Introducing Precursor: detecting agentic behavior with continuous client-side signals
Precursor, our new continuous behavioral validation engine for bot management, offers visibility into how humans and bots actually interact across the full user journey. By turning session-level behavior into bot detection signals, it identifies advanced automation with higher precision — while reducing friction for legitimate users.
Discussion around the web
- Hacker News207 · 160 💬
Score breakdown
- Technical depth61
- Practical value45
- Originality85
- Writing quality82
- Source reputation90
- Recency6
- External engagement35
- On-site engagement0
More like this
Shopify Engineering66
Building production-ready agentic systems: Lessons from Shopify Sidekick (2025) - Shopify
unknown·9 min read
Shopify Engineering64
Flow generation through natural language: An agentic modeling approach (2026) - Shopify
unknown·14 min read
Slack Engineering53
Streamlining Security Investigations with Agents
Dominic Marks·unknown·9 min read
Slack Engineering53
Managing context in long-run agentic applications
Dominic Marks·unknown·13 min read
Engradar shows a summary and links to the original article. The full article is hosted on blog.cloudflare.com.