# Cloudflare shifts bot mitigation from risk scoring to continuous trust evaluation

> Cloudflare announced a new approach to bot mitigation that moves from point-in-time risk assessment to continuous trust evaluation, introducing systems BotBase and Precursor to assess good and bad behaviors from bots and agents.

- Canonical: https://extractfeed.io/story/cloudflare-shifts-bot-mitigation-from-risk-scoring-to-contin-dec9e83/
- JSON: https://extractfeed.io/api/v1/stories/cloudflare-shifts-bot-mitigation-from-risk-scoring-to-contin-dec9e83.json
- Beat: Anti-bot & Blocking · Evidence: Primary source · Type/significance: release/4 · First seen: 2026-09-08T08:31:33.194951+00:00 · Updated: 2026-09-08T08:31:33.194951+00:00 · Edition: 2026-09-08
- Framing: model-written (headline, standfirst, why it matters, tags); source facts deterministic

## Briefing
- Cloudflare Bot Management: Cloudflare announced a new approach to bot mitigation that moves from point-in-time risk assessment to continuous trust evaluation, introducing systems BotBase and Precursor to assess good and bad behaviors from bots and agents.

## Why it matters
This represents a fundamental architectural shift in how one of the largest anti-bot platforms thinks about traffic. Instead of classifying requests as good or bad at a single moment, Cloudflare is now modeling behavior over time, which could dramatically reduce false positives for legitimate automation while catching sophisticated adversarial bots that evade point-in-time checks. The introduction of Precursor Trace simulation also gives developers a way to test how their own automated agents are perceived, which may reshape how bot management vendors compete.

## Sources
- Primary source · Cloudflare Bot Management · 2026-08-07 — [Unveiling good and bad behaviors on the Agentic Internet](https://blog.cloudflare.com/good-and-bad-agentic-behaviors/)

## Watch next
Will other anti-bot vendors adopt continuous trust evaluation models, or will Cloudflare's approach create a new standard that competitors must match?

Topics: Cloudflare, BotBase, Precursor, bot-mitigation, trust-evaluation, behavioral-analysis, cloudflare, agentic-internet

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