<h2>Must know</h2>
<ul>
<li><strong>Anthropic’s Claude Opus 4.6 goes big on context and agent teams</strong>: Anthropic just dropped Claude Opus 4.6, boasting ‘agent teams’ for parallel task execution and a massive 1 million token context window. It also includes an adaptive thinking mode and new integrations like PowerPoint. This model is clearly gunning for complex enterprise workflows and coding tasks, claiming state-of-the-art results on benchmarks, even outperforming GPT-5.2. (Sources: Anthropic, Amazon Bedrock, Vercel, Google Cloud) <a href="https://app.daily.dev/feed-by-ids?id=G7Sre82A1&amp;id=Ijw4mCG7B" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Google opens up developer docs to AI with new API and MCP server</strong>: Google launched its Developer Knowledge API and Model Context Protocol (MCP) server in public preview. This API gives AI tools direct, programmatic access to official Google developer documentation, aiming to keep AI assistants updated with accurate information and prevent them from hallucinating outdated docs. It supports searching and retrieving documentation in Markdown, with plans for structured content like code samples. (Source: Google) <a href="https://app.daily.dev/posts/X3xuKKIe1" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Valve hardware delayed by AI-driven component shortages</strong>: Valve is delaying its Steam Machine, Steam Frame VR headset, and new Steam Controller due to industry-wide memory and storage component shortages. Apparently, AI data centers are gobbling up all the RAM, causing prices to more than double. They still plan to ship in the first half of 2026, but pricing and exact schedules are under review. (Source: Valve) <a href="https://app.daily.dev/posts/iXYPYa4qJ" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Good to know</h2>
<ul>
<li><strong>Microsoft builds LLM backdoor scanner</strong>: Microsoft developed a scanner to detect backdoors in open-weight AI models by identifying attention hijacking patterns, data leakage, and fuzzy trigger matching without retraining. <a href="https://app.daily.dev/posts/O9jvh85A8" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AWS posts strong growth, plans massive AI infrastructure investment</strong>: AWS reported a strong Q4 2025 with 24% growth and plans to invest $200 billion in 2026 to double its datacenter capacity by 2027, primarily for AI infrastructure. <a href="https://app.daily.dev/posts/1BAlXIloL" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Databricks unveils MemAlign for LLM evaluation</strong>: Databricks introduced MemAlign, a new MLflow framework that uses a dual-memory system to reduce the cost and latency of training LLM-based judges for evaluation. <a href="https://app.daily.dev/posts/eCdeDEih6" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Old driver exploit disables EDR</strong>: A legitimate 2010 EnCase forensic tool driver was weaponized to disable security products by exploiting a Windows Driver Signature Enforcement loophole, allowing it to bypass modern verification. <a href="https://app.daily.dev/posts/9GskJTmwz" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Postgres aims to replace specialized databases</strong>: Postgres, with extensions like pgvector and TimescaleDB, is being touted as a consolidated solution for most companies, capable of replacing specialized databases like Elasticsearch and Redis. <a href="https://app.daily.dev/feed-by-ids?id=QtM7zNGDf&amp;id=VBHSJlMha&amp;id=pKNE7iWlw&amp;id=xEaqTmGWC" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>New security solution for enterprise AI agents</strong>: Operant AI launched Agent Protector, a real-time security solution for autonomous AI agents in enterprises, addressing shadow agent discovery and inline protection against privilege escalation. <a href="https://app.daily.dev/feed-by-ids?id=0e28QTlYb&amp;id=2vNCw5dB4&amp;id=the2EenMO" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Processor ecosystem updates from Intel and CentOS</strong>: Intel released ISPC 1.30 with AMX support, and CentOS Stream announced RISC-V support for its next version, expanding its versatility beyond RHEL’s upstream role. <a href="https://app.daily.dev/feed-by-ids?id=SaAG9DKe2&amp;id=wIabPn6gv&amp;id=xM3ZB9S5o" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Bullshit police</h2>
<ul>
<li><strong>AI bot traffic escalates, igniting publisher defense arms race</strong>: Apparently, AI bots are now a ‘significant portion’ of web traffic, leading to an ‘arms race’ between publishers and bots. Akamai and TollBit are here to tell us that this dynamic will ‘fundamentally reshape how the Internet functions.’ Because, you know, bots scraping content is a totally new problem that definitely requires sensationalist language and an ‘arms race’ narrative. <a href="https://app.daily.dev/posts/5O2tzW5oh" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Starlink to launch AI-optimized phone, because why not</strong>: SpaceX is reportedly exploring a Starlink-branded mobile phone ‘optimized for AI neural networks,’ which will ‘potentially rival traditional smartphones.’ Because what we really need is another phone, but this one is ‘AI-optimized.’ I’m sure it’ll solve all our problems, like, you know, making calls and sending texts, but with more neural networks. <a href="https://app.daily.dev/feed-by-ids?id=MXFPbStCq&amp;id=afU8DAFQ0" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Vibe coding is the new prompt engineering</strong>: The concept of ‘Vibe Coding’ is being introduced as an ‘evolution of prompt engineering,’ where AI agents operate autonomously within predefined frameworks. It’s all about shifting developers’ focus from coding to ‘business requirements and architecture.’ So, basically, it’s spec-driven development, but with more AI buzzwords and a cooler name. Groundbreaking. <a href="https://app.daily.dev/posts/wypgtlifg" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
