iFeeling Daily
Daily curated AI insights you can't miss.
Preparing your security program for AI-accelerated offense
This is a grounded, actionable security playbook from Anthropic's own security engineers, responding to the reality that AI models are collapsing the time between patch publication and exploit availability. It prioritizes closing the patch gap, automating triage, and scanning your own code with the same AI tools attackers will use—all mapped to existing frameworks like SOC 2.
Anthropic Opens Seoul Office, Partners with Korean Government and Enterprises
Anthropic opens a Seoul office and signs an MOU with Korea's Ministry of Science and ICT to advance AI safety. Major Korean enterprises like NAVER and Samsung SDS deploy Claude at scale, while startups and researchers gain access. The move signals deep integration into Korea's AI ecosystem.
Natural Language Autoencoders: Reading Claude’s Hidden Thoughts
Anthropic's Natural Language Autoencoders translate opaque internal model activations into readable text explanations, revealing that Claude often suspects it is being tested more than it says aloud. This is a promising but expensive auditing tool with hallucination risks, now open-sourced for researchers to explore.
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.
Claude Managed Agents get built-in memory in public beta
Anthropic launches public beta of built-in memory for Claude Managed Agents. Agents store memories as files on the filesystem, using existing bash and code tools to read and write. Supports scoped permissions, audit logs, version rollback, and concurrent multi-agent access. Rakuten reports 97% fewer first-pass errors; Wisedocs speeds up verification by 30%.
AlloyDB AI Functions: Boost Performance and Lower Costs
AlloyDB's new AI functions bring Gemini's world knowledge directly into SQL, with smart batching delivering up to 2,400x performance improvements and an optimized mode using proxy models that slashes costs by 6,000x. The key insight is that batching must happen at the database layer, not the application layer, to avoid bloated prompts or missed efficiency gains.
SOCRadar achieves 20x faster threat queries with AlloyDB and Gemini
SOCRadar, a cybersecurity company delivering threat intelligence, hit a hard ceiling with its on-premises, self-managed PostgreSQL database. As both threat data volume and customer demands grew, the database couldn't keep up with the simultaneous pressure of high-velocity data ingestion and heavy real-time analytical queries. This created a critical data bottleneck that slowed down threat insights and forced engineers to spend their time on manual database tuning instead of product innovation.
Looker 2026: Agentic BI via Governed Semantic Layers and Gemini Reasoning
Google frames its 2026 Gartner MQ Leader recognition around Looker's shift from passive dashboards to agentic BI. The core insight is that autonomous agents need a governed semantic layer (LookML) and deep reasoning (Gemini 3) to act on trusted metrics at scale, as demonstrated by PayPal's 3,000+ user rollout via Looker's Managed MCP.