SYSTEM: ONLINE // EDGE_ARCHITECT

Dukunseo
Senior Edge & Anti‑Crawler Engineer

Reverse-engineering crawler behaviors, optimizing hyperdimensional compute architectures, and designing large-scale edge infrastructure.
Crafting stealthy anti-scraping systems with absolute performance on top of Cloudflare Workers.
GitHub Telegram contact@dukunseo.com

Core Competencies

/ primary directives

Bot Detection & Anti‑Scraping

TLS fingerprinting, data center ASN heuristics, behavioral entropy scoring, and Naive Bayes classification. Real-time detection of spoofed Googlebots via RDNS and forward DNS verification.

TLS fingerprintASN heuristicsBehavioral score

Edge Engineering (Cloudflare)

Deep exploitation of Workers' capabilities: D1 database batching, KV snapshots, R2 storage, and Cache API (stale‑while‑revalidate). Seamless multi-domain orchestration without redeployment.

D1 batchKV snapshotCache APIR2

Hyperdimensional Computing

Managing 10k‑bit semantic vectors, majority vote bundling, and Hamming similarity simulations. Automated clustering for canonicals & hybrid recommendation engines (API + HDC).

Xoshiro128+HDC clusteringHamming distance

Automation Pipelines

Closed-loop workflows: Telegram Webhook ingestion → Image processing → R2 upload → GitHub Actions triggers. Equipped with instant IndexNow pings and dynamic sitemap generation.

WebhooksGitHub ActionsIndexNowCI/CD

SEO Landing Engine

Real-time trending keyword extraction engine, adaptive Markov chain weighting, and SiloManager for automated topical cluster generation and landing page routing.

Markov chainLSI algorithmsTopical silos

Security & Obfuscation

High-grade security layers: Time-bound HMAC redirect tokens, strict‑dynamic CSPs, Early‑Data (0‑RTT) mitigation, and shadow-link honeypots designed to trap rogue scrapers.

HMAC tokens0‑RTT mitigationStrict CSPHoneypots

Technical Arsenal

/ the stack
dukunseo@edge-node:~/arsenal$
TLS Fingerprinting ASN Datacenter Blocking Naive Bayes Classifier Aho‑Corasick Automaton Xoshiro128+ PRNG Hyperdimensional Computing HMAC Tokens (Time‑Bound) Markov Chain Adaptive Weights D1 Database & KV Snapshots R2 + CDN Optimization CSP Strict‑Dynamic Early‑Data / 0‑RTT Protection WebHooks + GitHub Actions IndexNow & Sitemap Gen Semantic HTML + JSON‑LD IntersectionObserver Lazy Load XOR Shift & LCG Seeding Cron Triggers (CF Scheduled) A/B Testing Fingerprints Digital DNA & CSS Steganography

Deep Expertise

/ specialized architecture

Reverse Engineering Crawlers

Deep Packet Inspection emulation: Analyzing web header entropy, extracting TLS cipher suites, and distinguishing HTTP/2 vs HTTP/1.1 heuristics. Absolute precision in isolating human browsers from headless environments, seamlessly bypassing residential proxy cloaking.

Semantic SEO & Knowledge Graph

Automated schema injection for FAQ, HowTo, ItemList, and Speakable formats. Leveraging hyperdimensional clustering to architect perfect topical silos. Dynamically consolidating dual canonicals using advanced Hamming distance calculations.

Edge‑Native Performance

Radical optimization parameters: Sub-10ms CPU execution time per request. Implementing pure stale‑while‑revalidate patterns combined with multi-layer caching (Memory, D1 edge-db, Edge Cache API). Dynamic rate limiting strictly for bots with zero false positives for actual traffic.

Procedural Content Generation

Dynamic narrative generation utilizing slot-based paragraph synthesis (Subject-Predicate-Object-Qualifier) injected with natural LSI keywords. On-the-fly meta title and description rewriting (Intent Hijacking) tailored precisely to real-time visitor profiling.