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[ 01 // HARD METRICS CASE STUDY ] · CLIENT: Sestry.eu (Netguru Contract) · ROLE: Edge Performance & Infrastructure Technologist · 2024 – 2025

Sestry.eu: Scaling High-Traffic Media with Edge Caching, AI Audio & Multi-Channel Syndication

How engineering an edge proxy slashed origin bandwidth by 95%, curtailed $450/mo Webflow overages, and automated multi-lingual translation, WebPush, and ElevenLabs audio narration.

BANDWIDTH REDUCTION 95% Drop in Origin Egress
HOSTING TCO OVERHEAD $450/mo Overages → Bare Minimum
REAL-TIME SYNDICATION Automated Onet.pl XML Worker
AI MEDIA PIPELINE ElevenLabs TTS + DeepL i18n

[ 01. THE BUSINESS STAKE ]

The Commercial Challenge

Sestry.eu is a premier international media publication delivering vital, high-integrity journalism across Poland and Ukraine. As readership surged during critical geopolitical breaking news events, the platform faced dual operational pressures: skyrocketing origin bandwidth overages on Webflow reaching $450/month, and the urgent need to expand multi-channel distribution. To fulfill its journalistic mission at international scale, the publication required: 1. Drastic reduction of origin data transfer without disrupting the editorial newsroom's familiar Webflow authoring workflow, 2. High-speed syndication into tier-1 media portals (specifically Ringier Axel Springer / Onet.pl), 3. Automated multi-lingual localization (translating Ukrainian reporting into Polish and English in real time), 4. High-velocity reader retention tools via real-time WebPush alerts and curated newsletters, 5. Audio accessibility for long-form investigative reporting.

[ 02. SYSTEM ARCHITECTURE ]

Data Flow & Infrastructure Blueprint

[ Global Readers & Breaking News High-Traffic Spikes ]
       │
       ▼
[ Cloudflare Global Edge Network ]
 ├── [ Cloudflare WAF & AI Bot Shield ] ────────▶ (Drop rogue LLM scrapers & DDoS spikes)
 ├── [ Edge Cache Engine (Stale-While-Revalidate) ] ─▶ (-95% Origin Bandwidth & $450/mo Overages Relief)
 │
 ▼ (Origin Fallback & CMS Webhooks)
[ Webflow CMS Editorial Origin ]
 │
 ├──▶ [ Cloudflare Worker: ATOM XML Transformer ] ──▶ [ Onet.pl Automated Syndication ]
 ├──▶ [ DeepL API Localization Pipeline ] ───────────▶ [ Automated UKR ➔ PL / EN Publishing ]
 ├──▶ [ ElevenLabs AI Audio Synthesis ] ─────────────▶ [ High-Fidelity In-Article Audio Player ]
 ├──▶ [ OneSignal WebPush Edge Trigger ] ────────────▶ [ Instant Browser Breaking News Alerts ]
 └──▶ [ Mailchimp Automation Gateway ] ──────────────▶ [ Scheduled Segmented Newsletters ]

[ 03. THE ENGINEERING HURDLE ]

Breaking Points & Architectural Solutions

Modern visual CMS platforms like Webflow offer excellent agility for editorial teams, but high-traffic digital publications inevitably encounter bandwidth limits and custom syndication constraints: 1. Origin Bandwidth Relief (-95% & Cost Elimination): High concurrent readers and media-rich photojournalism pushed monthly Webflow bandwidth overage fees up to $450/month. By engineering custom Cloudflare Cache-Everything rules, tiered edge caching, and stale-while-revalidate headers, we offloaded 95% of asset and page requests directly to Cloudflare's Anycast network, reducing origin egress costs to the baseline minimum. 2. Proprietary ATOM XML Syndication for Onet.pl: Ringier Axel Springer / Onet.pl required strict compliance with a proprietary XML/ATOM schema that standard CMS feeds cannot generate. We deployed an edge Cloudflare Worker that dynamically queries CMS collections, parses and formats payloads into Onet's exact XML specification in microseconds, and caches the feed with atomic purge triggers. 3. Automated DeepL Multi-lingual Localization: To deliver stories simultaneously across Ukraine, Poland, and international English readers without tripling editorial headcount, we built an automated translation pipeline via DeepL API, translating Ukrainian editorial articles into Polish and English drafts with zero publishing delay. 4. AI Audio Narration via ElevenLabs: To boost reader engagement and provide accessibility for long-form investigative journalism, articles automatically trigger ElevenLabs Text-to-Speech synthesis. High-fidelity voice tracks are generated and served via custom in-article audio players. 5. Multi-Channel Retention (OneSignal & Mailchimp): Real-time web push notifications (OneSignal) alert subscribers within seconds of breaking news publications, while automated Mailchimp integrations compile and dispatch recurring editorial newsletters based on published CMS categories without manual copy-pasting.

[ 04. QUANTIFIED BUSINESS OUTCOMES ]

Measurable Impact

▶ Slashed origin bandwidth consumption by 95%, eliminating $450/month in overage fees.
▶ Opened a multi-million reader distribution channel via automated real-time XML syndication with Onet.pl.
▶ Automated cross-border editorial translation from Ukrainian into Polish and English via DeepL API.
▶ Elevated average on-page engagement time and accessibility through ElevenLabs AI voice narration.
▶ Built an automated reader retention flywheel with OneSignal WebPush alerts and Mailchimp recurring newsletters.

[ 05. TECHNOLOGIES & TOOLS ]

Cloudflare Workers Cloudflare Edge Cache ElevenLabs AI (TTS) DeepL API Webflow CMS OneSignal (WebPush) Mailchimp Automation XML / ATOM Syndication Cloudflare WAF
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