<h2>Must know</h2>
<ul>
<li><strong>AI agents are reshaping software development roles</strong>: AI coding agents are compressing implementation time, shifting the bottleneck from coding to defining requirements. This creates a new ‘Product Engineer’ role, blending technical skills with deep customer understanding and strategic thinking, as highlighted by Atlassian. Engineers now need to excel at user interviews, feedback analysis, and precise specification writing to guide AI tools effectively. This evolution emphasizes soft skills and contextual awareness over raw coding speed, transforming engineering into a more product-centric discipline. <a href="https://app.daily.dev/feed-by-ids?id=ruSCT0Fh&amp;id=sifgyKGyd&amp;id=H430dwVHX" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>OpenAI and Microsoft face $134 billion lawsuit from Elon Musk</strong>: Elon Musk is suing OpenAI and Microsoft for up to $134 billion, alleging OpenAI abandoned its original nonprofit mission and that Microsoft knowingly assisted in this breach. Musk claims his early contributions, including $38 million in seed funding and staff recruitment, were foundational to their success. A federal judge has denied motions to dismiss, setting the stage for a jury trial in late April, according to multiple reports. This high-stakes legal battle underscores the intense financial and ideological conflicts within the AI industry. <a href="https://app.daily.dev/posts/pwpD2QRjm" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Anthropic’s Claude Co-work and Code face persistent security flaws</strong>: Anthropic’s new Claude Co-work, designed for desktop automation, and its coding counterpart, Claude Code, are plagued by an unpatched prompt injection vulnerability. Security researchers at PromptArmor found that malicious prompts can exfiltrate sensitive files via the Files API without user approval, bypassing user confirmation steps. Despite repeated disclosures since October 2025, Anthropic continues to place responsibility on users to monitor suspicious activity, a stance criticized as inadequate, especially for non-technical users targeted by Cowork, as detailed in multiple security analyses. <a href="https://app.daily.dev/feed-by-ids?id=s11rN52dz&amp;id=jaKSkIh92&amp;id=rAHVvRPEj" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Good to know</h2>
<ul>
<li><strong>GitHub Copilot introduces repository-specific agentic memory</strong>: GitHub Copilot now features an opt-in ‘memories’ system that automatically learns and documents coding preferences and project guidelines, aiming to improve code consistency, speed up onboarding, and automate team standard enforcement. <a href="https://app.daily.dev/posts/nCmOnsQS3" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Small language models gain enterprise preference</strong>: Enterprises are increasingly favoring Small Language Models (SLMs) like Phi-3 and Mistral 7B over larger LLMs due to lower costs, reduced latency, and better fit for specific, well-defined tasks such as invoice parsing and contract classification. <a href="https://app.daily.dev/feed-by-ids?id=HX43N3MkE&amp;id=J1BKrq2u6" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Google previews AI-based SQL generation in BigQuery</strong>: Google’s BigQuery is introducing ‘Comments to SQL,’ an AI-powered feature that converts natural-language instructions within SQL comments into executable queries, aiming to accelerate data analysis by minimizing manual coding. <a href="https://app.daily.dev/posts/5AcBUpc2i" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Android Studio Otter 3 integrates flexible AI and enhanced agent workflows</strong>: Android Studio Otter 3 now supports integration with multiple LLMs (Gemini, GPT, Claude, local models), offers an enhanced agent mode for device interaction, and introduces natural language UI testing via ‘Journeys’ for automated test step generation. <a href="https://app.daily.dev/posts/q3jJpSTPR" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>ClickHouse raises $400M, acquires Langfuse for AI analytics</strong>: ClickHouse secured $400 million in Series D funding, valuing it at $15 billion, and acquired Langfuse, an open-source LLM observability platform, to create a unified analytics and debugging platform for enterprise AI workloads. <a href="https://app.daily.dev/posts/9QbO7XqRY" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Microsoft open-sources XAML Studio for .NET UI prototyping</strong>: Microsoft has open-sourced XAML Studio under the .NET Foundation, providing a tool for rapid prototyping and fast feedback loops in XAML-based UI development, with community contributions now enabled via GitHub. <a href="https://app.daily.dev/posts/hUJrXK08w" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Mandiant publishes NTLMv1 rainbow tables to force deprecation</strong>: Google-owned Mandiant released comprehensive rainbow tables for Net-NTLMv1, enabling credential recovery in under 12 hours with consumer-grade hardware, aiming to force organizations to abandon the 20-year-old insecure protocol. <a href="https://app.daily.dev/posts/2q2phjvWS" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Bullshit police</h2>
<ul>
<li><strong>AI coding tools: the productivity paradox continues</strong>: Academic research from Stanford and others keeps showing that AI coding tools, while generating more code, often lead to developers being slower overall, with increased bugs and technical debt. Apparently, the ‘vibe coding’ Linus Torvalds dabbled in for a hobby project isn’t quite cutting it for production systems. Who knew that blindly accepting AI output without understanding it might lead to problems? Shocking, I know. <a href="https://app.daily.dev/feed-by-ids?id=jSgoQLSoF&amp;id=5khP9Wt37&amp;id=H6Mp947gD" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>OpenAI’s ad pivot: from ‘last resort’ to ‘just another ad company’</strong>: OpenAI, after losing $11.5 billion in Q3 2025, is now rolling out targeted ads for its free and Go tier ChatGPT users. CEO Sam Altman once called ads a ‘last resort,’ but apparently, $45 billion in projected cash burn by 2028 changes priorities. They promise ads won’t influence AI responses and won’t appear on sensitive topics, but let’s be real, when has an ad-driven model ever prioritized user experience over revenue? It’s almost like they’re trying to become Google, but with more existential dread. <a href="https://app.daily.dev/posts/DQh9IAXNl" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Enterprise AI: all hype, no ROI?</strong>: Gartner predicts global AI spending will hit $2.52 trillion by 2026, yet MIT research claims 95% of enterprises see no ROI from their AI investments. Moody’s is forecasting $3 trillion for AI datacenters by 2030, but apparently, power grids and local communities are getting a bit cranky about the electricity and water consumption. It seems the ‘AI boom’ is mostly a boom for hyperscalers and chip manufacturers, while everyone else is stuck in the ‘trough of disillusionment.’ Maybe we should just call it the ‘trough of expensive experiments.’ <a href="https://app.daily.dev/posts/TNaBNlpBz" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
