iFeeling Daily
Daily curated AI insights you can't miss.
Modal CTO on the 100,000 Sandbox Problem and AI Infrastructure
Modal CTO Akshat Bubna explains why Kubernetes fails at AI workloads, how Modal's 17-cloud capacity pool and GPU snapshotting handle bursty inference and RL rollout sandboxes, and why observability matters more when agents write the code.
Claude Cowork Expands to Mobile and Web: The Agentic Coworker Arrives
Anthropic expands Claude Cowork to mobile and web, letting Max subscribers run background tasks across devices. New usage data shows business process ops (33.4%) and content creation (16.4%) dominate, while coding is only 8.7% — a strong signal that the real value of AI agents is in the administrative work that keeps companies running, not just software development.
AI-Run Ransomware Still Needed a Human Hand
Sysdig documented JadePuffer, an AI agent that handled a real ransomware attack end-to-end—breaking in via a Langflow bug, stealing credentials, encrypting files, and writing its own ransom note. But a human still set up the infrastructure, chose the victim, and provided the initial credentials. The agent's speed was striking: it fixed a failed login in 31 seconds.
Publish Agents in Gemini Enterprise and Google Cloud Marketplace
Google Cloud is enabling a shift from SaaS to Agent-as-a-Service (AaaS) by providing a standardized path to publish third-party AI agents on Gemini Enterprise and Google Cloud Marketplace, using the Agent2Agent (A2A) protocol and Dynamic Client Registration for secure, enterprise-grade deployment. The detailed guide walks through architecture, technical requirements including OAuth and Agent Cards, and the procurement and registration lifecycle.
Accelerate AI with Cloud Run: From Prototype to Production in 2026
The Google Cloud Labs post tackles the 'Day 2' problem of moving AI agents from prototype to production, using a Coffee Shop Journey curriculum that spans Cloud Run basics, Google ADK with RAG, Gemma 4 with BigQuery MCP, and Antigravity 2.0 for building agents that actually survive real-world traffic.
Nexus SDV: Securing the software-defined vehicle with AI agents
This article announces Nexus SDV, an open-source, AI-enabled connected vehicle platform built on Google Cloud in partnership with Valtech. It explains how the platform uses Arm-based compute, Bigtable-optimized storage, and Gemini models to reduce TCO while securely managing up to 100 million devices with defense-in-depth security.
Claude Code usage data shows domain expertise, not coding skill, drives success
Anthropic analyzed ~400,000 Claude Code sessions and found that domain expertise, not coding skill, is the strongest predictor of success. Experts achieve verified success more than twice as often as novices, and every major occupation succeeds at nearly the same rate as software engineers when using the tool.
Harnessing Claude’s Intelligence: Patterns for Evolving Agents
Anthropic shares concrete patterns for building agent harnesses that keep pace with Claude's rapid capability growth—focusing on leveraging familiar tools, letting Claude orchestrate its own actions, and carefully pruning assumptions that become stale as the model evolves.
Claude Managed Agents: 10x Faster Production Agent Deployment
Claude Managed Agents removes months of infrastructure overhead for production agents by providing a built-in orchestration harness, long-running sessions, and scoped governance—letting teams ship 10x faster. Available in public beta, it already powers agents at Notion, Rakuten, Asana, and Sentry.