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We Built the AI Engineering Stack. Is Software Getting Better?
A reality check on Spec-Driven Development, agent harnesses, engineering churn, software quality, and the growing cost of AI-assisted Continue reading on Medium »
The Great Budget AI Hack That Wasn’t: Trying to Run Claude Code on OpenRouter’s Free Tier
Like many developers, I wanted a powerhouse coding agent in my terminal without constantly watching subscription meters run up. When Continue reading on Medium »
Satya Nadella says we should assume all AI models are ‘compromised’
In a lengthy post on X, Microsoft's CEO laid out his views on the dangers posed by highly advanced AI models and how to confront those risks. Nadella says we can no longer accept a world where AI is treated as a "set of nested black boxes" whose advice and actions we simply accept or reject. He calls for building a more transparent system where models can be contained, observed, and leaves behind "tamper-proof human readable evidence." Many of his recommendations align with what we've heard from others in the industry: timely incident disclosure, independent audits, verifiable data, and containment. It's on that last point that he appears t … Read the full story at The Verge.
Your Spring Boot App Passed Every Test. Kubernetes Killed It Anyway.
Your Java service has 40% of its heap available. Garbage collection looks healthy.Continue reading on Engineering Under Pressure »
Microsoft’s Satya Nadella says AI models need an ‘emergency brake’
In a Saturday morning post, Microsoft's CEO wrote that it’s time “to step back and assess the trust architecture” of AI.
I Made All My Friends Ditch Claude for the Chinese AI
You know the one. The friend who will not shut up about a new tool. The one who starts every conversation with Have you tried until Continue reading on Artificial Intelligence in Plain English »
Apple discloses deal to hire team and license tech from personalized podcast startup Huxe
Is Apple hoping to get into the AI-generated podcast business?
Teaching a 27B Model to Write Trading Alphas: 101 Formulas, 12 Rewards and One Unseen Year
How Qwen3.8 27B learns to write WorldQuant-style formulaic alphas: the formula language, alpha vs. beta, 12 reward channels and the hacks Continue reading on Medium »
Ghost in the Terminal: Building an Autonomous Cyber-Security OS with Zero Budget
How I Architected The Spider A Multi-Agent, Zero-Cost Security and Intelligence Engine Using Split Cognitive Routing and the HexStrike Continue reading on Medium »
DistroKid has been quietly taking down songs in response to UMG lawsuit
Artists are taking to social media to complain that DistroKid has unceremoniously removed their work without notice. Now DistroKid has confirmed to The Verge that the takedowns are a direct response to claims made by UMG. The label filed a lawsuit in September claiming that DistroKid has created an "AI-slop pipeline." Artists are saying that their non-AI works are being caught up in the purge, however. Musician and self-described "Video Game boy" McGwire reported that six of his songs had been removed from streaming. As has been the case with others, McGwire says that there was no communication from DistroKid before or after the removals, a … Read the full story at The Verge.
Nvidia in talks to acquire US 'open' model startup Reflection AI
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The Good Things About APIs: Why They Matter More Than You Think
A beginner-friendly guide to understanding how APIs help different software systems communicate and work together.Continue reading on Medium »