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If You are Asking for Human Attention, Demonstrate Human Effort

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🔥 Check out this trending post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: An ever-increasing volume of debug investigations, document writing, and code is written by robots. This has created a new etiquette question when working with a team - when is it OK to forward the output of an AI to another human to read? On one hand, an AI with robust integration to internal code bases and documentation often produces genuinely useful output. On the other, as an increasing amount of a software engineer's day is spent reading AI text, a fatigue sets in. If…

Biological Evolution and Information Acquisition

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🔥 Discover this insightful post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: A few weeks ago we looked at a simulation of technological evolution by economist Brian Arthur, in which he was able to start with simple building blocks (such as a NAND gate) and evolve surprisingly complex circuits (such as a 12-way AND gate or a 4-bit adder) by randomly combining increasingly useful existing components. We analyzed this as a way of simplifying a search problem: by using existing, working components as modules that can be combined, a few at a time, into more complex modules,…

Worth Knowing — The Ledger

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🚀 Explore this awesome post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: OpenAI's Service Terms gained a section governing software it delivers for installation on a customer's own systems. The new "Licensed Materials" terms cover code, containers, and modules run on local machines or private cloud, and require permanent deletion of every copy on termination. Contract language for on-prem delivery tends to ship before the product it is written for.In human terms: A business evaluating a locally deployed model for security-sensitive work reads the new section and finds the exit cost spelled out: when the contract ends,…

Why I’m Forced to Say Farewell: Google Management Has Lost Its Moral Compass

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🔥 Discover this awesome post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: When Google offered me the job of Director of Android Platform Security in 2017, it was impossible to refuse. Yes, Trump was already president—my family and I had qualms—but he seemed contained, even ineffective. More importantly, Google was a different company 9 years ago. Android was open source first and had just surpassed 2 billion users. I’d been studying its security from the outside since 2009, and it was (and still is!) the most exciting end-user facing operating system to work on. However, while the…

I stopped tracking my time. Now I can’t focus.

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🚀 Explore this must-read post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: One of the most freeing things I’ve ever done in my business is to stop tracking time.I used to religiously track where I spent my time when on my computer. Client work in one bucket, personal branding in another, and side projects/adventures in a third. Inside of those, I would then categorize which engagement/project I was working on.At the end of the year, it was awesome! I had this huge breakdown of where all of my time went. I could even cross-reference it against what…

Who Runs the Ransomware Group ‘The Gentlemen?’ – Krebs on Security

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✨ Discover this must-read post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: A cybercrime group known as The Gentlemen has emerged as the second most active ransomware gang by victim count, rapidly attracting a talented pool of hackers through an aggressive recruitment strategy that promises affiliates 90 percent of any ransom paid by victims. This post examines clues pointing to a real life identity for the administrator of The Gentlemen ransomware group. A graphic created and shared by The Gentlemen ransomware group administrator Hastalamuerte on Breachforums in May 2026. Credit: ke-la.com. Experts at the security firm Check…

agent-pd/README.md at master · varmabudharaju/agent-pd · GitHub

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🔥 Check out this trending post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: The department's body-cam. agent-pd won't stop the heist — but every move your agents make ends up on the record. Flight recorder + police scanner, not a firewall. If you need to stop an action, that stays with Claude Code's permission prompts or an OS sandbox. agent-pd tells you what an agent did — faithfully, after the fact or live as it happens. Highlights Covers the main agent + every subagent, including those spawned by Claude Code's new dynamic Workflow tool (verified against recorded…

Solar generates more energy in US than coal for first time | US news

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✨ Explore this insightful post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Even as Donald Trump boosts coal over clean energy, solar power is hitting new milestones in the US and remains the leading source of new power.Data released on Wednesday by the global energy thinktank Ember, along with a report by the Solar Energy Industries Association (Seia) and analytics firm Wood Mackenzie, show the continued growth of solar and decline of coal in the United States despite federal policy. In May, for the first time, solar supplied more of the nation’s electricity than coal, or 12.8%,…

Software Is Made Between Commits — Zed’s Blog

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🔥 Read this insightful post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: I have never been a big fan of pull requests. Before agents, it was easier to believe that the ceremony of trading comments on snapshots was an effective way to collaborate on software, but it never really worked for the Zed team. We frequently work together in the same worktree, building trust and shared understanding by discussing the code as we write it. GitHub doesn't let you talk about code until after you commit and push, but by then our most important conversations are usually…

ory/talos: Web-scale and security-hardened API key server for users, services, machine to machine, and AI agents. Token derivation brings fine-grained capability tokens to avoid common API key pitfalls. Apache2 open source for indie deployments, commercial for scalable and HA. · GitHub

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💥 Discover this insightful post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Ory Talos is a scalable and secure API key server optimized for low-latency verification, horizontal scaling, and predictable operations. It follows established security best-practices for API keys and issues, verifies, revokes, and derives API keys and short-lived tokens for high-throughput systems. Ory Talos is a server for issuing, verifying, and managing API keys. It follows cloud architecture best practices and focuses on: Issuing, verifying, and revoking API keys at scale Importing externally-issued API keys for unified verification Deriving short-lived JWT and macaroon tokens from long-lived…