TILens Daily Edition 2026-09-24 Filters: topic=devops, github=hidden Stats: 34 articles, 5 sources Top topics: DevOps, Open Source, AI ## News - What if your agent's hallucinations had a budget? How to start using SLOs for agent behavior | Grafana Labs Source: grafana-blog Topic: DevOps URL: https://grafana.com/blog/what-if-your-agent-s-hallucinations-had-a-budget-how-to-start-using-slos-for-agent-behavior/ - OpenAI’s agent had a routine task. It breached a government portal. Source: newstack Topic: DevOps (+AI) URL: https://thenewstack.io/ai-agents-probe-vulnerabilities/ - How a forgotten node can put Oracle Java back in production Source: newstack Topic: DevOps URL: https://thenewstack.io/azul-ai-assistant-java-risk/ - Developers and platform teams both want Kubernetes self-service. They disagree on who owns it. Source: newstack Topic: DevOps URL: https://thenewstack.io/kubernetes-self-service-platform-teams/ - Google’s Gemini CLI now asks before editing your build files Source: newstack Topic: DevOps (+AI) URL: https://thenewstack.io/gemini-cli-prompt-injection-safeguards/ - OpenAI makes you call sales for a custom voice. Google just made it self-serve. Source: newstack Topic: DevOps (+AI) URL: https://thenewstack.io/gemini-tts-voice-replication-api/ - What managing 150,000 AI agents could look like for database teams Source: newstack Topic: DevOps URL: https://thenewstack.io/ai-agents-database-administrators/ - Query decomposition doesn’t fix context starvation — it just moves it Source: newstack Topic: DevOps URL: https://thenewstack.io/query-decomposition-context-starvation/ - Cursor acquired Firetiger. A month later, it launched a bot that tracks code changes from PR to production. Source: newstack Topic: DevOps URL: https://thenewstack.io/cursor-rollouts-firetiger-production/ - Can enterprises protect data without making AI less reliable? Source: newstack Topic: DevOps URL: https://thenewstack.io/protecting-enterprise-ai-data/ ## Media - SIG Autoscaling Bi-Weekly Karpenter Working Group for 2026-09-24T21:59:34Z.mp4 Source: youtube-kubernetescommunity Topic: DevOps URL: https://www.youtube.com/watch?v=SaYCc_4HFdE - 10 Years of Cilium: Connecting, Securing, and Simplifying the... Liyi Huang, Tingjin Ye & Yashi Su Source: youtube-cncf Topic: DevOps (+Open Source) URL: https://www.youtube.com/watch?v=pg2ZXH9rAqE - Beyond Multimodal: Building Full‑Modal AGI Via Open‑Weight - Ryan Lee, MiniMax Source: youtube-cncf Topic: DevOps (+Open Source) URL: https://www.youtube.com/watch?v=z276XjkcZv4 - What AI Agents Need From Open Infrastructure - Yaya Xia, Ant Group Source: youtube-cncf Topic: DevOps (+Open Source) URL: https://www.youtube.com/watch?v=ruayWfZvcxw - Tidal Auto-scaling for Training and Inference Based on Kubernetes + KEDA - Jun Zheng & Tan Pei Xiang Source: youtube-cncf Topic: DevOps (+Open Source) URL: https://www.youtube.com/watch?v=x19cukPbgkk - Project Lightning Talk: Opening Remarks - Miley Fu, Olares Source: youtube-cncf Topic: DevOps (+Open Source) URL: https://www.youtube.com/watch?v=tBsHkMO8lsI - KernelAgent: Hardware-Guided GPU Kernel Optimization via... Kaiming Cheng, Jack Khuu & Laura Wang Source: youtube-cncf Topic: DevOps (+Open Source) URL: https://www.youtube.com/watch?v=vacxLz4jVMQ - Project Lightning Talk: Let’s Talk About Headlamp, the Extensible Open-Source... Emily Chen Source: youtube-cncf Topic: DevOps (+Open Source) URL: https://www.youtube.com/watch?v=MvRj4Jv2Hm8 - Evolving Argo Workflows for AI: New Features, Tuning, and Multi-Tenant... Shuangkun Tian & Yashi Su Source: youtube-cncf Topic: DevOps (+AI, Open Source) URL: https://www.youtube.com/watch?v=fSTmRfxIYR4 - From Containers To Agents: The Next Cloud Native - Di Xu, Xiaohongshu Source: youtube-cncf Topic: DevOps (+AI, Open Source) URL: https://www.youtube.com/watch?v=c9tZ_z2II1E - Project Lightning Talk: KubeEdge Everywhere: Latest Project Update with... Hongbing Zhang Source: youtube-cncf Topic: DevOps (+Open Source) URL: https://www.youtube.com/watch?v=NGz50igCZwc - Beyond Model Sharding: Atomic Scheduling and Disaggregated LLM Serving... Kay Yan & Chen Zicong Source: youtube-cncf Topic: DevOps (+AI, Open Source) URL: https://www.youtube.com/watch?v=RmqLX0-tf8M - PD Disaggregation VLLM Deployment on Alternative AI Accelerators Using Llm-d - 纪飞 王 & Mengxuan Li Source: youtube-cncf Topic: DevOps (+AI, Open Source) URL: https://www.youtube.com/watch?v=R5oTsEuat8U - Building Frontier Intelligence in the Open - Mark Collier, PyTorch Foundation Source: youtube-cncf Topic: DevOps (+Open Source) URL: https://www.youtube.com/watch?v=NnleHJp7LyY - Building an Agent Runtime With Open Infrastructure - Yaya Xia & Xu Wang, Ant Group Source: youtube-cncf Topic: DevOps (+Open Source) URL: https://www.youtube.com/watch?v=_OqDVRdhOdE - Project Lightning Talk: Run Sandbox Securely and Cost-Effectively with OpenKruise... Zhang Zhen Source: youtube-cncf Topic: DevOps (+AI, Open Source) URL: https://www.youtube.com/watch?v=aIuYAo49fmM - wg-serving kubernetes's Personal Meeting Room for 2026-09-24 Source: youtube-kubernetescommunity Topic: DevOps URL: https://www.youtube.com/watch?v=uDiJQtSTI6Q - WG Workload Aware Scheduling Meeting for 2026-09-24 Source: youtube-kubernetescommunity Topic: DevOps URL: https://www.youtube.com/watch?v=Tt3oNkmQrUo - SIG Network Meeting for 2026-09-24 Source: youtube-kubernetescommunity Topic: DevOps URL: https://www.youtube.com/watch?v=El-wLVKVbtI - SIG Autoscaling Weekly SIG Meeting for 2026-09-24T15:00:23Z.mp4 Source: youtube-kubernetescommunity Topic: DevOps URL: https://www.youtube.com/watch?v=_fc54o0f7Pg - SIG Network Meeting for 2026-09-24 Source: youtube-kubernetescommunity Topic: DevOps URL: https://www.youtube.com/watch?v=fc6mScl_fgM - 'We will have to be on our game' | Darren Rumble Source: youtube-docker Topic: DevOps URL: https://www.youtube.com/watch?v=_lOVREfHKnA - good luck BOYS ⚓️💜 Source: youtube-docker Topic: DevOps URL: https://www.youtube.com/shorts/1hIIWbe6OSA - Melbourne here we come ✈️ Source: youtube-docker Topic: DevOps URL: https://www.youtube.com/shorts/jxsON-ADqJ4