The programme is built around problems that matter in production: anti-bot detection, browser automation, LLM extraction, data pipelines, and the legal boundary conditions around web data.
Talks are recorded, workshops stay live, and each track is curated for practical transfer. The goal is usable knowledge, not abstract inspiration.
T-01
Evasion & Anti-Bot
The arms race between scrapers and anti-bot systems.
CloudflareTLS/JA4PlaywrightPuppeteerProxiesCAPTCHA
12
Talks
Advanced
T-02
AI-Powered Extraction
LLMs as extraction engines, vision models, and structured output at scale.
LLMsVision ModelsAgentsStructured OutputEmbeddings
10
Talks
All Levels
T-03
Infrastructure at Scale
Distributed crawling, queues, scheduling, monitoring, and cost control.
ScrapyKafkaKubernetesRedisMonitoring
8
Talks
Advanced
T-04
Data Pipelines & Storage
Parsing, normalisation, schemas, serving, and downstream consumption.
ParquetDelta LakedbtAirflowPydantic
8
Talks
Intermediate
T-05
Law, Ethics & Open Data
CFAA, GDPR, ToS, copyright, and responsible scraping tradeoffs.
CFAAGDPRToS Lawrobots.txtAI & Copyright
6
Talks
All Levels
T-06
Workshops & Hands-On
Interactive sessions, live coding, and guided builds for every level.
ScrapyPlaywrightPythonLLM APIsBeginners Welcome
6
Talks
Beginner+
Session Formats
How It Runs.
◎
30-Min Talks
Deep technical presentations with focused Q&A and published repos/slides.
◈
Full-Day Workshops
Hands-on sessions, real problems, and direct feedback with limited capacity.
⬡
Panel Discussions
Moderated debates with live audience questions from the community.