<h2>Must know</h2>
<ul>
<li><strong>OpenAI hits $730B valuation in massive circular funding round</strong>: OpenAI secured $110 billion from Amazon, Nvidia, and SoftBank, though much of it is tied to infrastructure commitments rather than liquid cash. Amazon’s $50B involves a 2GW Trainium compute deal making AWS the exclusive third-party distributor, while Nvidia’s $30B is linked to deploying 5GW of Vera Rubin systems. Critics note these ‘circular deals’ effectively inflate valuations while guaranteeing returns for the investors’ own cloud and chip businesses. <a href="https://app.daily.dev/feed-by-ids?id=8imM4YubL&amp;id=2MnggU5aN&amp;id=3EaP1eYC2" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Block cuts 40% of staff as Dorsey bets on AI efficiency</strong>: Jack Dorsey’s fintech firm Block (formerly Square) slashed its workforce from 10,000 to under 6,000, claiming AI tools now perform many roles better than humans. While the stock jumped 24% on the news, analysts are debating whether this is a genuine AI-driven structural shift or a convenient narrative for aggressive cost-cutting. Dorsey predicted most tech companies will follow this ‘proactive’ reduction model within the next year. <a href="https://app.daily.dev/feed-by-ids?id=yB8j5HQ6b&amp;id=eacyfq01e" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>The ‘Harness Thesis’ challenges model-centric development</strong>: New production benchmarks from Vercel and Manus suggest that the ‘agent harness’—the surrounding infrastructure—is a greater determinant of success than the underlying LLM. Vercel reportedly improved agent accuracy from 80% to 100% simply by stripping available tools down to just Bash and SQL. The industry is converging on the idea that simpler, general-purpose harnesses with persistent memory outperform complex, specialized orchestration layers. <a href="https://app.daily.dev/feed-by-ids?id=kKgogidvG&amp;id=n6a2QMenn" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Good to know</h2>
<ul>
<li><strong>Perplexity Computer launches as a $200/month agentic orchestrator</strong>: The tool routes complex workflows across 19 different models, signaling a pivot away from ad-supported search toward high-value enterprise automation. <a href="https://app.daily.dev/posts/JYBUJ8DSb" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Agentic Ops emerges as the next evolution of SRE</strong>: Systems combining eBPF ground truth with LLM reasoning are beginning to autonomously remediate routine Kubernetes incidents like memory leaks and crash loops. <a href="https://app.daily.dev/posts/rIKV5hbrF" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Mendral uses ClickHouse to automate CI failure investigations</strong>: By denormalizing 1.5 billion log lines into a high-compression ClickHouse instance, their AI agent performs multi-step root cause analysis in milliseconds. <a href="https://app.daily.dev/posts/lvk4qOn8B" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Red Hat and Nvidia partner on ‘AI Factory’ for OpenShift</strong>: The integrated stack combines RHEL with Nvidia NIM microservices to provide a hardened, full-stack environment for industrial-scale model deployment. <a href="https://app.daily.dev/posts/It2aRA6ec" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Socket uncovers North Korean ‘StegaBin’ malware in npm</strong>: Lazarus Group used character-level steganography in Pastebin posts to hide C2 infrastructure, targeting Web3 developers’ VSCode configs and SSH keys. <a href="https://app.daily.dev/posts/FlnRaRBz6" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Ubuntu 26.04 ‘Resolute Raccoon’ hits final monthly snapshot</strong>: The LTS release is on track for April 23, featuring the Linux 7.0 kernel and GNOME 50 beta components. <a href="https://app.daily.dev/posts/QvM4ZBs0d" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Confluent Kafka Clients 2.13.0 brings Python asyncio to GA</strong>: The release includes deterministic partitioners and full type hints, alongside significant performance tuning for .NET and Go clients. <a href="https://app.daily.dev/posts/XxtrJwDiH" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Bullshit police</h2>
<ul>
<li><strong>The Pentagon wants Anthropic to lobotomize its ethics</strong>: Defense Secretary Hegseth is reportedly pressuring Anthropic to strip safety guardrails from Claude for ‘unrestricted’ military use in autonomous weapons. It’s a classic case of the government demanding a ‘special version’ of reality where the AI is perfectly safe for civilians but a cold-blooded killer for the state. Good luck retraining a model to ignore its core alignment without it becoming a hallucinating mess or ‘alignment faking’ its way through a mission. <a href="https://app.daily.dev/feed-by-ids?id=DOq4pZFPp&amp;id=XR0JM9qQf&amp;id=IQbfSgesl" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Claude Code ‘crashed’ the cybersecurity market</strong>: Wall Street wiped $15B off cybersecurity stocks because Anthropic released a CLI tool that can find bugs, proving once again that analysts don’t understand the difference between a linter and a CISO. While the hype says ‘AI will fix all code,’ the reality is that 76% of AI-generated vulnerabilities still go undetected by the tools that made them. We aren’t replacing security teams; we’re just giving them more sophisticated ways to generate technical debt. <a href="https://app.daily.dev/feed-by-ids?id=601vxKUqh&amp;id=i5uuskAwq&amp;id=SSf2CQgNl" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>The ‘Minimum Lovable Product’ is just MVP with a therapist</strong>: As AI commoditizes basic features, some are pivoting to the ‘MLP’—arguing that ‘lovability’ is the only defensible moat left. It’s a desperate attempt to rebrand ‘polishing the UI’ as a strategic breakthrough because we can’t compete on raw functionality anymore. If your product’s only advantage is that it has a ‘personality,’ you don’t have a moat; you have a mascot. <a href="https://app.daily.dev/posts/IvDJTiclN" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
