--failure">
+    <div class="article-card__accent"></div>
+    <div class="article-card__inner">
+      <span class="article-card__title">Projekte, die terminlich entgleisen</span>
+      <p class="article-card__body">Haben die behördlichen Prozesse unterschätzt. Genehmigungen, Lärmschutzgutachten, Nutzungsänderungen brauchen Zeit — und diese Zeit lässt sich nicht kaufen, sobald man zu spät damit anfängt.</p>
+    </div>
+  </div>
+  <div class="article-card article-card--failure">
+    <div class="article-card__accent"></div>
+    <div class="article-card__inner">
+      <span class="article-card__title">Projekte, die schwach starten</span>
+      <p class="article-card__body">Haben das Marketing zu spät begonnen und das Buchungssystem zu spät getestet. Ein leerer Kalender am Eröffnungstag und eine kaputte Buchungsseite erzeugen Eindrücke, die sich festsetzen.</p>
+    </div>
+  </div>
+  <div class="article-card article-card--success">
+    <div class="article-card__accent"></div>
+    <div class="article-card__inner">
+      <span class="article-card__title">Projekte, die langfristig erfolgreich sind</span>
+      <p class="article-card__body">Behandeln alle drei Phasen — Planung, Bau, Eröffnung — mit derselben Sorgfalt und investieren früh in Community und Stammkundschaft.</p>
+    </div>
+  </div>
+</div>
 
 Eine Padelhalle zu bauen ist komplex — aber kein ungelöstes Problem. Die Fehler, die Projekte scheitern lassen, sind fast immer dieselben. Genauso wie die Entscheidungen, die sie gelingen lassen.
 

data/content/articles/padel-halle-risiken-de.md

@@ -21,20 +21,20 @@ Dieser Artikel zeigt Ihnen die 14 Risiken, über die in Investorenrunden zu weni
 
 | # | Risiko | Kategorie | Schwere |
 |---|--------|-----------|---------|
-| 1 | Trend-/Modeerscheinung | Strategisch | Hoch |
-| 2 | Baukostenüberschreitungen | Bau & Entwicklung | Hoch |
-| 3 | Verzögerungen während des Baus | Bau & Entwicklung | Hoch |
-| 4 | Vermieterproblem: Verkauf, Insolvenz, keine Verlängerung | Immobilie & Mietvertrag | Hoch |
-| 5 | Neue Konkurrenz im Einzugsgebiet | Wettbewerb | Mittel–Hoch |
-| 6 | Schlüsselpersonen-Abhängigkeit | Betrieb | Mittel |
-| 7 | Fachkräftemangel und Lohndruck | Betrieb | Mittel |
-| 8 | Instandhaltungszyklen für Belag, Glas, Kunstrasen | Betrieb | Mittel |
-| 9 | Energiepreisvolatilität | Finanzen | Mittel |
-| 10 | Zinsänderungsrisiko | Finanzen | Mittel |
-| 11 | Persönliche Bürgschaft | Finanzen | Hoch |
-| 12 | Kundenkonzentration | Finanzen | Mittel |
-| 13 | Lärmbeschwerden und behördliche Auflagen | Regulatorisch & Rechtlich | Mittel |
-| 14 | Buchungsplattform-Abhängigkeit | Regulatorisch & Rechtlich | Niedrig–Mittel |
+| 1 | Trend-/Modeerscheinung | Strategisch | <span class="severity severity--high">Hoch</span> |
+| 2 | Baukostenüberschreitungen | Bau & Entwicklung | <span class="severity severity--high">Hoch</span> |
+| 3 | Verzögerungen während des Baus | Bau & Entwicklung | <span class="severity severity--high">Hoch</span> |
+| 4 | Vermieterproblem: Verkauf, Insolvenz, keine Verlängerung | Immobilie & Mietvertrag | <span class="severity severity--high">Hoch</span> |
+| 5 | Neue Konkurrenz im Einzugsgebiet | Wettbewerb | <span class="severity severity--medium-high">Mittel–Hoch</span> |
+| 6 | Schlüsselpersonen-Abhängigkeit | Betrieb | <span class="severity severity--medium">Mittel</span> |
+| 7 | Fachkräftemangel und Lohndruck | Betrieb | <span class="severity severity--medium">Mittel</span> |
+| 8 | Instandhaltungszyklen für Belag, Glas, Kunstrasen | Betrieb | <span class="severity severity--medium">Mittel</span> |
+| 9 | Energiepreisvolatilität | Finanzen | <span class="severity severity--medium">Mittel</span> |
+| 10 | Zinsänderungsrisiko | Finanzen | <span class="severity severity--medium">Mittel</span> |
+| 11 | Persönliche Bürgschaft | Finanzen | <span class="severity severity--high">Hoch</span> |
+| 12 | Kundenkonzentration | Finanzen | <span class="severity severity--medium">Mittel</span> |
+| 13 | Lärmbeschwerden und behördliche Auflagen | Regulatorisch & Rechtlich | <span class="severity severity--medium">Mittel</span> |
+| 14 | Buchungsplattform-Abhängigkeit | Regulatorisch & Rechtlich | <span class="severity severity--low-medium">Niedrig–Mittel</span> |
 
 ---
 
@@ -133,9 +133,14 @@ Ihre Kosten steigen jedes Jahr um drei bis fünf Prozent. Können Sie diese Stei
 
 ## Sonderbox: Persönliche Bürgschaft — das unterschätzte Risiko Nr. 1
 
-**Dieses Thema wird in fast jedem Gespräch über Padelhallen-Investitionen ausgelassen. Das ist ein Fehler.**
+<div class="article-callout article-callout--warning">
+  <div class="article-callout__body">
+    <span class="article-callout__title">Dieses Thema wird in fast jedem Gespräch über Padelhallen-Investitionen ausgelassen. Das ist ein Fehler.</span>
+    <p>Banken, die einer Einzelanlage ohne Konzernrückhalt Kapital bereitstellen, verlangen in der Praxis fast immer eine persönliche Bürgschaft des oder der Hauptgesellschafter.</p>
+  </div>
+</div>
 
-Banken, die einer Einzelanlage ohne Konzernrückhalt Kapital bereitstellen, verlangen in der Praxis fast immer eine persönliche Bürgschaft des oder der Hauptgesellschafter. Das bedeutet: Wenn das Unternehmen in Zahlungsschwierigkeiten gerät, haftet nicht die GmbH allein — Sie haften persönlich. Mit dem Eigenheim. Mit dem Ersparten. Mit dem Depot.
+Das bedeutet: Wenn das Unternehmen in Zahlungsschwierigkeiten gerät, haftet nicht die GmbH allein — Sie haften persönlich. Mit dem Eigenheim. Mit dem Ersparten. Mit dem Depot.
 
 Die Struktur sieht dann typischerweise so aus:
 
@@ -176,13 +181,36 @@ Mittel- bis langfristig sollten Sie eine eigene Buchungsfähigkeit aufbauen —
 
 Niemand kann alle Risiken eliminieren. Aber die Investoren, die langfristig erfolgreich sind, tun Folgendes:
 
-**Sie rechnen mit den schlechten Szenarien, bevor sie das Gute annehmen.** Ein Businessplan, der nur das Base-Case zeigt, ist kein Werkzeug — er ist Wunschdenken. Rechnen Sie explizit durch: Was passiert bei 40 Prozent Auslastung? Bei einem Bauverzug von sechs Monaten? Bei einem neuen Wettbewerber in Jahr drei?
-
-**Sie bauen Puffer ein, nicht als Komfortpolster, sondern als betriebliche Notwendigkeit.** Liquide Reserven von mindestens sechs Monaten Fixkosten sind kein Luxus.
-
-**Sie sichern Mietverträge und Finanzierungskonditionen von Anfang an sorgfältig ab.** Die Kosten für gute Rechts- und Finanzberatung sind verglichen mit dem Downside verschwindend gering.
-
-**Sie planen für Wettbewerb.** Nicht indem sie auf keine Konkurrenz hoffen, sondern indem sie ein Produkt aufbauen, das Stammkunden bindet — durch Qualität, Community und Dienstleistung.
+<div class="article-cards">
+  <div class="article-card article-card--success">
+    <div class="article-card__accent"></div>
+    <div class="article-card__inner">
+      <span class="article-card__title">Schlechte Szenarien zuerst durchrechnen</span>
+      <p class="article-card__body">Ein Businessplan, der nur das Base-Case zeigt, ist kein Werkzeug — er ist Wunschdenken. Was passiert bei 40 Prozent Auslastung? Bei sechs Monaten Bauverzug? Bei einem neuen Wettbewerber in Jahr drei?</p>
+    </div>
+  </div>
+  <div class="article-card article-card--success">
+    <div class="article-card__accent"></div>
+    <div class="article-card__inner">
+      <span class="article-card__title">Puffer als betriebliche Notwendigkeit</span>
+      <p class="article-card__body">Liquide Reserven von mindestens sechs Monaten Fixkosten sind kein Luxus, sondern Pflicht. Baukostenpuffer ist eine Budgetlinie — kein optionales Polster.</p>
+    </div>
+  </div>
+  <div class="article-card article-card--success">
+    <div class="article-card__accent"></div>
+    <div class="article-card__inner">
+      <span class="article-card__title">Verträge von Anfang an absichern</span>
+      <p class="article-card__body">Mietvertrag, Finanzierungskonditionen, Bürgschaftsumfang. Die Kosten für gute Rechts- und Finanzberatung in der Planungsphase sind verglichen mit dem Downside verschwindend gering.</p>
+    </div>
+  </div>
+  <div class="article-card article-card--success">
+    <div class="article-card__accent"></div>
+    <div class="article-card__inner">
+      <span class="article-card__title">Für Wettbewerb planen</span>
+      <p class="article-card__body">Nicht indem man auf keine Konkurrenz hofft, sondern indem man ein Produkt aufbaut, das Stammkunden bindet — durch Qualität, Community und Dienstleistungsqualität.</p>
+    </div>
+  </div>
+</div>
 
 ---
 

data/content/articles/padel-standort-analyse-de.md

@@ -138,11 +138,29 @@ Das Ergebnis ist ein Gesamtscore pro Standort, der einen strukturierten Vergleic
 
 Die acht Kriterien oben bewerten konkrete Objekte. Bevor Sie aber mit der Objektsuche beginnen, lohnt ein Schritt zurück: In welcher Entwicklungsphase befindet sich der Markt in Ihrer Zielstadt? Die Antwort bestimmt, welche Betreiberstrategie überhaupt Aussicht auf Erfolg hat.
 
-**Etablierte Märkte**: Buchungsplattformen zeigen durchgehende Vollauslastung zu Stoßzeiten, Wartelisten sind verbreitet, und die Nachfrage ist über jeden Zweifel hinaus belegt. Die Herausforderung liegt nicht mehr in der Nachfrage — sie liegt im Wettbewerb. Etablierte Betreiber haben Markenloyalität aufgebaut, günstige Flächen sind längst vergeben, und Bau- sowie Mietkosten spiegeln die Nachfragesituation wider. Wer in einem solchen Markt neu eintritt, braucht einen echten Differenzierungsansatz: eine bessere Standortlage innerhalb der Stadt, ein überlegenes Hallenprofil oder ein Gastronomie- und Coaching-Angebot, das die bestehenden Anlagen nicht haben. Das Eintrittsinvestment ist hoch — das Ertragspotenzial bei konsequenter Umsetzung aber auch. München ist das paradigmatische Beispiel für Deutschland.
-
-**Wachstumsmärkte**: Die Nachfrage wächst sichtbar — Buchungszeiten füllen sich an Wochenenden, neue Anlagen werden regelmäßig eröffnet, und der Sport erreicht lokale Medienöffentlichkeit. Das Angebot hat die Nachfrage noch nicht vollständig eingeholt; in bestimmten Stadtteilen oder im Umland sind Versorgungslücken erkennbar. Das Risikoprofil ist geringer als in Frühmärkten, aber das Fenster für attraktive Flächen zu vertretbaren Konditionen schließt sich. Wer wartet, bis der Markt offensichtlich attraktiv ist, zahlt für dieses Wissen einen Aufpreis — in Form höherer Mieten, weniger Auswahl und mehr Konkurrenz beim Eintritt.
-
-**Frühmärkte**: Geringes aktuelles Angebot, eine kleine aber wachsende Spielerbasis und ein noch nicht hinreichend bekannter Sport — die Rahmenbedingungen für günstigen Markteintritt sind vorhanden, aber Nachfrage muss aktiv aufgebaut werden, nicht abgeschöpft. Mietkosten sind niedriger, Standortauswahl größer. Der limitierende Faktor ist Geduld und Marketingfähigkeit: Anfängerkurse, Vereinskooperationen, lokale Ligen und die Konversion bestehender Tennisclubs sind die Instrumente, mit denen Betreiber in Frühmärkten Community und damit Auslastung aufbauen. Der Weg zur ersten Profitabilität ist länger — aber die Wettbewerbsposition, die in den ersten zwei Betriebsjahren aufgebaut wird, erweist sich oft als strukturell dauerhaft.
+<div class="article-cards">
+  <div class="article-card article-card--established">
+    <div class="article-card__accent"></div>
+    <div class="article-card__inner">
+      <span class="article-card__title">Etablierte Märkte</span>
+      <p class="article-card__body">Buchungsplattformen zeigen durchgehende Vollauslastung zu Stoßzeiten, Wartelisten sind verbreitet. Die Herausforderung liegt im Wettbewerb: Etablierte Betreiber haben Markenloyalität aufgebaut, günstige Flächen sind vergeben. Neueintretende Betreiber brauchen echten Differenzierungsansatz. Eintrittsinvestment ist hoch — das Ertragspotenzial bei konsequenter Umsetzung ebenfalls. München ist das paradigmatische Beispiel.</p>
+    </div>
+  </div>
+  <div class="article-card article-card--growth">
+    <div class="article-card__accent"></div>
+    <div class="article-card__inner">
+      <span class="article-card__title">Wachstumsmärkte</span>
+      <p class="article-card__body">Die Nachfrage wächst sichtbar — Buchungszeiten füllen sich, neue Anlagen werden eröffnet. Das Angebot hat die Nachfrage noch nicht eingeholt; Versorgungslücken sind erkennbar. Das Fenster für attraktive Flächen zu vertretbaren Konditionen schließt sich. Wer wartet, zahlt den Aufpreis des offensichtlich attraktiven Markts.</p>
+    </div>
+  </div>
+  <div class="article-card article-card--emerging">
+    <div class="article-card__accent"></div>
+    <div class="article-card__inner">
+      <span class="article-card__title">Frühmärkte</span>
+      <p class="article-card__body">Geringes Angebot, kleine aber wachsende Spielerbasis. Mietkosten niedriger, Standortauswahl größer — aber Nachfrage muss aktiv aufgebaut werden. Anfängerkurse, Vereinskooperationen, lokale Ligen und Konversion von Tennisclubs sind die zentralen Instrumente. Der Weg zur Profitabilität ist länger; die aufgebaute Wettbewerbsposition erweist sich oft als dauerhaft.</p>
+    </div>
+  </div>
+</div>
 
 Bevor Sie in einer Stadt konkret nach Objekten suchen, sollten Sie deren Marktreife einordnen. Der Kriterienkatalog zeigt, ob ein bestimmtes Objekt geeignet ist; die Marktreife zeigt, welches Betreiberprofil und welche Strategie überhaupt die Voraussetzung für Erfolg ist.
 

extract/padelnomics_extract/pyproject.toml

@@ -21,6 +21,7 @@ extract-census-usa = "padelnomics_extract.census_usa:main"
 extract-census-usa-income = "padelnomics_extract.census_usa_income:main"
 extract-ons-uk = "padelnomics_extract.ons_uk:main"
 extract-geonames = "padelnomics_extract.geonames:main"
+extract-gisco = "padelnomics_extract.gisco:main"
 
 [build-system]
 requires = ["hatchling"]

extract/padelnomics_extract/src/padelnomics_extract/_shared.py

@@ -11,9 +11,12 @@ from datetime import UTC, datetime
 from pathlib import Path
 
 import niquests
+from dotenv import load_dotenv
 
 from .utils import end_run, open_state_db, start_run
 
+load_dotenv()
+
 LANDING_DIR = Path(os.environ.get("LANDING_DIR", "data/landing"))
 
 HTTP_TIMEOUT_SECONDS = 30

extract/padelnomics_extract/src/padelnomics_extract/all.py

@@ -7,7 +7,7 @@ A graphlib.TopologicalSorter schedules them: tasks with no unmet dependencies
 run immediately in parallel; each completion may unlock new tasks.
 
 Current dependency graph:
-  - All 8 non-availability extractors have no dependencies (run in parallel)
+  - All 9 non-availability extractors have no dependencies (run in parallel)
   - playtomic_availability depends on playtomic_tenants (starts as soon as
     tenants finishes, even if other extractors are still running)
 """
@@ -26,6 +26,8 @@ from .eurostat_city_labels import EXTRACTOR_NAME as EUROSTAT_CITY_LABELS_NAME
 from .eurostat_city_labels import extract as extract_eurostat_city_labels
 from .geonames import EXTRACTOR_NAME as GEONAMES_NAME
 from .geonames import extract as extract_geonames
+from .gisco import EXTRACTOR_NAME as GISCO_NAME
+from .gisco import extract as extract_gisco
 from .ons_uk import EXTRACTOR_NAME as ONS_UK_NAME
 from .ons_uk import extract as extract_ons_uk
 from .overpass import EXTRACTOR_NAME as OVERPASS_NAME
@@ -50,6 +52,7 @@ EXTRACTORS: dict[str, tuple] = {
     CENSUS_USA_INCOME_NAME:    (extract_census_usa_income, []),
     ONS_UK_NAME:               (extract_ons_uk, []),
     GEONAMES_NAME:             (extract_geonames, []),
+    GISCO_NAME:                (extract_gisco, []),
     TENANTS_NAME:              (extract_tenants, []),
     AVAILABILITY_NAME:         (extract_availability, [TENANTS_NAME]),
 }

extract/padelnomics_extract/src/padelnomics_extract/gisco.py

@@ -0,0 +1,95 @@
+"""GISCO NUTS-2 boundary GeoJSON extractor.
+
+Downloads NUTS-2 boundary polygons from Eurostat GISCO. The file is stored
+uncompressed because DuckDB's ST_Read cannot read gzipped files.
+
+NUTS classification revises approximately every 7 years (current: 2021).
+The partition path is fixed to the revision year, not the run date, making
+the source version explicit. Cursor tracking still uses year_month to avoid
+re-downloading on every monthly run.
+
+Landing: {LANDING_DIR}/gisco/2024/01/nuts2_boundaries.geojson  (~5 MB, uncompressed)
+"""
+
+import sqlite3
+from pathlib import Path
+
+import niquests
+
+from ._shared import HTTP_TIMEOUT_SECONDS, run_extractor, setup_logging
+from .utils import get_last_cursor
+
+logger = setup_logging("padelnomics.extract.gisco")
+
+EXTRACTOR_NAME = "gisco"
+
+# NUTS 2021 revision, 20M scale (1:20,000,000), WGS84 (EPSG:4326), LEVL_2 only.
+# 20M resolution gives simplified polygons that are fast for point-in-polygon
+# matching without sacrificing accuracy at the NUTS-2 boundary level.
+GISCO_URL = (
+    "https://gisco-services.ec.europa.eu/distribution/v2/nuts/geojson/"
+    "NUTS_RG_20M_2021_4326_LEVL_2.geojson"
+)
+
+# Fixed partition: NUTS boundaries are a static reference file, not time-series data.
+# The 2024/01 partition reflects when this NUTS 2021 dataset was first ingested.
+DEST_REL = Path("gisco/2024/01/nuts2_boundaries.geojson")
+
+_GISCO_TIMEOUT_SECONDS = HTTP_TIMEOUT_SECONDS * 4  # ~5 MB; generous for slow upstreams
+
+
+def extract(
+    landing_dir: Path,
+    year_month: str,
+    conn: sqlite3.Connection,
+    session: niquests.Session,
+) -> dict:
+    """Download NUTS-2 GeoJSON. Skips if already run this month or file exists."""
+    last_cursor = get_last_cursor(conn, EXTRACTOR_NAME)
+    if last_cursor == year_month:
+        logger.info("already ran for %s — skipping", year_month)
+        return {"files_written": 0, "files_skipped": 1, "bytes_written": 0}
+
+    dest = landing_dir / DEST_REL
+    if dest.exists():
+        logger.info("file already exists (skipping download): %s", dest)
+        return {
+            "files_written": 0,
+            "files_skipped": 1,
+            "bytes_written": 0,
+            "cursor_value": year_month,
+        }
+
+    dest.parent.mkdir(parents=True, exist_ok=True)
+    logger.info("GET %s", GISCO_URL)
+    resp = session.get(GISCO_URL, timeout=_GISCO_TIMEOUT_SECONDS)
+    resp.raise_for_status()
+
+    content = resp.content
+    assert len(content) > 100_000, (
+        f"GeoJSON too small ({len(content)} bytes) — download may have failed"
+    )
+    assert b'"FeatureCollection"' in content, "Response does not look like GeoJSON"
+
+    # Write uncompressed — ST_Read requires a plain file, not .gz
+    tmp = dest.with_suffix(".geojson.tmp")
+    tmp.write_bytes(content)
+    tmp.rename(dest)
+
+    size_mb = len(content) / 1_000_000
+    logger.info("written %s (%.1f MB)", dest, size_mb)
+
+    return {
+        "files_written": 1,
+        "files_skipped": 0,
+        "bytes_written": len(content),
+        "cursor_value": year_month,
+    }
+
+
+def main() -> None:
+    run_extractor(EXTRACTOR_NAME, extract)
+
+
+if __name__ == "__main__":
+    main()

extract/padelnomics_extract/src/padelnomics_extract/playtomic_availability.py

@@ -434,8 +434,10 @@ def _find_venues_with_upcoming_slots(
                 if not start_time_str:
                     continue
                 try:
-                    # Parse "2026-02-24T17:00:00" format
-                    slot_start = datetime.fromisoformat(start_time_str).replace(tzinfo=UTC)
+                    # start_time is "HH:MM:SS"; combine with resource's start_date
+                    start_date = resource.get("start_date", "")
+                    full_dt = f"{start_date}T{start_time_str}" if start_date else start_time_str
+                    slot_start = datetime.fromisoformat(full_dt).replace(tzinfo=UTC)
                     if window_start <= slot_start < window_end:
                         tenant_ids.add(tid)
                         break  # found one upcoming slot, no need to check more

extract/padelnomics_extract/src/padelnomics_extract/proxy.py

@@ -157,6 +157,13 @@ def make_tiered_cycler(tiers: list[list[str]], threshold: int, proxy_failure_lim
       per-proxy dead tracking removes broken individuals; tier-level threshold
       catches systemic failure even before any single proxy hits the limit.
 
+    Stale-failure protection:
+      With parallel workers, some threads may fetch a proxy just before the tier
+      escalates and report failure after. record_failure(proxy_url) checks which
+      tier the proxy belongs to and ignores the tier-level circuit breaker if the
+      proxy is from an already-escalated tier. This prevents in-flight failures
+      from a dead tier instantly exhausting the freshly-escalated one.
+
     Returns a dict of callables:
       next_proxy()          -> str | None  — URL from active tier (skips dead), or None
       record_success(proxy_url=None) -> None  — resets consecutive failure counter
@@ -174,6 +181,15 @@ def make_tiered_cycler(tiers: list[list[str]], threshold: int, proxy_failure_lim
     assert isinstance(tiers, list), f"tiers must be a list, got {type(tiers)}"
     assert proxy_failure_limit >= 0, f"proxy_failure_limit must be >= 0, got {proxy_failure_limit}"
 
+    # Reverse map: proxy URL -> tier index. Used in record_failure to ignore
+    # "in-flight" failures from workers that fetched a proxy before escalation —
+    # those failures belong to the old tier and must not count against the new one.
+    proxy_to_tier_idx: dict[str, int] = {
+        url: tier_idx
+        for tier_idx, tier in enumerate(tiers)
+        for url in tier
+    }
+
     lock = threading.Lock()
     cycles = [itertools.cycle(t) for t in tiers]
     state = {
@@ -245,6 +261,15 @@ def make_tiered_cycler(tiers: list[list[str]], threshold: int, proxy_failure_lim
             if idx >= len(tiers):
                 # Already exhausted — no-op
                 return False
+
+            # Ignore failures from proxies that belong to an already-escalated tier.
+            # With parallel workers, some threads fetch a proxy just before escalation
+            # and report back after — those stale failures must not penalise the new tier.
+            if proxy_url is not None:
+                proxy_tier = proxy_to_tier_idx.get(proxy_url)
+                if proxy_tier is not None and proxy_tier < idx:
+                    return False
+
             state["consecutive_failures"] += 1
             if state["consecutive_failures"] < threshold:
                 return False

infra/bootstrap_supervisor.sh

@@ -54,6 +54,40 @@ chmod 600 "${REPO_DIR}/.env"
 
 sudo -u "${SERVICE_USER}" bash -c "cd ${REPO_DIR} && ${UV} sync --all-packages"
 
+# ── rclone config (r2-landing remote) ────────────────────────────────────────
+
+_env_get() { grep -E "^${1}=" "${REPO_DIR}/.env" 2>/dev/null | head -1 | cut -d= -f2- | tr -d '"'"'" || true; }
+
+R2_LANDING_KEY=$(_env_get R2_LANDING_ACCESS_KEY_ID)
+R2_LANDING_SECRET=$(_env_get R2_LANDING_SECRET_ACCESS_KEY)
+R2_ENDPOINT=$(_env_get R2_ENDPOINT)
+
+if [ -n "${R2_LANDING_KEY}" ] && [ -n "${R2_LANDING_SECRET}" ] && [ -n "${R2_ENDPOINT}" ]; then
+    RCLONE_CONF_DIR="/home/${SERVICE_USER}/.config/rclone"
+    RCLONE_CONF="${RCLONE_CONF_DIR}/rclone.conf"
+
+    sudo -u "${SERVICE_USER}" mkdir -p "${RCLONE_CONF_DIR}"
+
+    grep -v '^\[r2-landing\]' "${RCLONE_CONF}" 2>/dev/null > "${RCLONE_CONF}.tmp" || true
+    cat >> "${RCLONE_CONF}.tmp" <<EOF
+
+[r2-landing]
+type = s3
+provider = Cloudflare
+access_key_id = ${R2_LANDING_KEY}
+secret_access_key = ${R2_LANDING_SECRET}
+endpoint = ${R2_ENDPOINT}
+acl = private
+no_check_bucket = true
+EOF
+    mv "${RCLONE_CONF}.tmp" "${RCLONE_CONF}"
+    chown "${SERVICE_USER}:${SERVICE_USER}" "${RCLONE_CONF}"
+    chmod 600 "${RCLONE_CONF}"
+    echo "$(date '+%H:%M:%S') ==> rclone [r2-landing] remote configured."
+else
+    echo "$(date '+%H:%M:%S') ==> R2_LANDING_* not set — skipping rclone config."
+fi
+
 # ── Systemd services ──────────────────────────────────────────────────────────
 
 cp "${REPO_DIR}/infra/landing-backup/padelnomics-landing-backup.service" /etc/systemd/system/

infra/landing-backup/padelnomics-landing-backup.service

@@ -7,15 +7,5 @@ Wants=network-online.target
 Type=oneshot
 User=padelnomics_service
 EnvironmentFile=/opt/padelnomics/.env
-Environment=LANDING_DIR=/data/padelnomics/landing
-ExecStart=/usr/bin/rclone sync ${LANDING_DIR} :s3:${LITESTREAM_R2_BUCKET}/padelnomics/landing \
-    --s3-provider Cloudflare \
-    --s3-access-key-id ${LITESTREAM_R2_ACCESS_KEY_ID} \
-    --s3-secret-access-key ${LITESTREAM_R2_SECRET_ACCESS_KEY} \
-    --s3-endpoint https://${LITESTREAM_R2_ENDPOINT} \
-    --s3-no-check-bucket \
-    --exclude ".state.sqlite*"
-
-StandardOutput=journal
-StandardError=journal
-SyslogIdentifier=padelnomics-landing-backup
+ExecStart=/bin/sh -c 'exec /usr/bin/rclone sync /data/padelnomics/landing/ r2-landing:${R2_LANDING_BUCKET}/padelnomics/ --log-level INFO --exclude ".state.sqlite*"'
+TimeoutStartSec=1800

infra/supervisor/workflows.toml

@@ -39,3 +39,23 @@ module = "padelnomics_extract.playtomic_availability"
 entry = "main_recheck"
 schedule = "0,30 6-23 * * *"
 depends_on = ["playtomic_availability"]
+
+[census_usa]
+module = "padelnomics_extract.census_usa"
+schedule = "monthly"
+
+[census_usa_income]
+module = "padelnomics_extract.census_usa_income"
+schedule = "monthly"
+
+[eurostat_city_labels]
+module = "padelnomics_extract.eurostat_city_labels"
+schedule = "monthly"
+
+[ons_uk]
+module = "padelnomics_extract.ons_uk"
+schedule = "monthly"
+
+[gisco]
+module = "padelnomics_extract.gisco"
+schedule = "monthly"

scripts/download_gisco_nuts.py

@@ -1,81 +0,0 @@
-"""Download NUTS-2 boundary GeoJSON from Eurostat GISCO.
-
-One-time (or on NUTS revision) download of NUTS-2 boundary polygons used for
-spatial income resolution in dim_locations. Stored uncompressed because DuckDB's
-ST_Read function cannot read gzipped files.
-
-NUTS classification changes approximately every 7 years. Current revision: 2021.
-
-Output: {LANDING_DIR}/gisco/2024/01/nuts2_boundaries.geojson  (~5MB, uncompressed)
-
-Usage:
-    uv run python scripts/download_gisco_nuts.py [--landing-dir data/landing]
-
-Idempotent: skips download if the file already exists.
-"""
-
-import argparse
-import sys
-from pathlib import Path
-
-import niquests
-
-# NUTS 2021 revision, 20M scale (1:20,000,000), WGS84 (EPSG:4326), LEVL_2 only.
-# 20M resolution gives simplified polygons that are fast for point-in-polygon
-# matching without sacrificing accuracy at the NUTS-2 boundary level.
-GISCO_URL = (
-    "https://gisco-services.ec.europa.eu/distribution/v2/nuts/geojson/"
-    "NUTS_RG_20M_2021_4326_LEVL_2.geojson"
-)
-
-# Fixed partition: NUTS boundaries are a static reference file, not time-series data.
-# Use the NUTS revision year as the partition to make the source version explicit.
-DEST_REL_PATH = "gisco/2024/01/nuts2_boundaries.geojson"
-
-HTTP_TIMEOUT_SECONDS = 120
-
-
-def download_nuts_boundaries(landing_dir: Path) -> None:
-    dest = landing_dir / DEST_REL_PATH
-    if dest.exists():
-        print(f"Already exists (skipping): {dest}")
-        return
-
-    dest.parent.mkdir(parents=True, exist_ok=True)
-    print(f"Downloading NUTS-2 boundaries from GISCO...")
-    print(f"  URL: {GISCO_URL}")
-
-    with niquests.Session() as session:
-        resp = session.get(GISCO_URL, timeout=HTTP_TIMEOUT_SECONDS)
-        resp.raise_for_status()
-
-    content = resp.content
-    assert len(content) > 100_000, (
-        f"GeoJSON too small ({len(content)} bytes) — download may have failed"
-    )
-    assert b'"FeatureCollection"' in content, "Response does not look like GeoJSON"
-
-    # Write uncompressed — ST_Read requires a plain file
-    tmp = dest.with_suffix(".geojson.tmp")
-    tmp.write_bytes(content)
-    tmp.rename(dest)
-
-    size_mb = len(content) / 1_000_000
-    print(f"  Written: {dest} ({size_mb:.1f} MB)")
-    print("Done. Run SQLMesh plan to rebuild stg_nuts2_boundaries.")
-
-
-def main() -> None:
-    parser = argparse.ArgumentParser(description=__doc__)
-    parser.add_argument("--landing-dir", default="data/landing", type=Path)
-    args = parser.parse_args()
-
-    if not args.landing_dir.is_dir():
-        print(f"Error: landing dir does not exist: {args.landing_dir}", file=sys.stderr)
-        sys.exit(1)
-
-    download_nuts_boundaries(args.landing_dir)
-
-
-if __name__ == "__main__":
-    main()

web/src/padelnomics/admin/templates/admin/affiliate_form.html

@@ -229,7 +229,7 @@ document.addEventListener('DOMContentLoaded', function() {
           <form method="post" action="{{ url_for('admin.affiliate_delete', product_id=product_id) }}" style="margin:0">
             <input type="hidden" name="csrf_token" value="{{ csrf_token() }}">
             <button type="submit" class="btn-outline"
-                    onclick="return confirm('Delete this product? This cannot be undone.')">Delete</button>
+                    onclick="event.preventDefault(); confirmAction('Delete this product? This cannot be undone.', this.closest('form'))">Delete</button>
           </form>
           {% endif %}
         </div>

web/src/padelnomics/admin/templates/admin/affiliate_program_form.html

@@ -123,7 +123,7 @@ document.addEventListener('DOMContentLoaded', function() {
           <form method="post" action="{{ url_for('admin.affiliate_program_delete', program_id=program_id) }}" style="margin:0">
             <input type="hidden" name="csrf_token" value="{{ csrf_token() }}">
             <button type="submit" class="btn-outline"
-                    onclick="return confirm('Delete this program? Blocked if products reference it.')">Delete</button>
+                    onclick="event.preventDefault(); confirmAction('Delete this program? Blocked if products reference it.', this.closest('form'))">Delete</button>
           </form>
           {% endif %}
         </div>

web/src/padelnomics/admin/templates/admin/base_admin.html

@@ -244,5 +244,19 @@ function confirmAction(message, form) {
   document.getElementById('confirm-cancel').addEventListener('click', function() { dialog.close(); }, { once: true });
   dialog.showModal();
 }
+
+// Intercept hx-confirm to use the styled dialog instead of window.confirm()
+document.body.addEventListener('htmx:confirm', function(evt) {
+  var dialog = document.getElementById('confirm-dialog');
+  if (!dialog) return; // fallback: let HTMX use native confirm
+  evt.preventDefault();
+  document.getElementById('confirm-msg').textContent = evt.detail.question;
+  var ok = document.getElementById('confirm-ok');
+  var newOk = ok.cloneNode(true);
+  ok.replaceWith(newOk);
+  newOk.addEventListener('click', function() { dialog.close(); evt.detail.issueRequest(true); }, { once: true });
+  document.getElementById('confirm-cancel').addEventListener('click', function() { dialog.close(); }, { once: true });
+  dialog.showModal();
+});
 </script>
 {% endblock %}

web/src/padelnomics/admin/templates/admin/partials/affiliate_program_results.html

@@ -24,7 +24,7 @@
     <form method="post" action="{{ url_for('admin.affiliate_program_delete', program_id=prog.id) }}" style="display:inline">
       <input type="hidden" name="csrf_token" value="{{ csrf_token() }}">
       <button type="submit" class="btn-outline btn-sm"
-              onclick="return confirm('Delete {{ prog.name }}? This is blocked if products reference it.')">Delete</button>
+              onclick="event.preventDefault(); confirmAction('Delete {{ prog.name }}? This is blocked if products reference it.', this.closest('form'))">Delete</button>
     </form>
   </td>
 </tr>

web/src/padelnomics/admin/templates/admin/partials/affiliate_row.html

@@ -23,7 +23,7 @@
     <form method="post" action="{{ url_for('admin.affiliate_delete', product_id=product.id) }}" style="display:inline">
       <input type="hidden" name="csrf_token" value="{{ csrf_token() }}">
       <button type="submit" class="btn-outline btn-sm"
-              onclick="return confirm('Delete {{ product.name }}?')">Delete</button>
+              onclick="event.preventDefault(); confirmAction('Delete {{ product.name }}?', this.closest('form'))">Delete</button>
     </form>
   </td>
 </tr>

web/src/padelnomics/admin/templates/admin/partials/pipeline_overview.html

@@ -40,7 +40,7 @@
                 hx-target="#pipeline-overview-content"
                 hx-swap="outerHTML"
                 hx-vals='{"extractor": "{{ wf.name }}", "csrf_token": "{{ csrf_token() }}"}'
-                onclick="if (!confirm('Run {{ wf.name }} extractor?')) return false;">Run</button>
+                hx-confirm="Run {{ wf.name }} extractor?">Run</button>
       </div>
       <p class="text-xs text-slate">{{ wf.schedule_label }}</p>
       {% if run %}

web/src/padelnomics/admin/templates/admin/partials/pipeline_transform.html

@@ -53,7 +53,7 @@
               hx-target="#pipeline-transform-content"
               hx-swap="outerHTML"
               hx-vals='{"step": "transform", "csrf_token": "{{ csrf_token() }}"}'
-              onclick="if (!confirm('Run SQLMesh transform (prod --auto-apply)?')) return false;">
+              hx-confirm="Run SQLMesh transform (prod --auto-apply)?">
         Run Transform
       </button>
     </div>
@@ -107,7 +107,7 @@
               hx-target="#pipeline-transform-content"
               hx-swap="outerHTML"
               hx-vals='{"step": "export", "csrf_token": "{{ csrf_token() }}"}'
-              onclick="if (!confirm('Export serving tables (lakehouse → analytics.duckdb)?')) return false;">
+              hx-confirm="Export serving tables (lakehouse → analytics.duckdb)?">
         Run Export
       </button>
     </div>
@@ -138,7 +138,7 @@
             hx-target="#pipeline-transform-content"
             hx-swap="outerHTML"
             hx-vals='{"step": "pipeline", "csrf_token": "{{ csrf_token() }}"}'
-            onclick="if (!confirm('Run full ELT pipeline (extract → transform → export)?')) return false;">
+            hx-confirm="Run full ELT pipeline (extract → transform → export)?">
       Run Full Pipeline
     </button>
   </div>

web/src/padelnomics/admin/templates/admin/pipeline.html

@@ -15,8 +15,9 @@
 
   .pipeline-tabs {
     display: flex; gap: 0; border-bottom: 2px solid #E2E8F0; margin-bottom: 1.5rem;
-    overflow-x: auto; -webkit-overflow-scrolling: touch;
+    overflow-x: auto; -webkit-overflow-scrolling: touch; scrollbar-width: none;
   }
+  .pipeline-tabs::-webkit-scrollbar { display: none; }
   .pipeline-tabs button {
     padding: 0.625rem 1.25rem; font-size: 0.8125rem; font-weight: 600;
     color: #64748B; background: none; border: none; cursor: pointer;

web/src/padelnomics/static/css/input.css

@@ -570,6 +570,270 @@
     @apply px-4 pb-4 text-slate-dark;
   }
 
+  /* ── Article Timeline (phase/process diagrams) ── */
+  .article-timeline {
+    display: flex;
+    gap: 0;
+    margin: 1.5rem 0 2rem;
+    position: relative;
+    overflow-x: auto;
+    padding-bottom: 0.5rem;
+  }
+  .article-timeline__phase {
+    flex: 1;
+    min-width: 130px;
+    display: flex;
+    flex-direction: column;
+    align-items: center;
+    position: relative;
+  }
+  /* Connecting line between phases */
+  .article-timeline__phase + .article-timeline__phase::before {
+    content: '';
+    position: absolute;
+    top: 22px;
+    left: calc(-50% + 22px);
+    right: calc(50% + 22px);
+    height: 2px;
+    background: #CBD5E1;
+    z-index: 0;
+  }
+  .article-timeline__phase + .article-timeline__phase::after {
+    content: '›';
+    position: absolute;
+    top: 10px;
+    left: calc(-50% + 18px);
+    font-size: 1rem;
+    line-height: 1;
+    color: #94A3B8;
+    z-index: 1;
+  }
+  .article-timeline__num {
+    width: 44px;
+    height: 44px;
+    border-radius: 50%;
+    background: #0F172A;
+    color: #fff;
+    display: flex;
+    align-items: center;
+    justify-content: center;
+    font-size: 0.75rem;
+    font-weight: 700;
+    font-family: var(--font-display);
+    flex-shrink: 0;
+    position: relative;
+    z-index: 2;
+  }
+  .article-timeline__card {
+    margin-top: 0.75rem;
+    background: #F8FAFC;
+    border: 1px solid #E2E8F0;
+    border-radius: 12px;
+    padding: 0.75rem 0.875rem;
+    text-align: center;
+    width: 100%;
+  }
+  .article-timeline__title {
+    font-weight: 700;
+    font-size: 0.8125rem;
+    color: #0F172A;
+    line-height: 1.3;
+    margin-bottom: 0.25rem;
+    font-family: var(--font-display);
+  }
+  .article-timeline__subtitle {
+    font-size: 0.75rem;
+    color: #64748B;
+    margin-bottom: 0.375rem;
+    line-height: 1.3;
+  }
+  .article-timeline__meta {
+    font-size: 0.6875rem;
+    color: #94A3B8;
+    line-height: 1.4;
+  }
+  /* Mobile: vertical timeline */
+  @media (max-width: 600px) {
+    .article-timeline {
+      flex-direction: column;
+      gap: 0.75rem;
+      overflow-x: visible;
+    }
+    .article-timeline__phase {
+      flex-direction: row;
+      align-items: flex-start;
+      min-width: auto;
+      gap: 0.75rem;
+    }
+    .article-timeline__phase + .article-timeline__phase::before {
+      content: '';
+      position: absolute;
+      top: calc(-0.375rem);
+      left: 21px;
+      right: auto;
+      width: 2px;
+      height: 0.75rem;
+      background: #CBD5E1;
+    }
+    .article-timeline__phase + .article-timeline__phase::after {
+      content: '›';
+      position: absolute;
+      top: calc(-0.3rem);
+      left: 15px;
+      font-size: 0.9rem;
+      transform: rotate(90deg);
+    }
+    .article-timeline__card {
+      margin-top: 0;
+      text-align: left;
+      flex: 1;
+    }
+    .article-timeline__num {
+      flex-shrink: 0;
+    }
+  }
+
+  /* ── Article Callout Boxes ── */
+  .article-callout {
+    display: flex;
+    gap: 0.875rem;
+    padding: 1rem 1.25rem;
+    border-radius: 12px;
+    border-left: 4px solid;
+    margin: 1.5rem 0;
+  }
+  .article-callout::before {
+    font-size: 1.1rem;
+    flex-shrink: 0;
+    line-height: 1.5;
+  }
+  .article-callout__body {
+    flex: 1;
+  }
+  .article-callout__title {
+    font-weight: 700;
+    font-size: 0.875rem;
+    margin-bottom: 0.375rem;
+    display: block;
+  }
+  .article-callout p {
+    font-size: 0.875rem;
+    line-height: 1.6;
+    margin: 0;
+    color: inherit;
+  }
+  .article-callout--warning {
+    background: #FFFBEB;
+    border-color: #D97706;
+    color: #78350F;
+  }
+  .article-callout--warning::before {
+    content: '⚠';
+    color: #D97706;
+  }
+  .article-callout--warning .article-callout__title {
+    color: #92400E;
+  }
+  .article-callout--tip {
+    background: #F0FDF4;
+    border-color: #16A34A;
+    color: #14532D;
+  }
+  .article-callout--tip::before {
+    content: '💡';
+  }
+  .article-callout--tip .article-callout__title {
+    color: #166534;
+  }
+  .article-callout--info {
+    background: #EFF6FF;
+    border-color: #1D4ED8;
+    color: #1E3A5F;
+  }
+  .article-callout--info::before {
+    content: 'ℹ';
+    color: #1D4ED8;
+  }
+  .article-callout--info .article-callout__title {
+    color: #1E40AF;
+  }
+
+  /* ── Article Cards (2-col comparison grid) ── */
+  .article-cards {
+    display: grid;
+    grid-template-columns: repeat(2, 1fr);
+    gap: 1rem;
+    margin: 1.5rem 0;
+  }
+  @media (max-width: 580px) {
+    .article-cards {
+      grid-template-columns: 1fr;
+    }
+  }
+  .article-card {
+    border-radius: 12px;
+    border: 1px solid #E2E8F0;
+    overflow: hidden;
+    background: #fff;
+  }
+  .article-card__accent {
+    height: 4px;
+  }
+  .article-card--success .article-card__accent { background: #16A34A; }
+  .article-card--failure .article-card__accent { background: #EF4444; }
+  .article-card--neutral .article-card__accent { background: #1D4ED8; }
+  .article-card--established .article-card__accent { background: #0F172A; }
+  .article-card--growth .article-card__accent { background: #1D4ED8; }
+  .article-card--emerging .article-card__accent { background: #16A34A; }
+  .article-card__inner {
+    padding: 1rem 1.125rem;
+  }
+  .article-card__title {
+    font-weight: 700;
+    font-size: 0.875rem;
+    color: #0F172A;
+    margin-bottom: 0.5rem;
+    font-family: var(--font-display);
+    display: block;
+  }
+  .article-card__body {
+    font-size: 0.8125rem;
+    color: #475569;
+    line-height: 1.6;
+    margin: 0;
+  }
+
+  /* ── Severity Pills (risk table badges) ── */
+  .severity {
+    display: inline-block;
+    padding: 0.125rem 0.5rem;
+    border-radius: 9999px;
+    font-size: 0.6875rem;
+    font-weight: 700;
+    letter-spacing: 0.03em;
+    white-space: nowrap;
+  }
+  .severity--high {
+    background: #FEE2E2;
+    color: #991B1B;
+  }
+  .severity--medium-high {
+    background: #FEF3C7;
+    color: #92400E;
+  }
+  .severity--medium {
+    background: #FEF9C3;
+    color: #713F12;
+  }
+  .severity--low-medium {
+    background: #ECFDF5;
+    color: #065F46;
+  }
+  .severity--low {
+    background: #F0FDF4;
+    color: #166534;
+  }
+
   /* Inline HTMX loading indicator for search forms.
      Opacity is handled by HTMX's built-in .htmx-indicator CSS.
      This class only adds positioning and the spin animation. */