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**What Youโll Learn**: Smart TVs are everywhere! But who is the master? Amid the overall electronics boom thanks to A.I., one piece of electronics is almost unchanged financially. That is the digital display or flat-panel monitor. With good reason! The entire entertainment and streaming industry wants one of these devices in your living room. Not only wanting access to your wallet; companies are willing to violate customer trust to squeeze a few extra pennies out of the devices they sold you. To these companies, you technically never really…
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**What Youโll Learn**: Two product surfaces, one repo, one policy: Conduct Guard โ the policy engine. Decides block / warn / audit / inject for every AI action before it executes, backed by signed configuration and a hash-chained audit log. Conduct Router โ the LLM proxy. Point any provider SDK (Anthropic, OpenAI, Perplexity) at Router and every request runs through Guard on the way to the upstream provider. Governance, not observability Runtime firewalls like Straiker and Lakera tell you what an agent did. Guard controls what an agent…
๐ฅ Check out this insightful post from Hacker News ๐ ๐ **Category**: ๐ **What Youโll Learn**: Divy Srivastava ยท August 26, 2026App development has always been harder than web development for LLMs. Apps tend to have platform style norms and layouts, and they need to look and feel a certain way. People can feel when an app is โnativeโ and crafted for their device. Plus, the web is open and universal in a way apps and app stores typically are not, which means LLMs have comparatively less data in their training sets.Many vibe-coding platforms have tried to solve the problem…
โจ Discover this must-read post from Hacker News ๐ ๐ **Category**: ๐ **What Youโll Learn**: Holbrook Mohr and Mitch Weissย |ย The Atavist Magazineย | July 2026 | 2,284 words (8 minutes) This is an excerpt fromย issue no. 178,ย โToxic Lies.โ January 3, 2026 In the isolation ward of a hospital in Birmingham, Alabama, a nurse approaches Ron Fowlerโs bed, cell phone extended in her hand. โYou have a call,โ she says. Fowlerโs eyes flutter open. He tugs off his oxygen tube and, with trembling fingers, accepts the phone. โThanks,โ he whispers, before turning his attention to usโthe callers. From his voice itโs clear…
๐ฅ Discover this trending post from Hacker News ๐ ๐ **Category**: ๐ **What Youโll Learn**: Why you should join us Weโre building a research lab with a real-time feedback loop. Weโre building AI systems that expand how quickly a small research team can understand, build, and experiment. Our edge is the speed at which we can form ideas, build systems, run experiments, and learn from reality. Youโll work directly with the founders and have real ownership over what we build and how we build it. Weโre a small team with over a decade of experience at places like Optiver, DRW,…
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**What Youโll Learn**: I released a security fix for OCaml's cohttp 6.3.0 today, fixing a path traversal issue. The patch itself was straightforward and in normal times, the security procedure would have been to fix it privately, inform affected users, and then issue a public advisory. This time around though, I noticed probes in my live webserver logs with the exact bug pattern just minutes after opening the PR to fix the issue. What's worse, I found I could use my own agents to find the exploit just…
๐ฅ Discover this must-read post from Hacker News ๐ ๐ **Category**: ๐ **What Youโll Learn**: Macbeth, IV, 1, Macbeth in witches cave (1829), Johann Heinrich RambergWeird is one of the most commonly used words in the English language. Chances are, the word will pass through your lips (or be tapped out by your fingers) today. Youโll use it when you need to describe something out of the ordinary: a weird coincidence, a weird smell in the fridge, or โ heavens forfend! โ that weird guy at the office.We say weird all the time for the little everyday oddities we encounter.But…
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**What Youโll Learn**: State of the Map is the annual event for all mappers and OpenStreetMap users. In 2026 the State of the Map conference will be taking place in Paris and online. It will be a three day conference packed with talks, workshops, discussion rounds and more. Your organising team. Attending If you are attending the conference either in person in Paris or online, here are some useful links to find information: Hot to get to the venue Programme Programme for your mobile devices Connect with…
๐ฅ Read this must-read post from Hacker News ๐ ๐ **Category**: ๐ **What Youโll Learn**: Companies are in the process of building test units for small modular reactors, which could be used to power rural areas. Credit: Kairos PowerNuclear power plants have not exactly sprouted like daisies across the United States. The countryโs first commercial nuclear reactor of the twenty-first century didnโt come online until 2016. That was Unit 2 of the Watts Bar Nuclear Plant in Tennessee, which arrived two decades after Unit 1.But that drought, and a similar one in Europe, might be ending. Two reactors began operating…
โจ Discover this trending post from Hacker News ๐ ๐ **Category**: ๐ก **What Youโll Learn**: I was running a shell MCP server in Claude without thinking about it.Not careless exactly. Iโve read the docs, I understood roughly what the MCP server was doing, and what tools it was exposing. But I hadnโt stopped to think about what โgive your AI agent a shellโ actually means at the OS level.One afternoon I couldnโt stop the nagging thoughts from intruding, and I knew I wasnโt going to get anything done until I pulled the string and found out where it led.I set…
