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<h2>Must know</h2>
<ul>
<li><strong>AI agents pose significant security risks</strong>: A survey of 750 IT executives reveals 1.5 million AI agents lack monitoring, leading to widespread security incidents. Experts warn these unmonitored agents act as insider threats, bypassing traditional IT scrutiny. Operant AI launched Agent Protector to provide real-time security for autonomous AI agents, offering shadow agent discovery and inline protection against privilege escalation and data exfiltration. <a href="https://app.daily.dev/feed-by-ids?id=RMzBzQnM3&amp;id=0e28QTlYb&amp;id=2vNCw5dB4&amp;id=dL9ys7HAk&amp;id=the2EenMO" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>OpenAI launches enterprise AI agent platform ‘Frontier’</strong>: OpenAI introduced ‘Frontier,’ a platform for enterprises to build, deploy, and manage AI agents. It allows programming agents to connect to external data and applications with granular controls, treating them like employees with onboarding and feedback. Early customers include HP and Uber, positioning OpenAI to compete in the critical enterprise AI agent management space. <a href="https://app.daily.dev/posts/TGZyay3jK" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Databricks introduces MemAlign for LLM evaluation</strong>: Databricks launched MemAlign, a new MLflow framework designed to reduce the cost and latency of training LLM-based judges. It uses a dual-memory system—semantic for general principles and episodic for task-specific feedback—to enable rapid adaptation to new domains while maintaining consistency in LLM evaluation. This aims to avoid expensive repeated fine-tuning on large datasets. <a href="https://app.daily.dev/posts/eCdeDEih6" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Good to know</h2>
<ul>
<li><strong>AWS launches new EC2 instances</strong>: AWS released new EC2 High Memory U7i-6TB instances with custom Intel Xeon Scalable Processors for in-memory databases, and C8id, M8id, R8id instances powered by custom Intel Xeon 6 processors offering significant performance and memory bandwidth improvements. <a href="https://app.daily.dev/posts/JPt4mjvME" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>ScyllaDB integrates USearch for vector search</strong>: ScyllaDB now includes vector search capabilities using the open-source USearch library, allowing storage of vector embeddings alongside structured data and leveraging ScyllaDB’s shard-per-core architecture for optimized performance. <a href="https://app.daily.dev/posts/pKNE7iWlw" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Amazon ECS adds NLB deployment support</strong>: Amazon ECS now supports linear and canary deployment strategies for services using Network Load Balancers, enabling controlled, incremental traffic shifting for TCP/UDP-based applications with CloudWatch integration for automatic rollbacks. <a href="https://app.daily.dev/posts/4MU5wceHx" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>LinkedIn migrates service discovery to Kafka and xDS</strong>: LinkedIn successfully migrated its service discovery architecture from ZooKeeper to Kafka and xDS, achieving significant latency improvements and horizontal scalability for hundreds of thousands of application instances. <a href="https://app.daily.dev/feed-by-ids?id=FMnI7UgQV&amp;id=L0ni7jj2k&amp;id=g3tEIUUjp" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Microsoft appoints engineering quality czar</strong>: Microsoft CEO Satya Nadella appointed Charlie Bell as engineering quality czar, reporting directly to him, to address ongoing issues like Azure outages and Windows patch problems, with Hayete Gallot returning to lead security. <a href="https://app.daily.dev/posts/NGytU6zYE" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>OpenAPI support for Pulumi Cloud REST API</strong>: The Pulumi Cloud REST API now offers an OpenAPI 3.0 specification, enabling client generation in any language, request/response validation, and automated testing, serving as a single source of truth for API definitions. <a href="https://app.daily.dev/posts/JbGJM0bCi" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Amazon Bedrock supports structured outputs for FMs</strong>: Amazon Bedrock now provides structured outputs for foundation models, ensuring consistent, machine-readable JSON responses that match defined schemas, available for Anthropic Claude 4.5 models and select open-weight models. <a href="https://app.daily.dev/feed-by-ids?id=UppkfZAlr&amp;id=ekTdbJgf1" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Bullshit police</h2>
<ul>
<li><strong>Anthropic’s super bowl ad stunt</strong>: Anthropic is reportedly planning Super Bowl ads to mock OpenAI’s move into advertising, positioning Claude as the ‘ad-free’ AI. OpenAI’s Sam Altman, naturally, called it ‘dishonest.’ Because nothing says ‘we’re serious about AI ethics’ like spending millions on a Super Bowl ad to dunk on your competitor’s business model. <a href="https://app.daily.dev/posts/TmM2mNSSP" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Elixir is the ‘best language for AI’</strong>: An article claims Elixir is the ‘best language for AI’ based on an unverified ‘Tencent study’ that supposedly found a 97.5% LLM completion rate. Apparently, Elixir’s immutability and stability are revolutionary for AI, unlike all those other languages that just can’t seem to get their act together. Who knew the secret to AI was just… not having side effects? <a href="https://app.daily.dev/posts/1D7tGyRwk" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>UK’s deepfake detection plan criticized</strong>: The UK government announced plans to develop a framework for evaluating deepfake detection tech, partnering with Microsoft and academics. Cybersecurity expert Dr. Ilia Kolochenko immediately dismissed it as unlikely to improve anything, stating the real problem is enforcement, not detection. Because when has a government initiative ever solved a complex tech problem by ‘evaluating frameworks’? <a href="https://app.daily.dev/posts/EQCYBDiDB" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
