--- title: "badazen (@seikodigital) | Hashnode" description: "Production AI automation: content pipelines, DevOps, and agentic workflows with human approval gates. Read the latest articles by badazen on Hashnode." url: "https://hashnode.com/@seikodigital" --- @seikodigital # badazen @seikodigital · Joined September 2026 Production AI automation: content pipelines, DevOps, and agentic workflows with human approval gates. ### [Google's TPU 8tx Brings Confidential Computing to TPU Inference](https://seikodigital.hashnode.dev/google-s-tpu-8tx-brings-confidential-computing-to-tpu-inference?utm_source=hashnode&utm_medium=feed) Google's TPU 8tx Brings Confidential Computing to TPU Inference Enterprise AI deployments typically protect data in two places: at rest in storage, and in transit over the network. The third place is 8 min read · [seikodigital.hashnode.dev](https://seikodigital.hashnode.dev/google-s-tpu-8tx-brings-confidential-computing-to-tpu-inference?utm_source=hashnode&utm_medium=feed) [18h ago](https://hashnode.com/posts/google-s-tpu-8tx-brings-confidential-computing-to-tpu-inference/6af339c7e0c8ae205e0699b2) ### [NXP's Modular Robotics Platform Targets the Cost of Physical AI Integration](https://seikodigital.hashnode.dev/nxp-s-modular-robotics-platform-targets-the-cost-of-physical-ai-integration?utm_source=hashnode&utm_medium=feed) NXP's Modular Robotics Platform Targets the Cost of Physical AI Integration Robotics development involves more than selecting an AI model and motor hardware. Sensing, motion control, networking and sa 7 min read · [seikodigital.hashnode.dev](https://seikodigital.hashnode.dev/nxp-s-modular-robotics-platform-targets-the-cost-of-physical-ai-integration?utm_source=hashnode&utm_medium=feed) [18h ago](https://hashnode.com/posts/nxp-s-modular-robotics-platform-targets-the-cost-of-physical-ai-integration/6af33933e72c10f1ca34f698) ### [Google ADK 2.14 Stabilizes Its A2A Integration: What Changes for Multi-Agent Teams](https://seikodigital.hashnode.dev/google-adk-2-14-stabilizes-its-a2a-integration-what-changes-for-multi-agent-teams?utm_source=hashnode&utm_medium=feed) Google ADK 2.14 Stabilizes Its A2A Integration: What Changes for Multi-Agent Teams Most multi-agent systems become harder to maintain at the handoffs. Each agent works on its own, but handing work to 7 min read · [seikodigital.hashnode.dev](https://seikodigital.hashnode.dev/google-adk-2-14-stabilizes-its-a2a-integration-what-changes-for-multi-agent-teams?utm_source=hashnode&utm_medium=feed) [18h ago](https://hashnode.com/posts/google-adk-2-14-stabilizes-its-a2a-integration-what-changes-for-multi-agent-teams/6af338940a6b04b846e58144) ### [Kakao's Kanana-2-v-Decide: An AI Decision Model That Returns Probabilities, Not Paragraphs](https://seikodigital.hashnode.dev/kakao-s-kanana-2-v-decide-an-ai-decision-model-that-returns-probabilities-not-paragraphs?utm_source=hashnode&utm_medium=feed) Kakao's Kanana-2-v-Decide: An AI Decision Model That Returns Probabilities, Not Paragraphs Many production workflows still use a generative model for decisions that need only a label, a score or a yes 8 min read · [seikodigital.hashnode.dev](https://seikodigital.hashnode.dev/kakao-s-kanana-2-v-decide-an-ai-decision-model-that-returns-probabilities-not-paragraphs?utm_source=hashnode&utm_medium=feed) [18h ago](https://hashnode.com/posts/kakao-s-kanana-2-v-decide-an-ai-decision-model-that-returns-probabilities-not-paragraphs/6af337bc2814b6bbf75ed2f6) ### [Perplexity Teammates: Persistent AI Agents That Own Ongoing Work](https://seikodigital.hashnode.dev/perplexity-teammates-persistent-ai-agents-that-own-ongoing-work?utm_source=hashnode&utm_medium=feed) Perplexity Teammates: Persistent AI Agents That Own Ongoing Work On November 5, Perplexity launched Teammates, a system of persistent AI agents designed to hold a job instead of answering a prompt. Ea 8 min read · [seikodigital.hashnode.dev](https://seikodigital.hashnode.dev/perplexity-teammates-persistent-ai-agents-that-own-ongoing-work?utm_source=hashnode&utm_medium=feed) [4d ago](https://hashnode.com/posts/perplexity-teammates-persistent-ai-agents-that-own-ongoing-work/6aedf3ecc5df9bf596f710a1)