<h2>Must know</h2>
<ul>
<li><strong>Anthropic’s Claude Opus 4.6 expands context and introduces 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 PowerPoint integration, aiming to appeal beyond developers to a broader range of knowledge workers. This model claims state-of-the-art results on several benchmarks, even outperforming GPT-5.2, according to Anthropic. <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>AWS commits $200 billion to AI infrastructure</strong>: AWS is pouring $200 billion into AI infrastructure in 2026, aiming to double its datacenter capacity by 2027. This massive investment follows a strong Q4 2025, with 24% year-over-year growth, driven by both traditional cloud migration and increasing AI workloads. CEO Andy Jassy stated they’re monetizing AI capacity as fast as it’s deployed, highlighting the demand for AI compute. <a href="https://app.daily.dev/feed-by-ids?id=1BAlXIloL&amp;id=CZUzCGBQG" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Old driver exploit disables modern EDR defenses</strong>: A legitimate, decade-old EnCase forensic tool driver is being weaponized by threat actors to disable security products like EDR. This exploit leverages a critical gap in Windows Driver Signature Enforcement, allowing an expired and revoked driver to load due to backward compatibility policies. Huntress detected this during a SonicWall VPN breach, where the malware targeted 59 security processes to blind endpoint defenses. <a href="https://app.daily.dev/posts/9GskJTmwz" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Good to know</h2>
<ul>
<li><strong>Google opens developer docs to AI with new API</strong>: Google launched a Developer Knowledge API and Model Context Protocol (MCP) server in public preview, giving AI tools direct, programmatic access to up-to-date Google developer documentation. <a href="https://app.daily.dev/posts/X3xuKKIe1" target="_blank" rel="noopener nofollow">Read more</a></li>
<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>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>Enterprise AI agents drive architectural shift and new security needs</strong>: Enterprise software is shifting to agentic systems of action, with Gartner predicting 40% of enterprise apps will feature AI agents by late 2026, driving demand for new security solutions like Operant AI’s Agent Protector. <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>Valve hardware delayed by AI-driven component shortages</strong>: Valve delayed its Steam Machine, Steam Frame VR, and new Steam Controller due to industry-wide memory and storage component shortages, primarily driven by AI data center demand. <a href="https://app.daily.dev/posts/iXYPYa4qJ" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Postgres aims to replace specialized databases</strong>: Postgres, with extensions like pg_textsearch and pgvector, is being touted as a consolidated solution capable of replacing specialized databases for 99% of companies, reducing operational complexity. <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>ScyllaDB adds vector search capabilities</strong>: ScyllaDB integrated vector search using the USearch library, leveraging its shard-per-core architecture for high-performance storage of vector embeddings with structured data. <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>
</ul>
<h2>Bullshit police</h2>
<ul>
<li><strong>Vibe coding is the new hotness, apparently</strong>: Apparently, ‘vibe coding’ is the new ‘prompt engineering,’ where AI agents autonomously operate within predefined frameworks. It’s not for building from scratch, mind you, but for extending existing codebases. So, instead of writing code, we’re now just writing specs for our AI overlords. Revolutionary. <a href="https://app.daily.dev/posts/wypgtlifg" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AI bot traffic sparks ‘arms race’ on the internet</strong>: The internet is now an ‘arms race’ between AI bots scraping content and publishers trying to stop them. Data from Akamai and TollBit suggests bots are getting sophisticated, leading to an ‘escalating’ conflict. Because nothing says ‘progress’ like the internet becoming an endless game of digital whack-a-mole. <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</strong>: SpaceX is reportedly eyeing a Starlink-branded mobile phone ‘optimized for AI neural networks.’ Because what we really need is another phone, especially one that’s ‘optimized’ for AI, whatever that means. Maybe it’ll help us find better signal in space, or just make our existing phones feel even more inadequate. <a href="https://app.daily.dev/feed-by-ids?id=MXFPbStCq&amp;id=afU8DAFQ0" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
