<h2>Must know</h2>
<ul>
<li><strong>New Claude and GPT models duke it out</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 a Compaction API for long conversations. This model is now available on Amazon Bedrock, Vercel’s AI Gateway, and Google Cloud’s Vertex AI, aiming to tackle complex enterprise workflows and coding tasks, even outperforming GPT-5.2 on some benchmarks. Meanwhile, OpenAI countered with GPT 5.3 Codex, claiming a 10% lead on Terminal Bench 2.0 and introducing real-time steering during execution. <a href="https://app.daily.dev/feed-by-ids?id=G7Sre82A1&amp;id=Ijw4mCG7B&amp;id=CZUzCGBQG&amp;id=I2PdjppNx&amp;id=IDVrBk7Fu&amp;id=J2cljSBHP" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AWS goes all-in on AI infrastructure</strong>: AWS is throwing $200 billion into AI infrastructure in 2026, aiming to double its datacenter capacity by 2027. This comes after a strong Q4 2025 with 24% year-over-year growth, driven by cloud migration and AI workloads. CEO Andy Jassy says they’re monetizing AI capacity as fast as they can deploy it, with custom Trainium accelerators and Graviton CPUs already generating $10 billion in annualized revenue, offering better price-performance than GPUs. <a href="https://app.daily.dev/feed-by-ids?id=1BAlXIloL&amp;id=CZUzCGBQG&amp;id=I2PdjppNx&amp;id=IDVrBk7Fu&amp;id=J2cljSBHP" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Microsoft builds LLM backdoor scanner</strong>: Microsoft has developed a scanner to detect backdoors in open-weight AI models, identifying malicious triggers embedded during training without retraining or gradient calculations. This scanner works across most GPT-style models by looking for attention hijacking, data leakage, and fuzzy trigger matching. This is a critical step in addressing supply chain risks for enterprises using third-party LLMs, though adversaries are expected to adapt. <a href="https://app.daily.dev/posts/O9jvh85A8" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Good to know</h2>
<ul>
<li><strong>Google opens up developer docs to AI</strong>: Google launched a Developer Knowledge API and Model Context Protocol (MCP) server in public preview, giving AI tools programmatic access to up-to-date Google developer documentation to prevent outdated training data issues. <a href="https://app.daily.dev/posts/X3xuKKIe1" 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 (semantic and episodic) to reduce the cost and latency of training LLM-based judges, allowing rapid adaptation to new domains. <a href="https://app.daily.dev/posts/eCdeDEih6" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Operant AI launches agent security solution</strong>: Operant AI launched Agent Protector, a real-time security solution for autonomous AI agents in enterprises, addressing shadow agent discovery, privilege escalation, and data exfiltration with a zero-trust framework. <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>ScyllaDB gets vector search</strong>: ScyllaDB integrated vector search capabilities using the USearch library, allowing storage of vector embeddings with structured data and claiming 10x faster performance than Facebook’s Faiss. <a href="https://app.daily.dev/feed-by-ids?id=QtM7zNGDf&amp;id=VBHSJlMha&amp;id=pKNE7iWlw&amp;id=xEaqTmXWC" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Valve hardware delayed by AI demand</strong>: Valve delayed its Steam Machine, Steam Frame VR headset, 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>Old driver flaw disables EDR</strong>: A legitimate EnCase forensic tool’s 2010 Windows kernel driver was weaponized by threat actors to disable security products, exploiting a critical gap in Windows Driver Signature Enforcement due to backward compatibility policies. <a href="https://app.daily.dev/posts/9GskJTmwz" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>GitHub Actions gets new Go-based autoscaling client</strong>: GitHub Actions introduced a new Go-based runner scale set client for building custom autoscaling solutions without Kubernetes, offering platform-agnostic autoscaling with full provisioning control. <a href="https://app.daily.dev/posts/QeQqVzPnw" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Bullshit police</h2>
<ul>
<li><strong>Vibe coding: the latest AI buzzword for not actually coding</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, developers can finally stop coding and just write specs, shifting their focus to ‘business requirements and architecture.’ Because, you know, that’s what we all wanted: to be glorified spec writers while the AI does the ‘vibe’ work. <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 and publishers, with bots scraping content for training and real-time agents. Akamai and TollBit say bot traffic is up, and publishers are fighting back. This ‘dynamic’ is predicted to ‘fundamentally reshape how the Internet functions.’ Because, clearly, the biggest problem facing the internet is not privacy, or monopolies, but whether a bot can read your blog post. <a href="https://app.daily.dev/posts/5O2tzW5oh" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Starlink’s AI phone and AI-generated extremism: a balanced future</strong>: SpaceX is reportedly cooking up a Starlink-branded mobile phone ‘optimized for AI neural networks,’ because what the world really needs is another smartphone, but this time with more AI. They’re also expanding direct-to-device with 650 satellites for ‘global cellular coverage.’ Meanwhile, generative AI has reduced the cost of extremist content to ‘near-zero,’ enabling ‘mass personalization’ of propaganda. So, while we’re getting AI phones, terrorist groups are getting AI-generated manifestos. Priorities, people. <a href="https://app.daily.dev/feed-by-ids?id=MXFPbStCq&amp;id=afU8DAFQ0" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
