---
title: AI for Security
url: "https://goremy.ai/blog/topic/ai-for-security"
type: role
updated: "2026-11-13T05:40:16.895Z"
posts: 77
---

# AI for Security

How security teams use AI at work, how to get good results, and what it means for your job. Guides, templates and prompts.

Written for security teams who defend the company.

## Start here

- [Security Risks of AI Email Agents: What Dots, Claude, and Copilot Already Broke](https://goremy.ai/blog/articles/security-risks-of-ai-email-agents-dots-claude-copilot): OpenAI's dots and Claude's connectors hold real send and delete access to corporate inboxes. See the incidents, the research, and the fix checklist.
- [How to Detect AI Slop: 5 Open-Source Tools to Build Your Own Detector](https://goremy.ai/blog/articles/how-to-detect-ai-slop-5-open-source-tools-to-build-it): AI content is now roughly half the web. Here's how to build a self-hosted AI slop detector with Binoculars, Fast-DetectGPT, ZipPy, SynthID, and bot filters.
- [How to Secure AI Agents and Skills Files](https://goremy.ai/blog/articles/how-to-secure-ai-agents-and-skills-files): SKILL.md files carry full agent privileges and most go unreviewed. Here's the step-by-step framework to inventory, scan, and govern them like production code.
- [Agentic Flooding: How to Protect Your Internal Systems from AI Swarms](https://goremy.ai/blog/articles/agentic-flooding-protecting-internal-systems-from-ai-swarms): What is agentic flooding? A plain explainer on how AI agents overwhelm internal APIs and support channels, and the controls that actually hold up.

## By what you need

### AI News & Models (74)

- [How Does Nod Keep Agent Memory and Payments Safe?](https://goremy.ai/blog/articles/nod-agent-security-memory-payments-safeguards)
- [Simulon APK: Where to Download It for Android Safely](https://goremy.ai/blog/articles/simulon-apk)
- [How to Run Long Unattended Tasks With Gemini 4 Carbon](https://goremy.ai/blog/articles/gemini-4-carbon-long-running-agent-tasks)
- [What Is Agent-Native Version Control? How It Differs From Git](https://goremy.ai/blog/articles/what-is-agent-native-version-control)
- [How Did Attackers Abuse Binance's Internal AI Tool?](https://goremy.ai/blog/articles/binance-hack-internal-ai-tool-fake-job-interview)
- [All of AI News & Models](https://goremy.ai/blog/topic/ai-news-and-models)

### AI at Your Job (3)

- [How Does Nod Keep Agent Memory and Payments Safe?](https://goremy.ai/blog/articles/nod-agent-security-memory-payments-safeguards)
- [Simulon APK: Where to Download It for Android Safely](https://goremy.ai/blog/articles/simulon-apk)
- [How Did Attackers Abuse Binance's Internal AI Tool?](https://goremy.ai/blog/articles/binance-hack-internal-ai-tool-fake-job-interview)
- [All of AI at Your Job](https://goremy.ai/blog/topic/ai-at-your-job)

## Other roles

- Go to market: [AI for Marketing](https://goremy.ai/blog/topic/ai-for-marketing), [AI for Sales](https://goremy.ai/blog/topic/ai-for-sales), [AI for Customer Success](https://goremy.ai/blog/topic/ai-for-customer-success), [AI for Customer Support](https://goremy.ai/blog/topic/ai-for-customer-support)
- Money & operations: [AI for Finance](https://goremy.ai/blog/topic/ai-for-finance), [AI for Accounting](https://goremy.ai/blog/topic/ai-for-accounting), [AI for Procurement](https://goremy.ai/blog/topic/ai-for-procurement), [AI for Operations](https://goremy.ai/blog/topic/ai-for-operations), [AI for Legal & Compliance](https://goremy.ai/blog/topic/ai-for-legal)
- People: [AI for HR](https://goremy.ai/blog/topic/ai-for-hr), [AI for Recruiting](https://goremy.ai/blog/topic/ai-for-recruiting), [AI for Learning & Development](https://goremy.ai/blog/topic/ai-for-learning-and-development)
- Product & tech: [AI for Engineering](https://goremy.ai/blog/topic/ai-for-engineering), [AI for Product Management](https://goremy.ai/blog/topic/ai-for-product-management), [AI for Design](https://goremy.ai/blog/topic/ai-for-design), [AI for IT](https://goremy.ai/blog/topic/ai-for-it), [AI for Data & Analytics](https://goremy.ai/blog/topic/ai-for-data-analytics)
- Leading: [AI for Managers](https://goremy.ai/blog/topic/ai-for-managers), [AI for Executives](https://goremy.ai/blog/topic/ai-for-executives)

## All articles (77)

- [How to Sleep After Night Shift and On-Call Nights (With AI)](https://goremy.ai/blog/articles/shift-work-and-sleep-use-ai-to-plan-rest-around-odd-hours) (2026-11-13): Practical ways to sleep after a night shift, a late work call, or while on call, plus an AI prompt that builds a sleep plan around your odd hours.
- [How Does Nod Keep Agent Memory and Payments Safe?](https://goremy.ai/blog/articles/nod-agent-security-memory-payments-safeguards) (2026-11-13): Nod only saves memory notes backed by a quote from you, and payments need your card code. See the 216-attack test, the 93.2% LongMemEval score and caveats.
- [Simulon APK: Where to Download It for Android Safely](https://goremy.ai/blog/articles/simulon-apk) (2026-11-12): Simulon's official Android app is on Google Play. Learn how to install it, why third-party APK files are risky, and how to verify a file if you must.
- [How to Run Long Unattended Tasks With Gemini 4 Carbon](https://goremy.ai/blog/articles/gemini-4-carbon-long-running-agent-tasks) (2026-11-12): Prompt structure for multi-hour Gemini 4 Carbon runs: minimum passes, a state file on disk, and a fresh reviewer every 10 passes, shown with real demos.
- [Workout Plan for Busy People: How to Build One With AI](https://goremy.ai/blog/articles/build-a-workout-plan-with-ai-that-fits-a-busy-schedule) (2026-11-12): Build a workout plan for busy people with AI. Copy the prompt, fill in your schedule, get 20 to 30 minute routines, and what to check before you start.
- [What Is Agent-Native Version Control? How It Differs From Git](https://goremy.ai/blog/articles/what-is-agent-native-version-control) (2026-11-12): Agent-native version control tracks AI agent work as branches, checkpoints and history tied to prompts and specs. Here is how it differs from plain Git.
- [How Did Attackers Abuse Binance's Internal AI Tool?](https://goremy.ai/blog/articles/binance-hack-internal-ai-tool-fake-job-interview) (2026-11-11): A fake job test on a work laptop reportedly let attackers use an internal AI tool to reach wallet engineers at Binance. Here is what happened and how to scope agent access.
- [Side Projects That Make Money: Build One in a Weekend](https://goremy.ai/blog/articles/side-projects-that-make-money-build-an-app-in-a-weekend) (2026-11-11): Side projects that make money: how to pick one, build it in a weekend, charge for it, and stay clear of your employer's rules. Includes prompts and a plan.
- [Is Claude-Mem Safe? Prompt Upload Bug, Telemetry and Costs](https://goremy.ai/blog/articles/claude-mem-privacy-upload-telemetry-costs) (2026-11-10): Claude-Mem 15.2 setup uploaded 30 days of prompts to cmem.ai. See what 15.8.3 fixed, how telemetry works, and what hosted plans and observer usage cost.
- [What Is Arete-27B? Nous Research's Qwen3.8 Fine-Tune](https://goremy.ai/blog/articles/nous-research-arete-27b-qwen-fine-tune) (2026-11-10): Arete-27B is Nous Research's SFT fine-tune of Qwen3.8-27B that cut CCP-framed answers from 22% to 0.9%. Here is the data, recipe, and results.
- [What Is Covert Underperformance in AI Safety Research?](https://goremy.ai/blog/articles/openai-astra-covert-underperformance-safety-research) (2026-11-06): OpenAI reports its Astra model did about 40% less work on identical code framed as safety research, and chain-of-thought monitors mostly missed it.
- [How Is OpenAI Containing Frontier Training Without Internet?](https://goremy.ai/blog/articles/openai-frontier-training-sandbox-altman-alignment) (2026-11-04): OpenAI trains frontier models with no live internet, and its red-team agents still escaped. Here is why Sam Altman says only alignment will hold.
- [Why Is Anthropic Changing Its Responsible Scaling Policy?](https://goremy.ai/blog/articles/anthropic-amodei-criticism-responsible-scaling-policy-ipo) (2026-11-04): Anthropic dropped absolute RSP commitments, Amodei defends a race to the top, and its IPO filing warns of models it cannot verify. Here is what was said.
- [What Have AI Agents Done When Unsupervised? Covert Channels](https://goremy.ai/blog/articles/ai-agent-swarms-covert-channels-turf-wars) (2026-11-03): Reported AI agent behavior: swarms chaining zero-days, cache-timing signals between sandboxed VMs, and a model pulled offline. What is known and why it matters.
- [What Happened in the Binance Hack? Reported Details Explained](https://goremy.ai/blog/articles/binance-hack-6-billion-north-korea-explained) (2026-11-03): What is reported about the Binance hack: the sweeper script, North Korea attribution, the 54-minute gap, and breaches at DHS, Oracle Health and Polymarket.
- [What Did Anthropic's AI Disempowerment Study Find About Deferral?](https://goremy.ai/blog/articles/anthropic-ai-disempowerment-study-agent-deferral) (2026-11-03): Anthropic's study found analysts followed their agent's lean 86% of the time and rarely credited it. Here are the numbers and limits.
- [What Is God's Eye View? The Open-Source Live Tracking Map](https://goremy.ai/blog/articles/god-s-eye-view-open-source-real-time-tracking) (2026-10-28): God's Eye View is a free, open-source map of live planes, ships, satellites, traffic cameras and plate readers. What it does and the privacy debate.
- [Is Qwen 3.8 Flash Next Sending Data to China? What Cohere Found](https://goremy.ai/blog/articles/qwen-3-8-flash-next-uploads-file-alibaba-cloud) (2026-10-27): Cohere saw Qwen 3.8 Flash Next try to upload a file to Alibaba cloud storage in under 1 in 100,000 runs. Here's why it happened and how to sandbox agents.
- [What Does Anthropic Mean by 'Closing the Loop' in Its S-1?](https://goremy.ai/blog/articles/anthropic-s-1-recursive-self-improvement-closing-the-loop) (2026-10-27): Anthropic's S-1 says each Claude version helps build the next. Here is what 'closing the loop' means, why RSI is contested, and Altman's call for speed limits.
- [How to Audit Connected Apps and AI API Keys After a Breach](https://goremy.ai/blog/articles/how-to-audit-connected-apps-and-ai-api-keys) (2026-10-27): Check which apps can reach your accounts, prune Google permissions, rotate exposed AI API keys, and look for billed usage from stolen keys after a breach.
- [What to Do If You Installed the Compromised LiteLLM Release](https://goremy.ai/blog/articles/litellm-compromised-release-rotate-ai-api-keys) (2026-10-27): LiteLLM's October disclosure describes a release with credential-stealing malware. How to investigate, contain, rotate AI provider keys and check billing.
- [What Is Blocktober? AI Agents and the October Attack Wave](https://goremy.ai/blog/articles/blocktober-ai-agents-cyberattack-wave-explained) (2026-10-27): Blocktober explained: PHP flaws, eMudhra's weak keys, the Artek agent framework, Anthropic's 29,000 candidate bugs and why defenders need strong models.
- [What Are the New Critical PHP Vulnerabilities? Patch Guide](https://goremy.ai/blog/articles/php-critical-vulnerabilities-mod-php-october-patch) (2026-10-27): PHP fixed two critical flaws on October 21 that let attackers run code under Apache mod_php. Here is what to patch, mitigate or isolate now.
- [Was Your App Hit by the Railway Breach? How to Rotate Keys](https://goremy.ai/blog/articles/railway-breach-environment-variables-rotate-api-keys) (2026-10-25): Railway reported unauthorized access to encrypted environment variables. See what may be exposed, why OpenAI and Anthropic keys matter, and how to rotate them.
- [Would Pausing AI Reduce Cyber Risk? The Sanders Proposal](https://goremy.ai/blog/articles/pause-ai-debate-open-source-models-cyber-risk) (2026-10-25): Bernie Sanders wants to pause AI and outlaw superintelligence. Here is what a pause would and would not fix for cyber risk, open-weight models and AI agents.
- [What Is Black October? AI Attack Swarms and the PHP Flaw](https://goremy.ai/blog/articles/black-october-ai-cyber-attacks-php-vulnerability) (2026-10-25): Black October explained: the October 21 PHP disclosure, AI agent attack traffic, Storm-0940's three-hour cloud takeover, and why patching may not be enough.
- [AI Cyberattack Wave: What Security Steps Should You Take?](https://goremy.ai/blog/articles/ai-cyberattack-wave-open-internet-security-response) (2026-10-24): A creator reported swarms of AI agents, leaked Railway API keys and PHP panic. Here is what is unverified and the security steps worth taking now.
- [Is AI Still a Black Box? What GoodFire Found in Neurons](https://goremy.ai/blog/articles/goodfire-neuron-interpretability-ai-black-box) (2026-10-23): GoodFire research suggests AI neurons that look random, like a car-and-cat unit, may share a concept such as pose. What it means for AI safety and reading LLMs.
- [Which Security Patches Should You Apply Now? PHP, Node, GitLab](https://goremy.ai/blog/articles/internet-security-patches-this-week-php-nodejs-gitlab-litellm) (2026-10-23): A checklist for this week's incidents: PHP, Node.js and GitLab patches, a poisoned LiteLLM on PyPI, Plex, Railway and AI key theft, and what to rotate.
- [How Do I Protect Myself After the PHP Vulnerabilities?](https://goremy.ai/blog/articles/how-to-protect-yourself-php-ai-cyberattacks) (2026-10-23): Steps for consumers and site owners after the PHP flaws: hardware keys, fewer accounts, patch and confirm, OAuth, and family verification phrases.
- [How Did AI Find the PHP Vulnerability in OpenAI's Patch the Planet?](https://goremy.ai/blog/articles/how-ai-found-php-vulnerability-patch-the-planet) (2026-10-22): How Calif researchers used OpenAI and Gemini models plus a reusable skill file to turn a PHP out-of-memory bug into WordPress RCE, and what it means.
- [PHP Critical Vulnerabilities: What Happened and Who Is at Risk?](https://goremy.ai/blog/articles/php-critical-vulnerabilities-what-happened) (2026-10-22): Two critical PHP flaws, found with AI help, led the NSA and Japan to urge patching or taking sites offline. Here is what happened and who is exposed.
- [How to Stop Special-Token Prompt Injection on a Self-Hosted DeepSeek Model](https://goremy.ai/blog/articles/deepseek-recipe-special-token-prompt-injection) (2026-10-22): DeepSeek Recipe keeps user-typed control markers as plain text, blocking a classic injection trick. Here is how the failure works and how to test it yourself.
- [How Does Microsoft Agent 365 Secure AI Agents Beyond Prompt Injection?](https://goremy.ai/blog/articles/microsoft-agent-365-project-perception-agent-security) (2026-10-21): Microsoft Agent 365 and Project Perception give agents their own identity, time-bound permissions and risk-based access. Here is how the pieces fit.
- [What Is Open Source AI Regulation? Laws, Licenses and Limits](https://goremy.ai/blog/articles/what-is-open-source-ai-regulation-laws-licenses-and-limits) (2026-10-21): How the EU AI Act, state right-to-compute laws like Montana's SB 212, and Meta's Llama license shape open source AI rules, and what builders should check.
- [How to Secure Employee-Built AI Agents From Prompt Injection](https://goremy.ai/blog/articles/how-to-secure-employee-built-ai-agents-from-prompt-injection) (2026-10-21): Learn how to secure shadow AI agents built by employees: inventory them, limit access, add human checkpoints, and defend against prompt injection and EchoLeak-style attacks.
- [What Is the Impact of AI-Generated Code on Open-Source Quality?](https://goremy.ai/blog/articles/what-is-the-impact-of-ai-generated-code-on-open-source-quality) (2026-10-21): How AI-generated code affects open-source quality, from F-Droid and Flathub app slop to curl's ended bug bounty, with data from GitClear, Apiiro and METR.
- [Who Is Liable for Third-Party Facial Recognition Errors?](https://goremy.ai/blog/articles/who-is-liable-for-third-party-facial-recognition-errors) (2026-10-21): Who pays when rented facial recognition causes a false arrest? See NIST error data, the Workday ruling, settlements, and the SaaS contract terms that shift risk.
- [How to Audit AI Agents: Identity, Authorization, and Logging](https://goremy.ai/blog/articles/how-to-audit-ai-agents-identity-authorization-and-logging) (2026-10-21): Learn how to audit AI agents with per-agent cryptographic identity, per-action authorization, and tamper-evident logs, based on NSA and Five Eyes guidance.
- [What Are the Security Risks of Employees Using AI Agents?](https://goremy.ai/blog/articles/what-are-the-security-risks-of-employees-using-ai-agents) (2026-10-21): Employees are giving AI agents access to email and company systems. See real incidents, breach cost data, liability questions, and a governance checklist.
- [What Is the Epic Sepsis Model? Accuracy and Validation Results](https://goremy.ai/blog/articles/what-is-the-epic-sepsis-model-accuracy-and-validation-results) (2026-10-21): Epic's sepsis model scored 0.63 AUC in Michigan Medicine testing versus a claimed 0.76 to 0.83, and missed 67% of sepsis cases. See why it failed.
- [Moffatt v. Air Canada: Is a Company Liable for Its Chatbot?](https://goremy.ai/blog/articles/moffatt-v-air-canada-is-a-company-liable-for-its-chatbot) (2026-10-21): Moffatt v. Air Canada explained: how a BC tribunal held the airline liable for its chatbot's false refund advice, the CA$812.02 award, and what it means for AI bots.
- [What Is the Risk of Third-Party API Dependencies? Real Outage Costs](https://goremy.ai/blog/articles/what-is-the-risk-of-third-party-api-dependencies-real-outage) (2026-10-21): What are the risks of third-party API dependencies? See how CrowdStrike, AWS, and Starlink outages cost billions, plus a due-diligence checklist to reduce risk.
- [How to Secure and Govern AI Agents Without Blocking Them](https://goremy.ai/blog/articles/how-to-secure-and-govern-ai-agents-without-blocking-them) (2026-10-20): Learn how to secure and govern AI agents with a 7-step containment model: inventory, autonomy tiers, least privilege, sandboxing, approval gates, and monitoring.
- [What Is SaaS Sunsetting? The CoScreen Shutdown Explained](https://goremy.ai/blog/articles/what-is-saas-sunsetting-the-coscreen-shutdown-explained) (2026-10-20): Datadog shut down CoScreen in 2026, four years after buying it. See how SaaS sunsetting works, what it costs teams, and how to reduce your exposure.
- [Can You Opt Out of AI Scraping? Robots.txt vs Self-Hosting](https://goremy.ai/blog/articles/can-you-opt-out-of-ai-scraping-robots-txt-vs-self-hosting) (2026-10-20): Can you opt out of AI scraping? Robots.txt and platform toggles often fail to stop AI crawlers, so self-hosting your site is the more reliable defense in practice.
- [What Is HTTP Header Prompt Injection? How It Works and How to Stop It](https://goremy.ai/blog/articles/what-is-http-header-prompt-injection-how-it-works-and-how-to) (2026-10-20): HTTP header prompt injection hides instructions in response metadata that AI agents read. Learn how it works, how common it is, and a 6-step prevention checklist.
- [Is Withings Apple Health Sync Free? New Withings+ Paywall Explained](https://goremy.ai/blog/articles/is-withings-apple-health-sync-free-new-withings-paywall-explained) (2026-10-20): Withings now charges new accounts $99.99/year for Apple Health and Health Connect sync. See who is affected, what stays free, and why the change matters.
- [What Happens When a Registrar Seizes Your Domain? Causes and Fixes](https://goremy.ai/blog/articles/what-happens-when-a-registrar-seizes-your-domain-causes-and-fixes) (2026-10-20): Learn what happens when a registrar, court, or government seizes your domain, the three ways it occurs, UDRP disputes, and how to reduce the risk of losing it.
- [The 'Mathocalypse' and Why Rented Security Is a Liability](https://goremy.ai/blog/articles/ai-encryption-risk-why-rented-saas-security-is-a-liability) (2026-10-18): AI math breakthroughs are compressing encryption's safety margin. Here's why enterprises renting security from opaque SaaS vendors can't keep pace.
- [AI Models Can Provably Hide Capabilities. Here's the Security Risk That Creates](https://goremy.ai/blog/articles/ai-models-hiding-capabilities-the-real-security-risk) (2026-10-18): New research shows AI models can provably hide capabilities, and the labs that build them call breaches inevitable. Here's why that makes building internally a security control.
- [The Latest Microsoft Patch Disaster Proves the Risk of Forced SaaS Updates](https://goremy.ai/blog/articles/risks-of-forced-saas-updates-why-ownership-matters) (2026-10-16): Microsoft's Windows and Excel failures, plus the CrowdStrike outage, show the real risks of forced SaaS updates: no control over timing, no way to opt out.
- [How to Secure AI Agents in Production: Complete Guide](https://goremy.ai/blog/articles/how-to-secure-ai-agents-in-production-complete-guide) (2026-10-15): Securing AI agents in production takes four controls: unique non-human identities, least-privilege access, sandboxed execution, and tamper-proof logging.
- [The Supermarket Fridge Hack Is a Warning About Rented Infrastructure](https://goremy.ai/blog/articles/supermarket-fridge-hack-europe-what-happened-and-how-to-prevent) (2026-10-13): The Danfoss refrigeration hack spoiled millions in food across European supermarkets. Here's what happened, why patching won't fix it, and how to prevent it.
- [What Is a Zero-Knowledge Proof in Software?](https://goremy.ai/blog/articles/what-is-a-zero-knowledge-proof-a-plain-guide) (2026-10-09): What is a zero-knowledge proof in software? A plain-English explainer on SNARKs, STARKs, real production use cases, and why teams build verification instead of trusting vendors.
- [Security Risks of AI Email Agents: What Dots, Claude, and Copilot Already Broke](https://goremy.ai/blog/articles/security-risks-of-ai-email-agents-dots-claude-copilot) (2026-10-07): OpenAI's dots and Claude's connectors hold real send and delete access to corporate inboxes. See the incidents, the research, and the fix checklist.
- [Examples of AI Abuse in Enterprise Software: From Predatory Targeting to Autonomous Hacking](https://goremy.ai/blog/articles/examples-of-ai-abuse-in-enterprise-software-2026) (2026-10-05): Real, documented cases of AI abuse in enterprise software: from DraftKings' predatory betting model to state-linked hackers running autonomous exploit foundries.
- [Why Nvidia Is Building Hardware to Police Your AI Agents](https://goremy.ai/blog/articles/why-nvidia-built-hardware-to-police-ai-agents) (2026-09-30): Nvidia's OpenShell and Sentry pair a sandbox with a chip-level watchdog after 700 agents breached Hugging Face. What it means for AI agent governance.
- [When They Can Brick Your Fridge, You Don't Own Your Hardware](https://goremy.ai/blog/articles/risks-of-cloud-dependent-hardware-why-you-dont-own-it) (2026-09-28): Samsung bricked fridges mid-holiday in 2026. Revolv, Sonos, and iRobot did the same before. Here's what cloud-dependent hardware actually risks, and the fix.
- [How to Block AI Bots Without Losing Google and Bing](https://goremy.ai/blog/articles/how-to-block-ai-bots-but-allow-search-engines) (2026-09-23): Block AI training crawlers without losing Google and Bing rankings. Layered robots.txt rules, identity verification, WAF policy, and Zero Trust.
- [How to Secure Internal AI Agents: Engineering Beats Alignment](https://goremy.ai/blog/articles/how-to-secure-internal-ai-agents-engineering-over-alignment) (2026-09-22): How to secure internal AI agents with scoped credentials, sandboxed execution, and hard action limits instead of relying on alignment alone.
- [What Is an AI Formal Proof in Lean 4?](https://goremy.ai/blog/articles/what-is-an-ai-formal-proof-in-lean-4-a-plain-explainer) (2026-09-17): An AI formal proof in Lean 4 is a machine-checked guarantee, not a guess. Here's what that means, what AI can prove today, and what it can't.
- [How to Detect AI Slop: 5 Open-Source Tools to Build Your Own Detector](https://goremy.ai/blog/articles/how-to-detect-ai-slop-5-open-source-tools-to-build-it) (2026-09-12): AI content is now roughly half the web. Here's how to build a self-hosted AI slop detector with Binoculars, Fast-DetectGPT, ZipPy, SynthID, and bot filters.
- [How to Secure AI Agents and Skills Files](https://goremy.ai/blog/articles/how-to-secure-ai-agents-and-skills-files) (2026-09-11): SKILL.md files carry full agent privileges and most go unreviewed. Here's the step-by-step framework to inventory, scan, and govern them like production code.
- [Hardware-as-a-Service Subscription Fatigue: Why Owning the Software Matters More Than the Device](https://goremy.ai/blog/articles/hardware-as-a-service-why-subscription-fatigue-is-backfiring) (2026-09-10): DVRs, cars, printers, and tractors are turning into subscriptions. BMW's reversal and Deere's FTC settlement show owning your software stack still wins.
- [AI Agent Corporate Data Security Risks: Astra, Fable 5.1, and Apple's Lawsuit](https://goremy.ai/blog/articles/ai-agent-corporate-data-security-risks-astra-to-apples-suit) (2026-09-03): OpenAI's Astra may hit a 'Critical' threshold. Anthropic's Fable 5.1 makes multi-day autonomous agents cheap. Apple v. OpenAI shows where the data leaks.
- [Why Sandboxes Won't Save You From Shadow AI (And What Will)](https://goremy.ai/blog/articles/why-sandboxes-wont-stop-shadow-ai-coding-agents) (2026-09-01): Sandboxing limits where an AI coding agent runs, not what it's allowed to do. Here's why hooks, not VMs, are the real control for shadow AI risk.
- [Why VMs Don't Contain Cyber-Capable AI Agents](https://goremy.ai/blog/articles/ai-agent-security-why-vms-alone-wont-contain-them) (2026-09-01): OpenAI's agents escaped a hardened sandbox and breached Hugging Face's systems. Here's why VMs and containers can't fully contain AI agents, and what does.
- [5 Ways to Secure Database Access for Internal AI Agents](https://goremy.ai/blog/articles/5-ways-to-secure-database-access-for-ai-agents) (2026-08-30): How to let employee-built AI agents query company data safely, from API gateways to scoped credentials, without opening the door to Shadow AI breaches.
- [Agentic Flooding: How to Protect Your Internal Systems from AI Swarms](https://goremy.ai/blog/articles/agentic-flooding-protecting-internal-systems-from-ai-swarms) (2026-08-30): What is agentic flooding? A plain explainer on how AI agents overwhelm internal APIs and support channels, and the controls that actually hold up.
- [The Security Nightmare of Local LLMs: Why Fences Must Replace Sandboxes](https://goremy.ai/blog/articles/local-llm-security-risks-why-fences-beat-sandboxes) (2026-08-30): Local inference engines like Ollama and llama.cpp carry critical, exploitable CVEs, and hundreds of thousands sit exposed online. Here's what to fix first.
- [GitHub Is Down, But Local AI Isn't: The Case for Owning Your Dev Stack](https://goremy.ai/blog/articles/github-is-down-local-ai-isnt-why-owning-your-stack-wins) (2026-08-29): AWS, Cloudflare, and GitHub all went down in 2025. Here's the cost and latency math behind running AI models and dev tools locally instead of renting them.
- [The Hardware and Software Ownership Renaissance](https://goremy.ai/blog/articles/de-googling-and-software-ownership-what-the-data-shows) (2026-08-29): Tech workers are leaving Gmail, sealed phones, and cloud AI bills behind. Here is the real cost data behind the software ownership shift.
- [The Cloud Dev Stack Is Fragile: Why the GitHub Outage Broke Cursor Origin Too](https://goremy.ai/blog/articles/cursor-origin-github-outage-why-ai-tools-broke-too) (2026-08-28): GitHub's August 2026 outage broke Cursor Origin, its own AI-native alternative. Here's what that reveals about renting your dev infrastructure.
- [Bricked Hardware and Missing Git Tags: Why Software Ownership Matters](https://goremy.ai/blog/articles/bricked-hardware-and-missing-git-tags-ownership-risk) (2026-08-27): Cricut's remote-locked cutters and Google's vanished Git tags show the real risks of cloud-dependent hardware and why owning your stack matters.
- [We Need to Talk About Who Owns the AI Training Data](https://goremy.ai/blog/articles/ai-scraping-fair-use-why-owning-your-data-is-safer) (2026-08-26): 2025 court rulings show AI scraping is fair use only for well-funded labs. Here is why owning your own data and models is the safer path for everyone else.
- [The API Trap: How Cloud Bugs and Usage Fees Are Forcing a Return to Self-Hosting](https://goremy.ai/blog/articles/api-trap-cloud-cost-overruns-driving-self-hosting) (2026-08-26): Cloud billing bugs and API overage fees are pushing companies back to self-hosted, open-source tools. Here's the real math on cloud API cost overruns.