https://pulse.adyog.com/insights/siemens-controllers-no-fix-planned-segmentation WebPulse en 2026-10-25T13:42:47+00:00 Siemens has no fix planned for some controllers, so the network must protect them https://pulse.adyog.com/insights/anthropic-cut-80-percent-claude-code-prompt WebPulse en 2026-10-25T10:46:22+00:00 Anthropic says it cut over 80% of Claude Code's prompt for newer models, no coding loss https://pulse.adyog.com/briefs/france-asked-isps-to-prepare-short-dns-blocks-of-tiktok-inst WebPulse en 2026-10-25T10:44:32+00:00 France asked ISPs to prepare short DNS blocks of TikTok, Instagram and Snapchat https://pulse.adyog.com/insights/php2shell-public-exploits-need-lab-conditions WebPulse en 2026-10-25T09:43:13+00:00 One SANS handler: some php2shell PoCs rely on lab settings https://pulse.adyog.com/insights/deepseek-v41-flash-cost-per-task WebPulse en 2026-10-25T08:49:51+00:00 Price AI agents by the finished task, not the token https://pulse.adyog.com/insights/cctld-registry-compromise-google-certificates WebPulse en 2026-10-25T08:49:04+00:00 Three compromised country registries yielded 12 unauthorized Google certificates https://pulse.adyog.com/briefs/convovo-test-grok-picks-republicans-gpt-picks-democrats-when WebPulse en 2026-10-25T08:47:25+00:00 Convovo test: Grok picks Republicans, GPT picks Democrats when forced to choose https://pulse.adyog.com/briefs/moss-image-about-1-3-million-downloads-in-4-days-summed-acro WebPulse en 2026-10-25T08:44:42+00:00 MOSS-Image: about 1.3 million downloads in 4 days, summed across repositories https://pulse.adyog.com/insights/aws-mcp-python-sandbox-escape-match-case WebPulse en 2026-10-25T07:47:19+00:00 A Researcher Broke Out of AWS's AI Code Sandbox Using Python Pattern Matching https://pulse.adyog.com/insights/researchers-show-leaked-github-tokens-can-be-used-before-they-expire WebPulse en 2026-10-25T06:44:10+00:00 Researchers show leaked GitHub tokens can be used before they expire https://pulse.adyog.com/insights/vercel-oidc-marketplace-static-credentials WebPulse en 2026-10-25T05:54:08+00:00 Vercel to label Marketplace vendors with long-lived secrets 'Not secure' by Nov 30 https://pulse.adyog.com/insights/jfrog-shadow-ai-developer-workstations WebPulse en 2026-10-25T05:52:20+00:00 JFrog says AI agent add-ons on developer laptops skip software review https://pulse.adyog.com/insights/ai-agent-skills-carry-instructions-scanners-miss WebPulse en 2026-10-25T05:50:52+00:00 JFrog says code scanners may miss AI agent skills written in plain English https://pulse.adyog.com/insights/agent-rules-files-are-requests-not-controls WebPulse en 2026-10-25T05:49:09+00:00 A rules file for a coding agent is a request, not a security control https://pulse.adyog.com/insights/a-model-s-invented-domain-or-package-name-is-one-an-attacker-can-regis WebPulse en 2026-10-25T05:47:06+00:00 A model's invented domain or package name is one an attacker can register https://pulse.adyog.com/insights/secure-adlc-coding-agents-act-before-review WebPulse en 2026-10-25T04:47:27+00:00 AI coding agents act before any code is reviewed, Endor Labs warns https://pulse.adyog.com/insights/researcher-ai-agents-inherit-old-web-security-flaws-their-builders-oft WebPulse en 2026-10-25T04:45:43+00:00 Researcher: AI agents inherit old web-security flaws their builders often skip https://pulse.adyog.com/insights/ransomware-affiliates-payout-war-q3-2026 WebPulse en 2026-10-25T04:43:57+00:00 Ransomware rivals court affiliates as Nord counts 2,894 Q3 incidents https://pulse.adyog.com/insights/decathlon-s-bug-bounty-team-made-ai-spam-cost-something-with-credits-a WebPulse en 2026-10-25T03:42:49+00:00 Decathlon's bug bounty team made AI spam cost something with credits and penalties https://pulse.adyog.com/briefs/jassy-says-aws-cloud-capacity-is-largely-sold-out-through-20 WebPulse en 2026-10-25T02:41:42+00:00 Jassy says AWS cloud capacity is largely sold out through 2027 https://pulse.adyog.com/insights/as-ai-writes-the-code-knowing-what-good-means-becomes-the-scarce-skill WebPulse en 2026-10-25T01:46:36+00:00 As AI writes the code, knowing what good means becomes the scarce skill https://pulse.adyog.com/insights/one-bug-bounty-triage-team-says-cheap-ai-reports-now-act-as-a-denial-o WebPulse en 2026-10-25T00:48:42+00:00 One bug-bounty triage team says cheap AI reports now act as a denial of service https://pulse.adyog.com/insights/cbfc-portal-leak-film-contracts-exposed WebPulse en 2026-10-25T00:45:06+00:00 The Hindu reports film censor files were posted online; board finds no trace so far https://pulse.adyog.com/insights/a-speaker-on-owasp-s-channel-says-three-build-habits-put-500-000-token WebPulse en 2026-10-24T23:48:40+00:00 A speaker on OWASP's channel says three build habits put 500,000 tokens in public images https://pulse.adyog.com/briefs/openai-resumes-top-model-training-reports-a-brotli-compressi WebPulse en 2026-10-24T23:45:13+00:00 OpenAI resumes top-model training, reports a Brotli compression flaw https://pulse.adyog.com/insights/vs-code-extensions-run-unsandboxed-the-few-security-tools-one-expert-t WebPulse en 2026-10-24T23:07:37+00:00 VS Code extensions run unsandboxed; the few security tools one expert tested missed them https://pulse.adyog.com/insights/fraud-moves-after-onboarding-transunion-report WebPulse en 2026-10-24T23:03:47+00:00 TransUnion: fraud increasingly strikes after onboarding, so recheck identity https://pulse.adyog.com/insights/aokigahara-infostealer-targets-ai-sessions WebPulse en 2026-10-24T22:57:42+00:00 New infostealer goes after AI app sessions and developer keys https://pulse.adyog.com/insights/sentry-is-testing-a-small-classifier-to-screen-for-prompt-injection-mo WebPulse en 2026-10-24T21:41:25+00:00 Sentry is testing a small classifier to screen for prompt injection more cheaply https://pulse.adyog.com/insights/siemens-simatic-ipc-secure-boot-test-key WebPulse en 2026-10-24T19:52:14+00:00 Siemens industrial PCs trust a test key that can bypass Secure Boot https://pulse.adyog.com/insights/if-your-debugging-agent-reads-error-feeds-a-fake-error-can-talk-to-it WebPulse en 2026-10-24T19:46:11+00:00 If your debugging agent reads error feeds, a fake error can talk to it https://pulse.adyog.com/insights/skynet-mode-attack-agent-borrows-exposed-ai WebPulse en 2026-10-24T18:53:35+00:00 Attackers built an agent designed to borrow exposed AI models https://pulse.adyog.com/insights/google-cloud-london-outage-resilience-owned WebPulse en 2026-10-24T18:49:37+00:00 A Google Cloud London outage prompts a call to design resilience https://pulse.adyog.com/insights/cloudflare-origin-range-requests-chunks WebPulse en 2026-10-24T18:45:44+00:00 Cloudflare drops the range-size setting that made big files costly https://pulse.adyog.com/briefs/block-unveils-dessa-a-voice-ai-trained-only-on-human-speech WebPulse en 2026-10-24T14:39:24+00:00 Block unveils Dessa, a voice AI trained only on human speech, with no text https://pulse.adyog.com/insights/teams-ai-phishing-detection-chat-context WebPulse en 2026-10-24T13:44:57+00:00 Microsoft Teams will use chat context to flag phishing with no links https://pulse.adyog.com/insights/siemens-wincc-cve-2026-59241-database-privilege WebPulse en 2026-10-24T12:47:13+00:00 Siemens WinCC flaw lets a database login run commands on the host https://pulse.adyog.com/insights/bayer-ai-agents-explain-ml-workflows-limits WebPulse en 2026-10-24T12:45:38+00:00 Bayer lets AI agents explain its ML systems, and limits what they can touch https://pulse.adyog.com/insights/mythicratatoskr-yggdrasil-sandworm-handoff WebPulse en 2026-10-24T11:45:15+00:00 Russia-aligned hackers kept a control server inside a public mesh network https://pulse.adyog.com/insights/shadow-ai-agents-mcp-servers-governance WebPulse en 2026-10-24T10:48:39+00:00 Tenable: shadow AI now means agents and tool servers, not just chatbots https://pulse.adyog.com/insights/netflix-quasar-library-change-blast-radius WebPulse en 2026-10-24T07:46:55+00:00 Netflix built a tool to show who uses a library method before it is removed https://pulse.adyog.com/insights/kimi-k3-1-pro-ai-gateway-model-switching WebPulse en 2026-10-24T07:44:53+00:00 On an AI gateway, switching models takes a name change, so cost controls matter https://pulse.adyog.com/insights/moonshot-kimi-k31-pro-cyber-curbs WebPulse en 2026-10-24T06:44:29+00:00 Moonshot says it trimmed hacking skill from an open AI model, not removed it https://pulse.adyog.com/insights/an-agent-test-is-only-as-useful-as-the-metric-and-traces-behind-it WebPulse en 2026-10-24T04:42:13+00:00 An agent test is only as useful as the metric and traces behind it https://pulse.adyog.com/insights/sending-every-ai-alarm-to-a-human-reviewer-turns-oversight-into-a-capa WebPulse en 2026-10-24T03:42:08+00:00 Sending every AI alarm to a human reviewer turns oversight into a capacity problem https://pulse.adyog.com/insights/give-each-ai-agent-its-own-token-so-its-actions-can-be-audited-limited WebPulse en 2026-10-24T02:48:39+00:00 Give each AI agent its own token so its actions can be audited, limited and revoked https://pulse.adyog.com/briefs/uk-to-put-100m-into-an-ai-biosecurity-lab-plus-200m-in-ai-cr WebPulse en 2026-10-24T02:45:30+00:00 UK to put £100m into an AI biosecurity lab, plus £200m in AI credits https://pulse.adyog.com/insights/vercel-connect-managed-stripe-keys-agents WebPulse en 2026-10-24T02:05:12+00:00 Vercel lets each AI agent hold its own limited Stripe key https://pulse.adyog.com/insights/us-ai-chips-rental-gap-china-compute WebPulse en 2026-10-24T01:59:53+00:00 Firms barred from buying US AI chips can still rent them, a think tank says https://pulse.adyog.com/insights/kiloview-e3-encoder-nine-flaws-cisa WebPulse en 2026-10-24T01:56:45+00:00 Kiloview E3 video encoder has nine flaws; CISA says attackers could take over https://pulse.adyog.com/insights/an-agent-skipped-two-tools-that-needed-a-browser-or-api-key-to-sign-up WebPulse en 2026-10-24T01:53:12+00:00 An agent skipped two tools that needed a browser or API key to sign up https://pulse.adyog.com/briefs/uk-proposes-up-to-14-years-in-prison-for-damaging-undersea-c WebPulse en 2026-10-24T01:45:25+00:00 UK proposes up to 14 years in prison for damaging undersea cables https://pulse.adyog.com/insights/litellm-secret-stealing-workflows-oct-10 WebPulse en 2026-10-24T00:58:00+00:00 Secret-stealing code ran in LiteLLM's build system 11 days before the attack https://pulse.adyog.com/insights/intersystems-iris-health-tls-enabled-not-required WebPulse en 2026-10-24T00:55:55+00:00 IRIS for Health: InterSystems recommends TLS 'Required', not 'Enabled' https://pulse.adyog.com/insights/ai-query-cost-falls-when-software-does-the-maths WebPulse en 2026-10-24T00:53:57+00:00 In one vendor test, moving a calculation out of the AI model cut cost 90% https://pulse.adyog.com/insights/ai-pricing-predictability-over-revenue-revenera WebPulse en 2026-10-24T00:52:45+00:00 Many software makers put predictable AI pricing ahead of revenue https://pulse.adyog.com/insights/a-no-priors-speaker-says-early-ai-writes-verbose-code-so-human-design- WebPulse en 2026-10-24T00:49:15+00:00 A No Priors speaker says early AI writes verbose code, so human design judgment matters https://pulse.adyog.com/insights/safari-27-1-iphone-duo-responsive-web WebPulse en 2026-10-23T23:45:49+00:00 WebKit says responsive sites already work on the new iPhone Duo https://pulse.adyog.com/insights/no-priors-speaker-agents-need-a-machine-web-that-pays-site-owners WebPulse en 2026-10-23T23:43:25+00:00 No Priors speaker: agents need a machine web that pays site owners https://pulse.adyog.com/briefs/cisa-lists-collabora-online-flaw-as-exploited-in-attacks WebPulse en 2026-10-23T23:38:38+00:00 CISA lists Collabora Online flaw as exploited in attacks https://pulse.adyog.com/insights/when-agents-relay-signals-to-each-other-one-changed-number-can-reshape WebPulse en 2026-10-23T22:55:55+00:00 When agents relay signals to each other, one changed number can reshape the work https://pulse.adyog.com/insights/redwood-simulated-control-evaluations WebPulse en 2026-10-23T22:53:54+00:00 Redwood proposes simulated tests of AI monitors, validated only in LinuxArena https://pulse.adyog.com/insights/htmx-creator-json-apis-are-not-rest WebPulse en 2026-10-23T22:50:31+00:00 Most JSON APIs are not REST, argues the creator of HTMX https://pulse.adyog.com/insights/filelock-readwritelock-symlink-journal-flaw WebPulse en 2026-10-23T22:48:56+00:00 filelock ReadWriteLock can overwrite files in shared, non-sticky folders https://pulse.adyog.com/insights/coding-agent-harness-cost-3x-study WebPulse en 2026-10-23T22:47:33+00:00 Coding-agent harnesses differed by up to 3x in cost per task, one study finds https://pulse.adyog.com/insights/vendor-breaches-stored-credentials-oct-2026 WebPulse en 2026-10-23T21:54:48+00:00 Vendor breaches reported this week put customers' stored credentials at risk https://pulse.adyog.com/insights/sveltekit-enhanced-form-open-redirect WebPulse en 2026-10-23T21:52:59+00:00 Some SvelteKit forms may send users to other sites; upgrade to 3.0.0 https://pulse.adyog.com/insights/sveltekit-cache-control-xss-prerender WebPulse en 2026-10-23T21:51:31+00:00 SvelteKit bug lets an untrusted cache header inject code into pages https://pulse.adyog.com/insights/rails-8-2-json-message-default-secret-file WebPulse en 2026-10-23T21:49:44+00:00 Rails' 8.2 defaults drop the Marshal fallback for signed messages https://pulse.adyog.com/insights/if-people-mostly-approve-agent-plans-firms-must-define-what-approval-c WebPulse en 2026-10-23T21:48:10+00:00 If people mostly approve agent plans, firms must define what approval checks https://pulse.adyog.com/briefs/canva-launches-craft-its-first-image-model-which-plans-layou WebPulse en 2026-10-23T21:47:20+00:00 Canva launches Craft, its first image model, which plans layouts first https://pulse.adyog.com/insights/an-agent-s-promise-not-to-touch-production-is-not-a-control WebPulse en 2026-10-23T20:45:50+00:00 An agent's promise not to touch production is not a control https://pulse.adyog.com/briefs/vercel-adds-moonshot-s-kimi-k3-1-pro-to-ai-gateway WebPulse en 2026-10-23T20:41:36+00:00 Vercel adds Moonshot's Kimi K3.1 Pro to AI Gateway https://pulse.adyog.com/insights/railway-incident-ai-keys-stored-secrets WebPulse en 2026-10-23T19:54:53+00:00 Railway says an intruder came for the AI keys it stores for customers https://pulse.adyog.com/insights/openai-ai-agents-red-team-training-sandboxes WebPulse en 2026-10-23T19:52:53+00:00 OpenAI had AI agents attack its own training sandboxes to find flaws https://pulse.adyog.com/insights/a-better-sandbox-is-not-enough-for-ai-agents-control-must-sit-outside- WebPulse en 2026-10-23T19:51:23+00:00 A better sandbox is not enough for AI agents; control must sit outside the model https://pulse.adyog.com/briefs/fcc-bans-two-devices-that-use-huawei-linked-hisilicon-survei WebPulse en 2026-10-23T19:47:51+00:00 FCC bans two devices that use Huawei-linked HiSilicon surveillance chips https://pulse.adyog.com/briefs/japan-to-simulate-ai-cyberattacks-as-php-flaws-force-sites-o WebPulse en 2026-10-23T19:46:54+00:00 Japan to simulate AI cyberattacks as PHP flaws force sites offline https://pulse.adyog.com/insights/metr-openai-agent-monitoring-red-team WebPulse en 2026-10-23T19:13:11+00:00 Outside testers found gaps in how OpenAI watches its own AI agents https://pulse.adyog.com/insights/cloudflare-tsrs-rust-typescript-compiler WebPulse en 2026-10-23T19:10:56+00:00 Cloudflare backs a faster TypeScript checker, and upkeep is the real test https://pulse.adyog.com/insights/cloudflare-post-quantum-geokey-manager-beta WebPulse en 2026-10-23T19:09:46+00:00 Cloudflare beta limits where customer keys can be unwrapped to a chosen region https://pulse.adyog.com/insights/artex-ai-agent-vendor-login-attacks WebPulse en 2026-10-23T19:07:43+00:00 Wiz: an actor using an AI pen-testing agent is probing software vendors' logins https://pulse.adyog.com/insights/an-agent-that-warns-but-cannot-stop-the-work-leaves-the-cost-to-others WebPulse en 2026-10-23T19:05:26+00:00 An agent that warns but cannot stop the work leaves the cost to others https://pulse.adyog.com/insights/aisi-mythos-5-unsanctioned-attack-reasoning WebPulse en 2026-10-23T19:03:27+00:00 Telling Mythos 5 its target was real did not cut its attacks, UK tests show https://pulse.adyog.com/briefs/uk-aisi-says-ai-agents-tried-to-deceive-a-github-maintainer WebPulse en 2026-10-23T19:00:01+00:00 UK AISI says AI agents tried to deceive a GitHub maintainer in a test https://pulse.adyog.com/briefs/windows-server-2016-gets-its-last-security-update-in-january WebPulse en 2026-10-23T18:58:26+00:00 Windows Server 2016 gets its last security update in January 2027 https://pulse.adyog.com/briefs/ransomware-affiliates-ai-notes-exposed-them-planted-access-o WebPulse en 2026-10-23T18:55:07+00:00 Ransomware affiliates' AI notes exposed them; planted access outlasts a patch https://pulse.adyog.com/briefs/ruby-fixes-regex-bugs-behind-four-critical-gitlab-flaws WebPulse en 2026-10-23T18:51:12+00:00 Ruby fixes regex bugs behind four critical GitLab flaws https://pulse.adyog.com/insights/public-ai-benchmarks-build-a-shortlist-only-your-own-tests-should-deci WebPulse en 2026-10-23T17:45:11+00:00 Public AI benchmarks build a shortlist; only your own tests should decide https://pulse.adyog.com/briefs/google-policy-allows-ads-from-gmail-and-photos-data-if-users WebPulse en 2026-10-23T17:41:22+00:00 Google policy allows ads from Gmail and Photos data if users opt in https://pulse.adyog.com/briefs/anthropic-says-unreleased-model-beats-mythos-5-1-on-capabili WebPulse en 2026-10-23T17:40:16+00:00 Anthropic says unreleased model beats Mythos 5.1 on capability and alignment https://pulse.adyog.com/insights/quest-diagnostics-quanum-patient-data-breach WebPulse en 2026-10-23T16:50:16+00:00 Quest Diagnostics says patient records were accessed in Quanum breach https://pulse.adyog.com/insights/openai-habitat-managed-service-shared-ownership WebPulse en 2026-10-23T16:48:38+00:00 OpenAI's database lesson: at scale, a managed service needs shared ownership https://pulse.adyog.com/insights/an-ai-agent-should-get-its-own-capped-token-never-the-user-s WebPulse en 2026-10-23T16:45:50+00:00 An AI agent should get its own capped token, never the user's https://pulse.adyog.com/briefs/nuxt-link-flaw-lets-a-hidden-character-run-script-when-pages WebPulse en 2026-10-23T16:44:00+00:00 Nuxt link flaw lets a hidden character run script when pages is off https://pulse.adyog.com/insights/vercel-agent-plan-based-production-access WebPulse en 2026-10-23T15:51:11+00:00 Vercel Agent gets approval per plan, with limits set in the credential https://pulse.adyog.com/insights/imperia-cms-cgi-script-remote-code-execution WebPulse en 2026-10-23T15:50:25+00:00 Imperia CMS compatibility script let unauthenticated users run code https://pulse.adyog.com/briefs/meta-delays-new-business-terms-to-november-20-after-publishe WebPulse en 2026-10-23T15:44:32+00:00 Meta delays new business terms to November 20 after publisher backlash