# Cloudflare

Published articles for Cloudflare.

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## Cloudflare update distinguishes search crawlers from AI training bots

DevFeed: [Cloudflare update distinguishes search crawlers from AI training bots](<https://devfeed.tech/articles/cloudflare-40899.md>)

Original publisher: [Read original article](<https://habr.com/ru/news/1083142/>)

Author: neuromamontov

Published: 2026-09-16T21:09:58Z

Content type: news

Language: ru

Sources: [Tagir Valeev](<https://devfeed.tech/sources/tagir-valeev.md>)

Topics: [Cloudflare](<https://devfeed.tech/topics/cloudflare.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>)

Tags: [2025](<https://devfeed.tech/tags/2025.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-5ebc2dd0d80c](<https://devfeed.tech/tags/ai-5ebc2dd0d80c.md>), [cloudflare](<https://devfeed.tech/tags/cloudflare.md>), [geo](<https://devfeed.tech/tags/geo.md>), [llms-txt](<https://devfeed.tech/tags/llms-txt.md>), [robots-txt](<https://devfeed.tech/tags/robots-txt.md>), [tag-3ec72a25b0de](<https://devfeed.tech/tags/tag-3ec72a25b0de.md>), [tag-6dbce23d3386](<https://devfeed.tech/tags/tag-6dbce23d3386.md>), [tag-ba47f5ee56ab](<https://devfeed.tech/tags/tag-ba47f5ee56ab.md>), [tag-c94f063f9c70](<https://devfeed.tech/tags/tag-c94f063f9c70.md>), [tag-d5d895f883db](<https://devfeed.tech/tags/tag-d5d895f883db.md>)

### AI overview

The article discusses Cloudflare's update for distinguishing search crawlers from AI training bots. It explains why website owners may want to allow search indexing while restricting AI training access, and notes that the earlier llms.txt approach was not widely adopted.

### Source excerpt

Буду первым, кто не просто перепостит новость про обновление Cloudflare, а ещё и по существу прокомментирует, почему тема разделения ботов на поисковых и обучающих так важна для владельцев сайтов. Что показательно, тема ещё и совсем не новая: эти разговоры я слышал ещё года полтора назад -- тогда все обсуждали формат llms.txt, который, к слову, так толком и не взлетел. Но ключевая идея была очевидна уже тогда: желающих закрыть свой сайт от обучающих ботов в разы больше чем желающих закрыть сайт от поисковых ботов -- 17% против менее чем 1% (оценка самого Cloudflare, 2025). Читать далее

## When scanners miss the attack: how Cloudflare Client-Side Security protects storefronts

DevFeed: [When scanners miss the attack: how Cloudflare Client-Side Security protects storefronts](<https://devfeed.tech/articles/when-scanners-miss-the-attack-how-cloudflare-client-side-security-protects-storefronts-31481.md>)

Original publisher: [Read original article](<https://blog.cloudflare.com/client-side-security-finds-4-malicious-campaigns/>)

Author: Denzil Correa

Published: 2026-09-16T20:06:17Z

Content type: article

Language: en

Sources: [Cloudflare Blog](<https://devfeed.tech/sources/cloudflare-blog.md>)

Topics: [Cloudflare](<https://devfeed.tech/topics/cloudflare.md>), [Machine Learning, Security Attacks](<https://devfeed.tech/topics/machine-learning-security-attacks.md>), [Security](<https://devfeed.tech/topics/security.md>), [JavaScript](<https://devfeed.tech/topics/javascript.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [application-security](<https://devfeed.tech/tags/application-security.md>), [attacks](<https://devfeed.tech/tags/attacks.md>), [client-side-security](<https://devfeed.tech/tags/client-side-security.md>), [cloudflare](<https://devfeed.tech/tags/cloudflare.md>), [cybersecurity](<https://devfeed.tech/tags/cybersecurity.md>), [developer-platform](<https://devfeed.tech/tags/developer-platform.md>), [developers](<https://devfeed.tech/tags/developers.md>), [ecommerce](<https://devfeed.tech/tags/ecommerce.md>), [javascript](<https://devfeed.tech/tags/javascript.md>), [machine-learning](<https://devfeed.tech/tags/machine-learning.md>), [malicious-javascript](<https://devfeed.tech/tags/malicious-javascript.md>), [page-shield](<https://devfeed.tech/tags/page-shield.md>), [security](<https://devfeed.tech/tags/security.md>), [security-research](<https://devfeed.tech/tags/security-research.md>), [virustotal](<https://devfeed.tech/tags/virustotal.md>), [workers-ai](<https://devfeed.tech/tags/workers-ai.md>)

### AI overview

Cloudflare describes how its Client-Side Security machine learning model detected four malicious JavaScript operations involving eight payloads in live storefront traffic. The post says humans verified the findings after automated detection, while most payloads were absent from VirusTotal and received no malicious verdict from URLScan.

### Source excerpt

A modern storefront can look healthy while malicious JavaScript quietly siphons revenue, hijacks clicks, or rewrites analytics. See how Cloudflare's machine learning models surface evasive client-side attacks for analyst investigation.

## Cloudflare Adds Setting to Block AI Training Crawlers While Allowing Search Crawlers

DevFeed: [Cloudflare Adds Setting to Block AI Training Crawlers While Allowing Search Crawlers](<https://devfeed.tech/articles/cloudflare-just-gave-ai-training-bots-the-middle-finger-31387.md>)

Original publisher: [Read original article](<https://webdesignerdepot.com/cloudflare-just-gave-ai-training-bots-the-middle-finger/>)

Author: Alex Harper

Published: 2026-09-16T17:18:57Z

Content type: news

Language: en

Sources: [Web Designer Depot](<https://devfeed.tech/sources/web-designer-depot.md>)

Topics: [Cloudflare](<https://devfeed.tech/topics/cloudflare.md>), [AI Bots](<https://devfeed.tech/topics/ai-bots.md>), [Crawler](<https://devfeed.tech/topics/crawler.md>), [Google Search](<https://devfeed.tech/topics/google-search.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-crawlers](<https://devfeed.tech/tags/ai-crawlers.md>), [ai-tech](<https://devfeed.tech/tags/ai-tech.md>), [ai-training](<https://devfeed.tech/tags/ai-training.md>), [anthropic](<https://devfeed.tech/tags/anthropic.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [cloudflare](<https://devfeed.tech/tags/cloudflare.md>), [content-protection](<https://devfeed.tech/tags/content-protection.md>), [future-of-the-web](<https://devfeed.tech/tags/future-of-the-web.md>), [google-extended](<https://devfeed.tech/tags/google-extended.md>), [google-search](<https://devfeed.tech/tags/google-search.md>), [googlebot](<https://devfeed.tech/tags/googlebot.md>), [openai](<https://devfeed.tech/tags/openai.md>), [publishers](<https://devfeed.tech/tags/publishers.md>), [robots-txt](<https://devfeed.tech/tags/robots-txt.md>), [search](<https://devfeed.tech/tags/search.md>), [search-engines](<https://devfeed.tech/tags/search-engines.md>), [web](<https://devfeed.tech/tags/web.md>), [web-design](<https://devfeed.tech/tags/web-design.md>), [web-development](<https://devfeed.tech/tags/web-development.md>), [web-publishing](<https://devfeed.tech/tags/web-publishing.md>), [web-scraping](<https://devfeed.tech/tags/web-scraping.md>), [website-traffic](<https://devfeed.tech/tags/website-traffic.md>)

### AI overview

Cloudflare launched a Disallow AI Training setting that lets website owners allow traditional search crawlers while blocking training-only crawlers from companies including Amazon, Anthropic, Meta, and OpenAI. The article notes that robots.txt depends on crawler compliance and that blocking Google-Extended does not remove content from Google Search features such as AI Overviews or AI Mode.

### Source excerpt

Cloudflare just gave website owners a new weapon against AI crawlers: keep the search traffic, block the AI training. After years of watching bots consume the web's content, publishers finally have an easier way to tell AI companies where to go.

## Cloudflare adds controls to allow search indexing while disallowing AI training

DevFeed: [Cloudflare adds controls to allow search indexing while disallowing AI training](<https://devfeed.tech/articles/have-it-both-ways-stay-discoverable-in-search-while-disallowing-ai-training-26580.md>)

Original publisher: [Read original article](<https://blog.cloudflare.com/accountable-mixed-use-ai-crawlers/>)

Author: Bryan Becker

Published: 2026-09-15T13:00:00Z

Content type: release

Language: en

Sources: [Cloudflare Blog](<https://devfeed.tech/sources/cloudflare-blog.md>)

Topics: [Cloudflare](<https://devfeed.tech/topics/cloudflare.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Crawler](<https://devfeed.tech/topics/crawler.md>), [Google](<https://devfeed.tech/topics/google.md>), [Microsoft](<https://devfeed.tech/topics/microsoft.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-bots](<https://devfeed.tech/tags/ai-bots.md>), [blocking](<https://devfeed.tech/tags/blocking.md>), [bot-management](<https://devfeed.tech/tags/bot-management.md>), [bots](<https://devfeed.tech/tags/bots.md>), [cloudflare](<https://devfeed.tech/tags/cloudflare.md>), [content](<https://devfeed.tech/tags/content.md>), [google](<https://devfeed.tech/tags/google.md>), [internet](<https://devfeed.tech/tags/internet.md>), [microsoft](<https://devfeed.tech/tags/microsoft.md>), [network-services](<https://devfeed.tech/tags/network-services.md>), [product-news](<https://devfeed.tech/tags/product-news.md>), [search](<https://devfeed.tech/tags/search.md>), [security](<https://devfeed.tech/tags/security.md>)

### AI overview

Cloudflare announces a Disallow AI Training setting that lets website owners remain indexed in search while refusing AI training by mixed-use crawlers. Apple, Google, and Microsoft honor or have committed to honor the setting.

### Source excerpt

Cloudflare is giving site owners a way to stay discoverable while disallowing AI training. New controls and an Accountable designation establish a shared model with Apple, Google, and Microsoft.

## Give every teammate and agent the right level of access to your Workers

DevFeed: [Give every teammate and agent the right level of access to your Workers](<https://devfeed.tech/articles/give-every-teammate-and-agent-the-right-level-of-access-to-your-workers-26581.md>)

Original publisher: [Read original article](<https://blog.cloudflare.com/workers-granular-authorization/>)

Author: Visal In

Published: 2026-09-15T13:00:00Z

Content type: release

Language: en

Sources: [Cloudflare Blog](<https://devfeed.tech/sources/cloudflare-blog.md>)

Topics: [Workers](<https://devfeed.tech/topics/workers.md>), [Authorization](<https://devfeed.tech/topics/authorization.md>), [Developer Platform](<https://devfeed.tech/topics/developer-platform.md>), [debug](<https://devfeed.tech/topics/debug.md>)

Tags: [agent](<https://devfeed.tech/tags/agent.md>), [api](<https://devfeed.tech/tags/api.md>), [cloudflare](<https://devfeed.tech/tags/cloudflare.md>), [debug](<https://devfeed.tech/tags/debug.md>), [developer](<https://devfeed.tech/tags/developer.md>), [developer-platform](<https://devfeed.tech/tags/developer-platform.md>), [developers](<https://devfeed.tech/tags/developers.md>), [identity](<https://devfeed.tech/tags/identity.md>), [least-privilege](<https://devfeed.tech/tags/least-privilege.md>), [logs](<https://devfeed.tech/tags/logs.md>), [metrics](<https://devfeed.tech/tags/metrics.md>), [monitor](<https://devfeed.tech/tags/monitor.md>), [product-news](<https://devfeed.tech/tags/product-news.md>), [scope](<https://devfeed.tech/tags/scope.md>), [security](<https://devfeed.tech/tags/security.md>), [traces](<https://devfeed.tech/tags/traces.md>), [workers](<https://devfeed.tech/tags/workers.md>), [workflows](<https://devfeed.tech/tags/workflows.md>)

### AI overview

Cloudflare now lets teams scope access to individual Workers and assign narrower Developer Platform roles. Teammates, CI tokens, and agents can receive only the permissions needed to debug, deploy, or monitor safely.

### Source excerpt

You can now scope access to individual Workers and assign narrower Developer Platform roles, so teammates, CI tokens, and agents get only the access they need to debug, deploy, or monitor safely.

## Tools

DevFeed: [Tools](<https://devfeed.tech/articles/tools-25375.md>)

Original publisher: [Read original article](<https://kau.sh/tools/>)

Author: Kaushik Gopal

Published: 2026-09-15T04:00:36.743345Z

Content type: article

Language: en

Sources: [Kaushik Gopal's Site](<https://devfeed.tech/sources/kaushik-gopal-s-site.md>)

Topics: [Programming](<https://devfeed.tech/topics/programming.md>), [Cloudflare](<https://devfeed.tech/topics/cloudflare.md>), [Terminal](<https://devfeed.tech/topics/terminal.md>), [Vim](<https://devfeed.tech/topics/vim.md>), [Hugo](<https://devfeed.tech/topics/hugo.md>), [Firefox](<https://devfeed.tech/topics/firefox.md>), [macOS](<https://devfeed.tech/topics/macos.md>), [Obsidian](<https://devfeed.tech/topics/obsidian-md.md>), [Font](<https://devfeed.tech/topics/font.md>)

Tags: [cloudflare](<https://devfeed.tech/tags/cloudflare.md>), [firefox](<https://devfeed.tech/tags/firefox.md>), [hugo](<https://devfeed.tech/tags/hugo.md>), [mac](<https://devfeed.tech/tags/mac.md>), [macos](<https://devfeed.tech/tags/macos.md>), [programming](<https://devfeed.tech/tags/programming.md>), [programming-font](<https://devfeed.tech/tags/programming-font.md>), [terminal](<https://devfeed.tech/tags/terminal.md>), [tools](<https://devfeed.tech/tags/tools.md>), [vim](<https://devfeed.tech/tags/vim.md>)

### AI overview

A personal tools page listing services, programming tools, macOS applications, audio equipment, desk items, and physical products. It mentions Buttondown, a customized Hugo site deployed on Cloudflare Pages, Ghostty, tmux, Vim, Zed, Obsidian, Raycast, Firefox, CleanShot, and Logic Pro.

### Source excerpt

Bits ## Services ### Newsletter via Buttondown Statically generate site with Henry (highly customized Hugo theme) Deployed on Cloudflare Pages Programming ### Berkeley Mono is my programming font of choice Ghostty for terminal stuff (along with tmux) Within the terminal I'm almost entirely using Vim. Zed as my regular text editor MacOS ### Obsidian for notes & todos Raycast is my launcher Firefox for browsing CleanShot for screenshots on my mac Logic Pro for editing AI Stuff ### With AI evolving so fast, my tag ai-model-choice is a better place to track what I'm using. Atoms ## Desk ### Nordik Leather Desk Mat LEUCHTTURM1917 Soft cover journal dotted Uniball Deluxe 0.5mm Micro pens Audio ### Earthworks Ethos - 400 microphone USBPre 21 audio interface AirPods Max (yes for podcasting!) Physical ### I drive a Tesla Model Y (and eagerly waiting to move to an R3) These are no longer sold but are built like a tank. I'd probably pick the Motu 2 if my USBPre 2 ever fails ↩︎

## Cloudflare Tests Cache Transcoding to Reduce Storage Requirements

DevFeed: [Cloudflare Tests Cache Transcoding to Reduce Storage Requirements](<https://devfeed.tech/articles/cloudflare-tests-cache-transcoding-to-reduce-storage-requirements-8992.md>)

Original publisher: [Read original article](<https://www.infoq.com/news/2026/09/cloudflare-cache-transcoding/>)

Author: Renato Losio

Published: 2026-09-13T10:35:00Z

Content type: news

Language: en

Sources: [InfoQ](<https://devfeed.tech/sources/infoq.md>)

Topics: [Caching](<https://devfeed.tech/topics/caching.md>), [Transcodings](<https://devfeed.tech/topics/transcodings.md>), [cloud-infrastructure](<https://devfeed.tech/topics/cloud-infrastructure.md>), [Pingora](<https://devfeed.tech/topics/pingora.md>)

Tags: [architecture-design](<https://devfeed.tech/tags/architecture-design.md>), [cache](<https://devfeed.tech/tags/cache.md>), [caching](<https://devfeed.tech/tags/caching.md>), [cdn](<https://devfeed.tech/tags/cdn.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [cloudflare](<https://devfeed.tech/tags/cloudflare.md>), [cloudflare-cache-transcoding](<https://devfeed.tech/tags/cloudflare-cache-transcoding.md>), [compression](<https://devfeed.tech/tags/compression.md>), [cpu](<https://devfeed.tech/tags/cpu.md>), [data-centers](<https://devfeed.tech/tags/data-centers.md>), [development](<https://devfeed.tech/tags/development.md>), [edge-computing](<https://devfeed.tech/tags/edge-computing.md>), [news](<https://devfeed.tech/tags/news.md>), [pingora](<https://devfeed.tech/tags/pingora.md>), [rust](<https://devfeed.tech/tags/rust.md>), [storage](<https://devfeed.tech/tags/storage.md>)

### AI overview

Cloudflare is testing Cache Transcoding, a prototype that Zstandard-compresses eligible uncompressed text before it is stored in cache. The approach aims to increase effective cache capacity and reduce inter-data-center transfer, with configurable CPU and storage trade-offs.

### Source excerpt

Cloudflare recently described a prototype called Cache Transcoding that compresses eligible cache content, mainly uncompressed text such as HTML, JSON, CSS, and JavaScript, using Zstandard before storing it on disk. The hyperscaler estimates that the approach could provide petabytes of additional effective cache capacity, although broader testing is still needed. By Renato Losio

## Introducing automatic remediation policies with Cloudflare CASB

DevFeed: [Introducing automatic remediation policies with Cloudflare CASB](<https://devfeed.tech/articles/introducing-automatic-remediation-policies-with-cloudflare-casb-110.md>)

Original publisher: [Read original article](<https://blog.cloudflare.com/casb-policies/>)

Author: Abe Carryl

Published: 2026-09-11T13:00:00Z

Content type: release

Language: en

Sources: [Cloudflare Blog](<https://devfeed.tech/sources/cloudflare-blog.md>)

Topics: [Software as a service](<https://devfeed.tech/topics/saas.md>), [Cloudflare One](<https://devfeed.tech/topics/cloudflare-one.md>), [Orchestration](<https://devfeed.tech/topics/orchestration.md>), [Authorization](<https://devfeed.tech/topics/authorization.md>)

Tags: [automation](<https://devfeed.tech/tags/automation.md>), [casb](<https://devfeed.tech/tags/casb.md>), [cloudflare](<https://devfeed.tech/tags/cloudflare.md>), [cloudflare-one](<https://devfeed.tech/tags/cloudflare-one.md>), [event-driven](<https://devfeed.tech/tags/event-driven.md>), [oauth](<https://devfeed.tech/tags/oauth.md>), [orchestration](<https://devfeed.tech/tags/orchestration.md>), [policy](<https://devfeed.tech/tags/policy.md>), [reactive](<https://devfeed.tech/tags/reactive.md>), [saas](<https://devfeed.tech/tags/saas.md>), [security](<https://devfeed.tech/tags/security.md>), [security-operations-center](<https://devfeed.tech/tags/security-operations-center.md>), [zero-trust](<https://devfeed.tech/tags/zero-trust.md>)

### AI overview

Cloudflare introduces CASB policies that automatically remediate SaaS security findings, including revoking risky file shares and sending webhooks after a finding is detected.

### Source excerpt

Cloudflare CASB policies introduce a native automation engine built directly on the Cloudflare developer platform to remediate SaaS risks automatically. Security teams can now design event-driven logic to revoke risky file shares and send webhooks without manual intervention.

## A better way to build MCP servers with Laravel

DevFeed: [A better way to build MCP servers with Laravel](<https://devfeed.tech/articles/a-better-way-to-build-mcp-servers-with-laravel-20840.md>)

Original publisher: [Read original article](<https://laravel.com/blog/a-better-way-to-build-mcp-servers-with-laravel>)

Author: Pushpak Chhajed

Published: 2026-09-11T12:01:00Z

Content type: article

Language: en

Sources: [Laravel Blog](<https://devfeed.tech/sources/laravel-blog.md>)

Topics: [MCP](<https://devfeed.tech/topics/mcp.md>), [Laravel](<https://devfeed.tech/topics/laravel.md>), [MCP Server](<https://devfeed.tech/topics/mcp-server.md>), [context window](<https://devfeed.tech/topics/context-window.md>), [JSON Schema](<https://devfeed.tech/topics/json-schema.md>), [Cloudflare](<https://devfeed.tech/topics/cloudflare.md>)

Tags: [cloudflare](<https://devfeed.tech/tags/cloudflare.md>), [context-window](<https://devfeed.tech/tags/context-window.md>), [json-schema](<https://devfeed.tech/tags/json-schema.md>), [laravel](<https://devfeed.tech/tags/laravel.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [mcp-server](<https://devfeed.tech/tags/mcp-server.md>)

### AI overview

The article explains how Laravel MCP 1.0 uses searchable tool catalogs to avoid loading every MCP tool definition into an agent's context on every request. It describes the context costs of large tool surfaces and the evolution of the author's implementation.

### Source excerpt

Every MCP tool loads on every request. Laravel MCP 1.0 fixes that with searchable tool catalogs: the same payload for 10 or 100 tools.

## How we rebuilt Cloudflare Workers' module registry for Node.js compatibility

DevFeed: [How we rebuilt Cloudflare Workers' module registry for Node.js compatibility](<https://devfeed.tech/articles/how-we-rebuilt-cloudflare-workers-module-registry-for-node-js-compatibility-123.md>)

Original publisher: [Read original article](<https://blog.cloudflare.com/workers-module-registry-nodejs/>)

Author: James Snell

Published: 2026-09-09T13:00:00Z

Content type: article

Language: en

Sources: [Cloudflare Blog](<https://devfeed.tech/sources/cloudflare-blog.md>)

Topics: [Workers](<https://devfeed.tech/topics/workers.md>), [Node.js](<https://devfeed.tech/topics/node-js.md>)

Tags: [cloudflare](<https://devfeed.tech/tags/cloudflare.md>), [cloudflare-workers](<https://devfeed.tech/tags/cloudflare-workers.md>), [developer-platform](<https://devfeed.tech/tags/developer-platform.md>), [developers](<https://devfeed.tech/tags/developers.md>), [javascript](<https://devfeed.tech/tags/javascript.md>), [node-js](<https://devfeed.tech/tags/node-js.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [webassembly](<https://devfeed.tech/tags/webassembly.md>), [workers](<https://devfeed.tech/tags/workers.md>)

### AI overview

Cloudflare rebuilt the Workers runtime module registry to improve Node.js compatibility, URL-based module resolution, module caching, import validation, lazy compilation, and WebAssembly support.

### Source excerpt

Workers now enables Node.js compatibility by default, supports applications up to 64 mebibytes, and adds a URL-based module registry with import.meta, lazy compilation, shared code caches, and clearer errors.

## A C File Runs a 744B Model, Cloudflare Maps Agentic Traffic, and Karpathy's $48 GPT-2 - The Tokenizer Edition #36

DevFeed: [A C File Runs a 744B Model, Cloudflare Maps Agentic Traffic, and Karpathy's $48 GPT-2 - The Tokenizer Edition #36](<https://devfeed.tech/articles/a-c-file-runs-a-744b-model-cloudflare-maps-agentic-traffic-and-karpathy-s-48-gpt-2-the-tokenizer-edition-36-18330.md>)

Original publisher: [Read original article](<https://newsletter.artofsaience.com/p/a-c-file-runs-a-744b-model-cloudflare>)

Author: Sairam Sundaresan

Published: 2026-09-09T00:00:40Z

Content type: article

Language: en

Sources: [Gradient Ascent](<https://devfeed.tech/sources/gradient-ascent.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Machine learning](<https://devfeed.tech/topics/machine-learning.md>), [C](<https://devfeed.tech/topics/c.md>), [Cloudflare](<https://devfeed.tech/topics/cloudflare.md>), [Command-line interface](<https://devfeed.tech/topics/cli.md>)

Tags: [agentic](<https://devfeed.tech/tags/agentic.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-ml](<https://devfeed.tech/tags/ai-ml.md>), [c](<https://devfeed.tech/tags/c.md>), [cloudflare](<https://devfeed.tech/tags/cloudflare.md>), [terminal](<https://devfeed.tech/tags/terminal.md>)

### AI overview

A curated weekly roundup of AI resources covering research papers, videos, articles, developer tools, and learning materials. Featured items include a C program that streams a 744-billion-parameter model from disk, Cloudflare's analysis of human and agent web sessions, and a low-cost GPT-2-class model training project.

### Source excerpt

This week's most valuable AI resources

## Automatic Key Exchange: faster, post-quantum secure origin handshakes for 45 billion daily connections (and counting)

DevFeed: [Automatic Key Exchange: faster, post-quantum secure origin handshakes for 45 billion daily connections (and counting)](<https://devfeed.tech/articles/automatic-key-exchange-faster-post-quantum-secure-origin-handshakes-for-45-billion-daily-connections-and-counting-106.md>)

Original publisher: [Read original article](<https://blog.cloudflare.com/automatic-key-exchange-for-origins/>)

Author: Alex Krivit

Published: 2026-09-08T13:10:00Z

Content type: release

Language: en

Sources: [Cloudflare Blog](<https://devfeed.tech/sources/cloudflare-blog.md>)

Topics: [Cryptography](<https://devfeed.tech/topics/cryptography.md>), [SSL](<https://devfeed.tech/topics/ssl.md>), [Latency](<https://devfeed.tech/topics/latency.md>), [Encryption](<https://devfeed.tech/topics/encryption.md>)

Tags: [application-security](<https://devfeed.tech/tags/application-security.md>), [application-services](<https://devfeed.tech/tags/application-services.md>), [cloudflare](<https://devfeed.tech/tags/cloudflare.md>), [encryption](<https://devfeed.tech/tags/encryption.md>), [latency](<https://devfeed.tech/tags/latency.md>), [performance](<https://devfeed.tech/tags/performance.md>), [post-quantum](<https://devfeed.tech/tags/post-quantum.md>), [research](<https://devfeed.tech/tags/research.md>), [ssl](<https://devfeed.tech/tags/ssl.md>), [tls](<https://devfeed.tech/tags/tls.md>)

### AI overview

Cloudflare announces Automatic Key Exchange, which probes TLS 1.3 origins for supported key-agreement algorithms and uses the preferred option on the first connection attempt. The rollout reduces HelloRetryRequests and handshake latency while automatically preferring post-quantum hybrid connections where supported.

### Source excerpt

Automatic Key Exchange probes TLS 1.3-capable customer origins to learn which key agreement algorithms they support. We then lead with the most secure algorithm when connecting to the origin, preferring post-quantum connections wherever the origin supports it.

## Black Hat USA 2026: Safeguarding DNS with Secure Access

DevFeed: [Black Hat USA 2026: Safeguarding DNS with Secure Access](<https://devfeed.tech/articles/black-hat-usa-2026-safeguarding-dns-with-secure-access-8407.md>)

Original publisher: [Read original article](<https://blogs.cisco.com/security/bhusa-2026-soc-dns/>)

Author: Steve Vida

Published: 2026-09-07T15:00:32Z

Content type: article

Language: en

Sources: [Security @ Cisco Blogs](<https://devfeed.tech/sources/security-cisco-blogs.md>)

Topics: [SIEM, Security, Observability](<https://devfeed.tech/topics/siem-security-observability.md>), [telemetry](<https://devfeed.tech/topics/telemetry.md>), [NOC](<https://devfeed.tech/topics/noc.md>)

Tags: [apple](<https://devfeed.tech/tags/apple.md>), [black-hat](<https://devfeed.tech/tags/black-hat.md>), [cisco-secure-access](<https://devfeed.tech/tags/cisco-secure-access.md>), [cisco-security-cloud](<https://devfeed.tech/tags/cisco-security-cloud.md>), [cisco-talos](<https://devfeed.tech/tags/cisco-talos.md>), [cisco-xdr](<https://devfeed.tech/tags/cisco-xdr.md>), [cloudflare](<https://devfeed.tech/tags/cloudflare.md>), [cybersecurity](<https://devfeed.tech/tags/cybersecurity.md>), [dns](<https://devfeed.tech/tags/dns.md>), [google](<https://devfeed.tech/tags/google.md>), [network-operations-center](<https://devfeed.tech/tags/network-operations-center.md>), [noc](<https://devfeed.tech/tags/noc.md>), [phishing](<https://devfeed.tech/tags/phishing.md>), [privacy](<https://devfeed.tech/tags/privacy.md>), [security](<https://devfeed.tech/tags/security.md>), [security-operations-center](<https://devfeed.tech/tags/security-operations-center.md>), [soc](<https://devfeed.tech/tags/soc.md>), [splunk-cloud](<https://devfeed.tech/tags/splunk-cloud.md>), [splunk-enterprise-security](<https://devfeed.tech/tags/splunk-enterprise-security.md>), [statistics](<https://devfeed.tech/tags/statistics.md>), [telemetry](<https://devfeed.tech/tags/telemetry.md>)

### AI overview

Cisco reports on using Secure Access and DNS telemetry to protect the Black Hat USA 2026 network. The article highlights blocking unapproved encrypted DNS resolvers, DNS request statistics, and activity classified as hacking.

### Source excerpt

Cisco is the Security Cloud Provider for the Black Hat conferences, over a decade providing DNS Security. Learn about protecting DNS with Secure Access.

## What's new in Swift: August 2026 Edition

DevFeed: [What's new in Swift: August 2026 Edition](<https://devfeed.tech/articles/what-s-new-in-swift-august-2026-edition-2938.md>)

Original publisher: [Read original article](<https://swift.org/blog/whats-new-in-swift-august-2026/>)

Author: Dave Lester

Published: 2026-09-04T16:30:00Z

Content type: news

Language: en

Sources: [Swift.org](<https://devfeed.tech/sources/swift-org.md>)

Topics: [modern web development](<https://devfeed.tech/topics/modern-web-development.md>), [Vapor](<https://devfeed.tech/topics/swift-vapor.md>), [Back end](<https://devfeed.tech/topics/backend.md>)

Tags: [backend](<https://devfeed.tech/tags/backend.md>), [cloudflare](<https://devfeed.tech/tags/cloudflare.md>), [demo](<https://devfeed.tech/tags/demo.md>), [frontend](<https://devfeed.tech/tags/frontend.md>), [swift](<https://devfeed.tech/tags/swift.md>), [wasm](<https://devfeed.tech/tags/wasm.md>), [webassembly](<https://devfeed.tech/tags/webassembly.md>)

### AI overview

A Swift community update highlights Elementary and ElementaryUI, projects for server-rendered and browser-based web UIs. It also describes Swift-to-WebAssembly progress and a Cloudflare full-stack demo using shared message types.

### Source excerpt

Welcome to "What's new in Swift," a curated digest of releases, videos, and discussions in the Swift project and community. Here's an update from guest contributor Simon Leeb on Swift's progress as a language for web scenarios: Hi, Simon here! I am the creator of the elementary-swift project, a collection of packages born from a simple wish: I want to build web UIs in Swift and ultimately help Swift become a first-class choice for the web. This journey began after I started using Swift for backend services. The web frontend, however, still lived in a separate ecosystem, and I really wanted it to feel as ergonomic, safe, and efficient as the Swift I was writing everywhere else. That led to the creation of Elementary: a modern and efficient HTML rendering library with a familiar declarative API, built for the web. It integrates easily with frameworks like Vapor and Hummingbird, and has become a practical option for server-rendered web UIs. Around that same time, years of community work in the swift-wasm project made compiling Swift to WebAssembly increasingly viable, while Embedded Swift was taking its first experimental steps. This made me wonder: "How hard can it be to use Embedded Swift and build a state-driven web UI framework that produces tiny WebAssembly binaries?" Turns out: quite hard, actually! But it was too late. Despite my better judgment, I was in the middle of creating what is now known as ElementaryUI. Where Elementary renders HTML on the server, ElementaryUI runs in the browser itself. You can watch my talk at Swift@FOSDEM 2026 if you want to know more about the why, what, and how. To showcase where the project is heading, I recently posted a small Full-Stack Swift on Cloudflare demo. It features Swift in the browser communicating with a Swift backend on an edge worker through shared message types. I hope it gives people a concrete sense of how much the core technologies and the surrounding tooling have advanced. ElementaryUI is still young, with plen

## How to set up Datadog monitoring for a Webflow Cloud app

DevFeed: [How to set up Datadog monitoring for a Webflow Cloud app](<https://devfeed.tech/articles/how-to-set-up-datadog-monitoring-for-a-webflow-cloud-app-9193.md>)

Original publisher: [Read original article](<https://webflowmarketingmain.com/blog/datadog-monitoring-webflow-cloud-app>)

Author: Ismail Ajagbe

Published: 2026-09-04T00:00:00Z

Content type: tutorial

Language: en

Sources: [Webflow Blog](<https://devfeed.tech/sources/webflow-blog.md>)

Topics: [App](<https://devfeed.tech/topics/app.md>), [API keys](<https://devfeed.tech/topics/api-keys.md>), [Next.js](<https://devfeed.tech/topics/next-js.md>), [Node.js](<https://devfeed.tech/topics/node-js.md>), [Cloudflare](<https://devfeed.tech/topics/cloudflare.md>)

Tags: [api-keys](<https://devfeed.tech/tags/api-keys.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [cloudflare](<https://devfeed.tech/tags/cloudflare.md>), [guides](<https://devfeed.tech/tags/guides.md>), [monitoring](<https://devfeed.tech/tags/monitoring.md>), [next-js](<https://devfeed.tech/tags/next-js.md>), [node-js](<https://devfeed.tech/tags/node-js.md>), [webflow](<https://devfeed.tech/tags/webflow.md>)

### AI overview

A tutorial for sending custom Datadog metrics from Webflow Cloud Route Handlers without infrastructure-level access.

### Source excerpt

Learn how to set up Datadog monitoring on a Webflow Cloud app.

## Introducing context-aware vulnerability discovery and remediation with Cloudflare Managed Defense and OpenAI Daybreak models

DevFeed: [Introducing context-aware vulnerability discovery and remediation with Cloudflare Managed Defense and OpenAI Daybreak models](<https://devfeed.tech/articles/introducing-context-aware-vulnerability-discovery-and-remediation-with-cloudflare-managed-defense-and-openai-daybreak-models-122.md>)

Original publisher: [Read original article](<https://blog.cloudflare.com/vulnerability-discovery-remediation/>)

Author: Blake Darché

Published: 2026-09-03T21:03:02Z

Content type: release

Language: en

Sources: [Cloudflare Blog](<https://devfeed.tech/sources/cloudflare-blog.md>)

Topics: [Vulnerabilities](<https://devfeed.tech/topics/vulnerabilities.md>), [Language models](<https://devfeed.tech/topics/language-models.md>), [AI-assisted coding](<https://devfeed.tech/topics/ai-assisted-coding.md>)

Tags: [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [cloudflare](<https://devfeed.tech/tags/cloudflare.md>), [code](<https://devfeed.tech/tags/code.md>), [developers](<https://devfeed.tech/tags/developers.md>), [edge](<https://devfeed.tech/tags/edge.md>), [firewall](<https://devfeed.tech/tags/firewall.md>), [gpt](<https://devfeed.tech/tags/gpt.md>), [large-language-models](<https://devfeed.tech/tags/large-language-models.md>), [openai](<https://devfeed.tech/tags/openai.md>), [product-news](<https://devfeed.tech/tags/product-news.md>), [production](<https://devfeed.tech/tags/production.md>), [security](<https://devfeed.tech/tags/security.md>), [vulnerability](<https://devfeed.tech/tags/vulnerability.md>), [workers](<https://devfeed.tech/tags/workers.md>)

### AI overview

Cloudflare announces early access to an invitation-only service that prioritizes code vulnerabilities using production traffic, security signals, WAF context, and OpenAI Daybreak models. It proposes and validates patches or mitigations for customer review, while customers decide whether to implement them.

### Source excerpt

Use production traffic and security signals to prioritize findings, prepare edge mitigations when safe, and propose code patches. By combining WAF data with OpenAI Daybreak models, Vulnerability Discovery and Remediation helps teams identify and patch the most critical threats first.

## Astro 7.3

DevFeed: [Astro 7.3](<https://devfeed.tech/articles/astro-7-3-3269.md>)

Original publisher: [Read original article](<https://astro.build/blog/astro-730/>)

Author: Matthew Phillips

Published: 2026-09-03T00:00:00Z

Content type: release

Language: en

Sources: [The Astro Blog](<https://devfeed.tech/sources/the-astro-blog.md>)

Topics: [Server](<https://devfeed.tech/topics/server.md>), [log management](<https://devfeed.tech/topics/log-management.md>), [Caching](<https://devfeed.tech/topics/caching.md>), [Command-line interface](<https://devfeed.tech/topics/cli.md>)

Tags: [astro](<https://devfeed.tech/tags/astro.md>), [cache](<https://devfeed.tech/tags/cache.md>), [cli](<https://devfeed.tech/tags/cli.md>), [cloudflare](<https://devfeed.tech/tags/cloudflare.md>), [logging](<https://devfeed.tech/tags/logging.md>), [release](<https://devfeed.tech/tags/release.md>), [servers](<https://devfeed.tech/tags/servers.md>)

### AI overview

Astro 7.3 adds support for multiple preview servers, routes runtime logging to custom image services and cache providers, and introduces a Cloudflare helper for custom worker entrypoints.

### Source excerpt

Astro 7.3 adds an --ignore-lock flag for astro preview, passes Astro's runtime logger into custom image services and cache providers, and ships a finalize() helper for Cloudflare custom worker entrypoints.

## How we could save petabytes of cache storage with Zstandard and Pingora

DevFeed: [How we could save petabytes of cache storage with Zstandard and Pingora](<https://devfeed.tech/articles/how-we-could-save-petabytes-of-cache-storage-with-zstandard-and-pingora-109.md>)

Original publisher: [Read original article](<https://blog.cloudflare.com/cache-transcoding/>)

Author: Aashi Patel

Published: 2026-09-01T12:59:00Z

Content type: article

Language: en

Sources: [Cloudflare Blog](<https://devfeed.tech/sources/cloudflare-blog.md>)

Topics: [Caching](<https://devfeed.tech/topics/caching.md>), [Pingora](<https://devfeed.tech/topics/pingora.md>), [cloud-infrastructure](<https://devfeed.tech/topics/cloud-infrastructure.md>), [Hardware](<https://devfeed.tech/topics/hardware.md>)

Tags: [cache](<https://devfeed.tech/tags/cache.md>), [cloudflare](<https://devfeed.tech/tags/cloudflare.md>), [compression](<https://devfeed.tech/tags/compression.md>), [cpu](<https://devfeed.tech/tags/cpu.md>), [data-center](<https://devfeed.tech/tags/data-center.md>), [hardware](<https://devfeed.tech/tags/hardware.md>), [internship-experience](<https://devfeed.tech/tags/internship-experience.md>), [performance](<https://devfeed.tech/tags/performance.md>), [pingora](<https://devfeed.tech/tags/pingora.md>), [prototyping](<https://devfeed.tech/tags/prototyping.md>), [storage](<https://devfeed.tech/tags/storage.md>), [testing](<https://devfeed.tech/tags/testing.md>)

### AI overview

Cloudflare describes a Cache Transcoding prototype that stores eligible cached assets in Zstandard-compressed form. The approach aims to increase effective cache capacity and reduce inter-data-center transfers while adding a small CPU cost during cache fills.

### Source excerpt

Could we get more cache space with the same hardware? We prototyped compression inside Cloudflare's cache to find out.

## AI-assisted customization may reshape how software is built

DevFeed: [AI-assisted customization may reshape how software is built](<https://devfeed.tech/articles/the-age-of-customized-software-or-custom-made-software-38742.md>)

Original publisher: [Read original article](<https://www.paleblueapps.com/rockandnull/age-of-customized-software/>)

Author: Mike Yerou

Published: 2026-09-01T12:42:38Z

Content type: opinion

Language: en

Sources: [Rock and Null](<https://devfeed.tech/sources/rock-and-null.md>)

Topics: [Software](<https://devfeed.tech/topics/software.md>), [Vibe coding](<https://devfeed.tech/topics/vibe-coding.md>), [AI-assisted coding](<https://devfeed.tech/topics/ai-assisted-coding.md>), [Agent Harness](<https://devfeed.tech/topics/agent-harness.md>), [Cloudflare](<https://devfeed.tech/topics/cloudflare.md>)

Tags: [agent-harness](<https://devfeed.tech/tags/agent-harness.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-coding-agents](<https://devfeed.tech/tags/ai-coding-agents.md>), [cloudflare](<https://devfeed.tech/tags/cloudflare.md>), [software](<https://devfeed.tech/tags/software.md>), [software-engineering](<https://devfeed.tech/tags/software-engineering.md>), [thoughts](<https://devfeed.tech/tags/thoughts.md>), [vibe-coding](<https://devfeed.tech/tags/vibe-coding.md>)

### AI overview

The article argues that AI coding agents and vibe coding are lowering the cost of custom software, but suggests the future may involve customizing capable software platforms rather than building and maintaining applications entirely from scratch.

### Source excerpt

AI is changing the economics of custom software. The future may not be everyone building from scratch, but rather customizing a strong software base to fit their specific needs.

## 🍔🧠 How Cloudflare Freed 100TB RAM With 5 Cache Changes

DevFeed: [🍔🧠 How Cloudflare Freed 100TB RAM With 5 Cache Changes](<https://devfeed.tech/articles/how-cloudflare-freed-100tb-ram-with-5-cache-changes-18125.md>)

Original publisher: [Read original article](<https://hungrymindsdev.substack.com/p/how-cloudflare-freed-100tb-ram-with>)

Author: Alexandre Zajac

Published: 2026-08-31T15:30:54Z

Content type: article

Language: en

Sources: [Hungry Minds](<https://devfeed.tech/sources/hungry-minds.md>)

Topics: [Cloudflare](<https://devfeed.tech/topics/cloudflare.md>), [Caching](<https://devfeed.tech/topics/caching.md>), [Cache](<https://devfeed.tech/topics/cache.md>), [CPU Cache](<https://devfeed.tech/topics/cpu-cache.md>), [Software Engineering](<https://devfeed.tech/topics/software-engineering.md>)

Tags: [cache](<https://devfeed.tech/tags/cache.md>), [cloudflare](<https://devfeed.tech/tags/cloudflare.md>), [cpu-cache](<https://devfeed.tech/tags/cpu-cache.md>), [software](<https://devfeed.tech/tags/software.md>), [software-engineering](<https://devfeed.tech/tags/software-engineering.md>)

### AI overview

Cloudflare optimized the storage of DNS cache entries in its Big Pineapple platform through five changes, reducing per-entry memory usage by more than 50% and freeing roughly 100 terabytes across its fleet. The reported changes also increased insert throughput by 43% and reduced lookup latency by 19%.

### Source excerpt

PLUS: Anthropic hardware standard 🤖, Rust state machines 🦀, Agent context compression 💾

## Introducing Adaptive Intelligence: Undermining the economics of every bot attack

DevFeed: [Introducing Adaptive Intelligence: Undermining the economics of every bot attack](<https://devfeed.tech/articles/introducing-adaptive-intelligence-undermining-the-economics-of-every-bot-attack-115.md>)

Original publisher: [Read original article](<https://blog.cloudflare.com/introducing-adaptive-intelligence/>)

Author: Chris Pope

Published: 2026-08-31T12:59:00Z

Content type: release

Language: en

Sources: [Cloudflare Blog](<https://devfeed.tech/sources/cloudflare-blog.md>)

Topics: [Bot](<https://devfeed.tech/topics/bot.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Cloudflare](<https://devfeed.tech/topics/cloudflare.md>), [Network](<https://devfeed.tech/topics/network.md>), [releases](<https://devfeed.tech/topics/releases.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [application-security](<https://devfeed.tech/tags/application-security.md>), [attacks](<https://devfeed.tech/tags/attacks.md>), [bot-management](<https://devfeed.tech/tags/bot-management.md>), [cloudflare](<https://devfeed.tech/tags/cloudflare.md>), [machine-learning](<https://devfeed.tech/tags/machine-learning.md>), [network](<https://devfeed.tech/tags/network.md>), [product-news](<https://devfeed.tech/tags/product-news.md>), [releases](<https://devfeed.tech/tags/releases.md>)

### AI overview

Cloudflare introduces Adaptive Intelligence, a bot detection engine designed to undermine the economics of automated attacks. It responds to attackers' changing tactics by learning from live traffic and making attacks slower and more costly to sustain.

### Source excerpt

Bot operators have historically had the economic advantage, bypassing static, deterministic detection rules with cheap proxies and retooling. Cloudflare's new Adaptive Intelligence engine flips this dynamic by autonomously learning from the meta-signals of live traffic and deploying disposable rules, making automated attacks too expensive to sustain.

## AI-assisted genealogy

DevFeed: [AI-assisted genealogy](<https://devfeed.tech/articles/ai-assisted-genealogy-18915.md>)

Original publisher: [Read original article](<https://blog.frankel.ch/ai-assisted-genealogy/>)

Author: Nicolas Fränkel

Published: 2026-08-30T00:00:00Z

Content type: tutorial

Language: en

Sources: [Nicolas Fränkel](<https://devfeed.tech/sources/nicolas-frankel.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [data](<https://devfeed.tech/topics/data.md>), [GitHub](<https://devfeed.tech/topics/github.md>), [Software](<https://devfeed.tech/topics/software.md>), [Cloudflare](<https://devfeed.tech/topics/cloudflare.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [cloudflare](<https://devfeed.tech/tags/cloudflare.md>), [coding-assistant](<https://devfeed.tech/tags/coding-assistant.md>), [genealogy](<https://devfeed.tech/tags/genealogy.md>), [github](<https://devfeed.tech/tags/github.md>), [project](<https://devfeed.tech/tags/project.md>), [software](<https://devfeed.tech/tags/software.md>), [technical](<https://devfeed.tech/tags/technical.md>)

### AI overview

The article describes using AI as a tool for genealogical research. In less than a month, the author gathered more than 600 individuals and traced 12 generations in some branches, using a software-project workflow, genealogical records, GEDCOM files, GitHub or Codeberg, and Cloudflare Pages.

### Source excerpt

My son recently came to me to brag about using AI to find our ancestors. While the results were correct, I didn't learn anything new, as it stopped at my grandparents. I was never very interested in my genealogy, but I decided to see if AI would be a good tool for this. TL;DR: Yes, it is, and even more than that. In a little less than one month, I managed to gather more than 600 individuals and get back 12 generations in some branches.

## TerminalFix campaign deploys a reverse tunnel through multistage intrusion

DevFeed: [TerminalFix campaign deploys a reverse tunnel through multistage intrusion](<https://devfeed.tech/articles/terminalfix-campaign-deploys-a-reverse-tunnel-through-multistage-intrusion-7636.md>)

Original publisher: [Read original article](<https://www.microsoft.com/en-us/security/blog/2026/08/28/terminalfix-campaign-deploys-reverse-tunnel-through-multistage-intrusion/>)

Author: Microsoft Security Research, Sagar Patil, Suriyaraj Natarajan and Parasharan Raghavan

Published: 2026-08-29T03:43:27Z

Content type: article

Language: en

Sources: [Microsoft Security Blog](<https://devfeed.tech/sources/microsoft-security-blog.md>)

Topics: [High Profile Threats](<https://devfeed.tech/topics/high-profile-threats.md>)

Tags: [analysis](<https://devfeed.tech/tags/analysis.md>), [c2](<https://devfeed.tech/tags/c2.md>), [clickfix](<https://devfeed.tech/tags/clickfix.md>), [cloudflare](<https://devfeed.tech/tags/cloudflare.md>), [microsoft](<https://devfeed.tech/tags/microsoft.md>), [persistence](<https://devfeed.tech/tags/persistence.md>), [powershell](<https://devfeed.tech/tags/powershell.md>), [python](<https://devfeed.tech/tags/python.md>), [ransomware](<https://devfeed.tech/tags/ransomware.md>), [security](<https://devfeed.tech/tags/security.md>), [windows](<https://devfeed.tech/tags/windows.md>)

### AI overview

Microsoft analyzes the TerminalFix ClickFix campaign, which uses a fake Cloudflare CAPTCHA to induce PowerShell execution and deploys a multi-stage intrusion chain. The chain includes DLL sideloading, steganographic payload delivery, Active Directory reconnaissance, persistence, and an encrypted reverse tunnel that can provide access into the compromised network.

### Source excerpt

Microsoft Threat Intelligence provides analysis of a ClickFix campaign that uses fake CAPTCHA prompts, DLL sideloading, and a reverse tunnel, with detections and hunting guidance. The post TerminalFix campaign deploys a reverse tunnel through multistage intrusion appeared first on Microsoft Security Blog.

## BotBase for Operators: A clearer path to joining Cloudflare's directory of bots and agents

DevFeed: [BotBase for Operators: A clearer path to joining Cloudflare's directory of bots and agents](<https://devfeed.tech/articles/botbase-for-operators-a-clearer-path-to-joining-cloudflare-s-directory-of-bots-and-agents-108.md>)

Original publisher: [Read original article](<https://blog.cloudflare.com/botbase-for-operators/>)

Author: Julian Laxman

Published: 2026-08-28T12:59:44Z

Content type: release

Language: en

Sources: [Cloudflare Blog](<https://devfeed.tech/sources/cloudflare-blog.md>)

Topics: [AI Bots](<https://devfeed.tech/topics/ai-bots.md>)

Tags: [agents](<https://devfeed.tech/tags/agents.md>), [ai-bots](<https://devfeed.tech/tags/ai-bots.md>), [application-security](<https://devfeed.tech/tags/application-security.md>), [bot-management](<https://devfeed.tech/tags/bot-management.md>), [bots](<https://devfeed.tech/tags/bots.md>), [cloudflare](<https://devfeed.tech/tags/cloudflare.md>), [content](<https://devfeed.tech/tags/content.md>), [model](<https://devfeed.tech/tags/model.md>), [update](<https://devfeed.tech/tags/update.md>)

### AI overview

Cloudflare launched BotBase for Operators, adding a dashboard area where bot operators can browse the directory, submit bots, and track submission history. The update also provides submission-status visibility, editing, and a behavior model for declaring content use.

### Source excerpt

Bot operators now have a home in the Cloudflare dashboard to manage submissions. This update adds submission status tracking, submission editing, and a behavior model so operators can accurately declare how their bots use content.

[Next page](<https://devfeed.tech/tags/cloudflare.md?cursor=WyIyMDI2LTA4LTI4VDEyOjU5OjQ0KzAwOjAwIiwgImE3NzU0NzAzLThiNTQtNGNhNi05ODA3LTQ3ZDAzMWJkMDk5OSJd>)