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Capitalism as a system of profit-seeking agents can't handle AI right. There is a very simple feedback loop: 1. Agents seek to increase their profit by automating people. 2. Each agent acts to its own good but at the same moment, the ultimate goal is to get rid of all consumers of what agents produce, because jobless people are very bad at consuming goods and services. 3. Agents don't have any motivation to provide goods and services to consumers if they don't get anything valuable in return. Co...

Article URL: https://irishtechnews.ie/ai-sovereign-stack-rewriting-eu-tech-playbook/ Comments URL: https://news.ycombinator.com/item?id=49919263 Points: 1 # Comments: 0

Article URL: https://techxplore.com/news/2026-10-ai-chatbot-debunking-trump.html Comments URL: https://news.ycombinator.com/item?id=49919314 Points: 6 # Comments: 0

Article URL: https://www.404media.co/someone-torturing-llms-in-a-robot-prison-has-triggered-the-dumbest-debate-in-ai-yet/ Comments URL: https://news.ycombinator.com/item?id=49919504 Points: 3 # Comments: 2

Article URL: https://innovationscns.com/youre-not-crazy-a-case-of-new-onset-ai-associated-psychosis/ Comments URL: https://news.ycombinator.com/item?id=49919506 Points: 2 # Comments: 1

Article URL: https://www.youtube.com/watch?v=A_156w0aYtU Comments URL: https://news.ycombinator.com/item?id=49919641 Points: 5 # Comments: 1

Article URL: https://searchlify.saposs.com Comments URL: https://news.ycombinator.com/item?id=49919662 Points: 1 # Comments: 0

Article URL: https://www.theguardian.com/commentisfree/2026/oct/01/forget-superintelligence-error-prone-ai-nearly-sparked-world-war-iii-this-month Comments URL: https://news.ycombinator.com/item?id=49919702 Points: 3 # Comments: 0

Article URL: https://kimchi.dev/blog/why-agentic-ai-governance-cant-be-bolted-on Comments URL: https://news.ycombinator.com/item?id=49919714 Points: 1 # Comments: 0

Article URL: https://cmsa.fas.harvard.edu/media/2026/09/Summit-on-PhD-Math-Education-in-the-Age-of-AI.pdf Comments URL: https://news.ycombinator.com/item?id=49919804 Points: 2 # Comments: 0

Article URL: https://github.com/login Comments URL: https://news.ycombinator.com/item?id=49919821 Points: 2 # Comments: 0

Article URL: https://www.bbc.com/future/article/20260930-metas-new-ai-is-about-to-break-the-internet Comments URL: https://news.ycombinator.com/item?id=49919924 Points: 6 # Comments: 1

Article URL: https://www.technologyreview.com/2026/10/01/1145588/ai-mind-reading-reconstructs-what-youre-looking-at/ Comments URL: https://news.ycombinator.com/item?id=49920171 Points: 2 # Comments: 1

Article URL: https://www.thestateofai.com/news/meta-enterprise-ai-cj-desai Comments URL: https://news.ycombinator.com/item?id=49920266 Points: 1 # Comments: 0

I used to have things that I knew would improve my life as a Software Engineer: books, videos, learning algorithms, practicing data structures, attending meetings. Now all those things seem archaic and nonsense. You can prompt everything in seconds. What to look at now to be actual as a professional? How to be relevant in the next cycle? How to survive this storm? What options we have? Comments URL: https://news.ycombinator.com/item?id=49920340 Points: 2 # Comments: 2

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How to Build MCP Gateway from Scratch This guide covers how to build MCP gateway from scratch - a production middleware layer that routes, authenticates, rate-limits, and observably forwards AI agent tool calls. Covers TypeScript code, architecture decisions, and hardening for multi-tenant deployments. An MCP gateway is a middleware layer that sits between AI agents and the external tools, data sources, and services they need. It handles routing, authentication, rate limiting, protocol tr...

10 Claude Code CLI Mistakes That Kill Your Productivity — And How to Fix Each One Most developers who pick up Claude Code make the same mistakes in the first week. Not because they're careless — because the tool looks forgiving. It writes code confidently. It follows instructions promptly. It feels like it has your back. But it doesn't. Not unless you set it up to. The problem isn't that Claude Code does things wrong. It's that it does things exactly the way you asked — including the...

Shipping cost in most ecommerce backends is an estimate that nobody checks. At checkout you show a number from a rate table. The parcel ships. The carrier sends an invoice six weeks later with a different number on it. Nobody joins the two, because joining them means matching a carrier's line-item PDF against your order ids, and so the difference just disappears into cost of goods sold and the margin dashboard keeps lying. The fix is unglamorous and it pays for itself: a ledger that record...

Most retry advice assumes the operation you are retrying is free. For a shipping label API that assumption is wrong in an expensive way: the call creates a real object, it bills you when it succeeds, and the failure mode you actually hit is a timeout after the carrier already did the work. Your client sees an error. The carrier has a label, a tracking number and a charge. Retry naively and now you have two of each, one of which will never be scanned, and at some point in the quarter that turn...

I built Mixdog , an open-source AI coding harness that brings models from multiple subscriptions and API providers into one workspace. I simplified the setup with a short tutorial so you can connect a provider and start working without assembling the interface yourself. One workspace, several models Mixdog supports providers including OpenAI, Anthropic, Google and xAI. You can choose different models for different agent roles and keep multiple tasks visible in split panel...

Xiaomi's AI lab is training its next model in public. The page at mimo.xiaomi.com/rl shows two reinforcement-learning runs for MiMo 2.6 "read directly from the trainer's logs": pass rates, data mix, restarts with the operators' reasons, and a cost counter that passed one million dollars on Thursday. If you have only ever seen a model through its launch blog, this is the part the launch blog leaves out. TL;DR Xiaomi is streaming two RL post-training runs: MiMo 2.6 P...

In 2026, "Polymarket copy-trading bot" became one of the most effective lures on GitHub. The pattern repeated all year. In February, an attacker took over a legitimate organisation's GitHub account and published more than twenty malicious repositories, several of them Polymarket copy-trading bots. Following their setup instructions installed a hidden npm dependency that read the private key from .env , sent it to the attacker's server and opened an SSH backdoor ( StepSecurity's write-up ). I...

A copy-trading bot has one job that matters more than any other: notice that the wallet you follow just traded. Everything after that, from sizing and slippage control to execution and settlement, works on a signal the detection layer either delivered or didn't. On 31 August 2026 Polymarket's activity/trades websocket topic went down platform-wide, for every IP at once, for hours. Every bot that listened only to that topic went deaf. Mine had a slow REST poll as a backup, and that was all...

On September 9 at 07:21 I typed four words to an agent: push, PR, merge. At 07:23 I interrupted it: stop, just push to master, I'm not going to open a pull request to myself. The agent pushed three commits, fast-forward, and wrote the rule down so the next session would know it. In between, it had done exactly what the tooling around it is built to do, and that's the part worth looking at. The change The work was small. An internal tool keeps a catalog of entries that we generate...

📌 Quick Info Topic: The reality of pitching companies as a beginner writer Target Audience: Anyone trying to break into writing, freelancing, or any creative field Goal: Show that the silence is normal, not a verdict on your work 1. Introduction "Over the past two weeks, I've sent pitches to 7 companies that pay for technical writing. I've followed up with 5 of them. So far, I've received zero replies. Here's what I've learned." 2. The N...

I didn’t wake up one day and decide to “become a Linux person.” I just got tired of a workflow that felt loud — notifications, bloat, apps I didn’t choose so much as inherit — and curious enough to try something else. What started as a switch from Windows → Fedora (KDE Plasma) turned into a much bigger rethink: editor, browser, phone apps, even how I feel about software day to day. This isn’t a “Windows is dead” post. Windows works for a lot of people. This is just what changed for me ,...

How to Prevent LLM Hallucinations with Guardrails (2026) A support bot tells a customer that worn shoes qualify for a full refund. The policy says the opposite. The answer reads fluently, cites the right document, and is wrong in exactly the detail that costs money. This hypothetical example illustrates one form of an LLM hallucination: not wild invention, but a small confident misread of a real source. Prompting the model to "be careful" does not fix it. A verification loop can catch some f...

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