Journal · one note per week
Raw notes on AI in production, real agentic systems, and what actually works for the startups we work with.
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The release of jj v0.41.0 marks a pivotal moment for developers seeking a more intuitive and robust Git alternative. Let's explore the new features and improvements this version brings.
ReadNatural Language Autoencoders convert AI internal activations into comprehensible text. Discover how this innovation enhances the transparency and safety of models like Claude.
ReadDirtyfrag is a new vulnerability that enables privilege escalation across all major Linux distributions. Learn how it works and steps to protect yourself.
ReadDiscover why Costco captivates millions and how this mass consumption culture influences modern household buying decisions.
ReadAI-driven automation is reshaping the digital landscape, but the overflow of AI-generated content threatens the quality of online communities. Learn how to avoid AI Slop and maintain high standards.
ReadFor reliable agents tackling complex tasks, deterministic control flow is essential, rather than elaborate prompt chains. Discover why code is the key to reliability.
ReadExplore how self-cancelling subscriptions could revolutionize subscription management, reduce user frustration, and enhance system efficiency.
ReadIn Nigeria, a bold educational initiative reduced early marriages by 80%. Delve into the numbers and strategies to see how education can transform lives.
ReadDiscover how DeepSeek 4 revolutionizes local inference on Metal for tech developers and companies. A powerful tool to boost efficiency and security.
Read30 minutes, free. You leave with three concrete actions, even if we don’t work together.