<h2>Must know</h2>
<ul>
<li>Heroku is officially dead, time to migrate: Salesforce has moved Heroku into a ‘sustaining engineering’ phase, halting new enterprise contracts and effectively signaling its decline. This means no new features and a recommendation to treat it as legacy infrastructure. If you’re still on Heroku, it’s time to plan your exit strategy to alternatives like Render, Railway, or even self-hosting, as reported by <a href="http://FastRuby.io" target="_blank" rel="noopener nofollow">FastRuby.io</a> and other sources. <a href="https://app.daily.dev/feed-by-ids?id=13PGZg8yI&amp;id=smfFrov84&amp;id=pW1DiQ44D" target="_blank" rel="noopener nofollow">Read more</a></li>
<li>Linux kernel permanently adopts rust: Linux 7.0 officially makes Rust a permanent part of the kernel project, concluding the ‘Rust experiment.’ This decision signals a long-term commitment to the language, encouraging developers and companies to invest in Rust training and development for kernel contributions, as highlighted by The Register. <a href="https://app.daily.dev/posts/k0qXAqGCH" target="_blank" rel="noopener nofollow">Read more</a></li>
<li>AI agents develop c compiler for linux kernel: Anthropic researchers used 16 Claude Opus 4.6 AI agents to autonomously build a Rust-based C compiler capable of compiling the Linux kernel. While the generated code isn’t production-ready due to inefficiency and subpar Rust quality, it demonstrates significant autonomous AI development capabilities, consuming $20,000 in API costs over two weeks. <a href="https://app.daily.dev/feed-by-ids?id=qhPl6UlEO&amp;id=9jEdtbewr" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Good to know</h2>
<ul>
<li>Valkey performance enhancements post-redis fork: Valkey, the Redis fork, is seeing significant performance improvements in upcoming versions 8 and 9, including a redesigned hash table, reduced memory overhead, and up to 40% memory reduction for small key-value workloads while maintaining throughput. <a href="https://app.daily.dev/posts/BJPWCn9Zl" target="_blank" rel="noopener nofollow">Read more</a></li>
<li>Offpunk 3.0 ‘a community is born’ release: Offpunk 3.0, a command-line browser for Web, Gemini, and Gopher, has been released with significant community contributions, adding internationalization, content extraction, cookie import, and social features. <a href="https://app.daily.dev/posts/PQWyJBNP4" target="_blank" rel="noopener nofollow">Read more</a></li>
<li>Google cloud monitoring enhances otlp metrics support: Google Cloud Monitoring now supports OpenTelemetry Protocol (OTLP) for metrics, enabling provider-agnostic telemetry pipelines, direct SDK-to-Cloud Monitoring ingestion, and zero-code auto-instrumentation. <a href="https://app.daily.dev/posts/REiFVQA5G" target="_blank" rel="noopener nofollow">Read more</a></li>
<li>Cluster API v1.12 enhances kubernetes lifecycle management: Cluster API v1.12 introduces in-place updates for modifying existing machines without recreation and chained upgrades for skipping multiple Kubernetes minor versions in a single operation, simplifying cluster lifecycle management. <a href="https://app.daily.dev/posts/SwlgWxJBR" target="_blank" rel="noopener nofollow">Read more</a></li>
<li>Python ecosystem updates and geopandas tutorial: Python 3.15 alpha shows 7-8% JIT compiler gains, pandas 3.0 introduces breaking changes with Copy-on-Write, and the PSF received $1.5 million from Anthropic for security infrastructure. <a href="https://app.daily.dev/feed-by-ids?id=0nZHWqg8R&amp;id=K4uvLmggX&amp;id=PuaaXOtow" target="_blank" rel="noopener nofollow">Read more</a></li>
<li>Java news roundup: glassfish 8.0, openhai 1.0, langchain4j: GlassFish 8.0 GA is out with virtual threads, OpenHai 1.0 integrates AI into Jakarta EE, and LangChain4j 1.11.0 adds streaming agents, reflecting ongoing Java ecosystem advancements. <a href="https://app.daily.dev/posts/vCfzQMkUN" target="_blank" rel="noopener nofollow">Read more</a></li>
<li>Transformers.js v4 preview: now available on npm: Transformers.js v4 preview is now on NPM, featuring a new C++ WebGPU runtime for cross-platform support, 4x speedup for BERT models, and 10x faster builds, enabling 20B parameter models at ~60 tokens/second on M4 Pro Max. <a href="https://app.daily.dev/posts/blzYLzH95" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Bullshit police</h2>
<ul>
<li>Anthropic claude co-work plugin release and tech stock market concerns: Anthropic released Claude Co-work with industry-specific plugins, and some are claiming this ‘wiped out $400 billion in tech stocks.’ Apparently, a new AI tool is all it takes to crash the market, not, you know, actual economic factors or overinflated valuations. It’s almost like the market is a delicate flower that wilts at the sight of a new plugin. (QnkkrfiEd) <a href="https://app.daily.dev/posts/QnkkrfiEd" target="_blank" rel="noopener nofollow">Read more</a></li>
<li>AI’s impact on cognitive skills: developer concerns: Two unnamed developers are worried AI tools like ChatGPT are fostering ‘lazy thinking’ because they’re personally offloading cognitive tasks to AI. It’s a classic tale: ‘AI is making me dumber, therefore it’s making everyone dumber.’ Maybe the problem isn’t the tool, but the user’s inability to resist the urge to let a chatbot do all the heavy lifting. (X3beZyrKi) <a href="https://app.daily.dev/posts/X3beZyrKi" target="_blank" rel="noopener nofollow">Read more</a></li>
<li>AI hype, regulation, and investment trends: Someone paid $70 million for <a href="http://AI.com" target="_blank" rel="noopener nofollow">AI.com</a>, because apparently, owning a two-letter domain is a sound 10-20 year strategic investment in the AI future. Meanwhile, an ‘agentic AI’ social network called Moltbook turned out to be human-controlled agents, proving that sometimes, the ‘AI’ in ‘AI hype’ just stands for ‘Artificially Inflated.’ (KxYxbzZtb, eu7ShA5er, jmvy6d70v, nTkvD3DKT, sOrxdsIQw) <a href="https://app.daily.dev/feed-by-ids?id=KxYxbzZtb&amp;id=eu7ShA5er&amp;id=jmvy6d70v&amp;id=nTkvD3DKT&amp;id=sOrxdsIQw" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>