Show HN: Klent – one click between your AI agent and a prod blast radius

Klent은 AI 에이전트가 호출하는 도구들에 대해 허용, 거부, 수정, 조정, 일시정지 기능을 제공하는 SDK로, 프로덕션 환경에서 발생할 수 있는 위험한 작업을 인간 승인 절차를 통해 안전하게 제어할 수 있다. TypeScript, Python SDK와 stdio MCP 서버 형태로 제공되며, Anthropic 및 OpenAI 에이전트와도 쉽게 통합 가능하다. 다중 승인 정책, 실시간 정책 평가, 입력 재작성, 감사 로그 등 AI 에이전트 운영 시 필수적인 가드레일 기능을 제공해 실무 적용 가치가 높다.

https://klent.dev

#aiagent #sdk #humanintheloop #policyenforcement #audittrail

AgentGate – Authorization layer for AI agents

AgentGate는 AI 에이전트가 수행하는 각종 도구 호출 전에 권한을 실시간으로 평가하는 정책 결정 지점(PDP)입니다. 에이전트의 신원, 권한 범위, 선언된 목적, 행동 패턴을 기반으로 권한 허용, 거부, 또는 승인을 요청하는 세 가지 결정을 내리며, 다중 에이전트 위임 체인 내 권한 범위 초과를 방지합니다. 자연어 정책을 지원해 직관적인 규칙 설정이 가능하며, LangChain 등 AI 에이전트 프레임워크와 쉽게 통합할 수 있어 AI 에이전트 보안과 권한 관리를 혁신적으로 개선합니다. 현재 오픈소스로 제공되며, 대시보드를 통해 실시간 신뢰 점수와 경고를 모니터링할 수 있습니다.

https://github.com/ElamOlame31/agentgate-public

#aiagents #authorization #security #policyenforcement #langchain

Explore how AmService calls enhance policy enforcement in ForgeRock IG, ensuring secure access management. Dive into implementation details on IAMDevBox.com.

https://iamdevbox.com/posts/using-amservice-calls-within-forgerock-ig-for-policy-enforcement-pep-mode/?utm_source=mastodon&utm_medium=social&utm_campaign=blog_post

#amservice #forgerockig #policyenforcement #iamdevbox

Google Fortifies Ad Ecosystem, Cracks Down on 8.3B Policy-Violating Ads

Google is taking a giant leap in protecting user privacy and cracking down on fraud, having blocked over 8.3 billion ads and suspended 24.9 million accounts in a single year. This bold move is part of a broader effort to reshape how apps handle sensitive data, with a focus on transparency and security.

https://osintsights.com/google-fortifies-ad-ecosystem-cracks-down-on-83b-policy-violating-ads?utm_source=mastodon&utm_medium=social

#AdEcosystem #OnlineAdvertising #PolicyEnforcement #PrivacyUpdates #AndroidSecurity

AI agents are ignoring security policies in real-world tests — autonomy without enforcement creates blind spots. Guardrails must be built in, not bolted on. 🤖⚠️ #AIGovernance #PolicyEnforcement

https://www.darkreading.com/application-security/ai-agents-ignore-security-policies

YouTube’s Appeal Decision Is In: My Inactive Manager Channel Stays Banned—And It’s Complete Bullshit

https://jaimedavid.blog/2026/01/26/16/04/13/analysis/jaimedavid327/9438/youtubes-appeal-decision-is-in-my-inactive-manager-channel-stays-banned-and-its-complete-bullshit/

"Revolutionize AI safety with custom policy enforcement & reasoning! #AIforGood #MachineLearning"

Researchers have developed a novel approach to custom policy enforcement with reasoning, enabling faster and safer AI applications by integrating machine learning with knowledge graph-based reasoning. This innovative method leverages semantic web technologies to enhance policy enforcement, allowing for more...

#ArtificialIntelligence #MachineLearning #PolicyEnforcement #KnowledgeGraph

Embedding policy enforcement directly into query engines gives AI agents fine‑grained, auditable control over data. Think row‑ and column‑level security, purpose‑binding, and seamless IAM integration—without sacrificing performance. Learn how this opens the path to trustworthy, open‑source AI. #PolicyEnforcement #QueryEngine #AIagents #RowLevelSecurity

🔗 https://aidailypost.com/news/embedding-policy-enforcement-query-engines-secures-ai-agents-data

FInd out whaat the ENFORCE Project has been up to in the last weeks. Newsletter Issue #2 is now online!

👉 https://mailchi.mp/e6c6a939924d/welcome-to-the-first-enforce-newsletter1-45959?e=0231b416a7

#environmentalprotection #policyenforcement #geodata #geodataworkflows #CitizenScience #LivingLabs