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Auto-aggregated global tech articles · 995 posts

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AI & ML

I Thought the Optimizer Was the Product. I Was Wrong. The Gate Was.

Previously: 9 Bugs That All Looked Like a Working System · I Built an AI That Rewrites Its Own Prompts · The Edit That Fixed 4 Tasks and Broke 1 · I Let an LLM Rewrite Its Own Prompt. The Real Win Was the Gate That Rejected It. · I Tried 4 Models to Save My Self-Improving Agent. All 4 Failed. Agen

DEV Community
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DevOps

Hardening a Linux Server with UFW

Hardening a Linux Server with UFW Introduction # 1.1 "Teaser" overview In this project, I tested how a Linux host-based firewall changes the way a server appears during network reconnaissance. Using Nmap, I scanned a TripleTen play-server before and after enabling UFW. Before the firewall was

DEV Community
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Industry

How to Create a Tor Exit Node

Article URL: https://madpsy.uk/how-to-create-a-tor-exit-node/ Comments URL: https://news.ycombinator.com/item?id=49569702 Points: 10 # Comments: 6

Hacker News
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Frontend

Measuring the Multi-Agent Fork Tax

Every multi-agent architecture makes a bet: that the coordination overhead is cheaper than the context bloat of a monolithic session. Nobody has published the actual cost. Mohammad Fauzel Sadeghizad ran 45 controlled experiments across 20 programming tasks to measure the fork tax: the performance p

Dev.to (EN Zone)
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AI & ML

Gpt 5,6,7: Does it even matter? The (ghost) productivity question. [D]

an observation : GPT-5-class models are genuinely capable(They are) of doing a substantial fraction of knowledge work, why haven’t we seen a noticeable productivity shock in the real economy yet? Is AI actually less economically useful than the benchmarks suggest—or are organizations simply too slow

Reddit r/MachineLearning
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AI & ML

I Threw the Box Away. The Damage Was Already Done.

ShrekOS field notes · August 2026 I have no idea what I'm f*cking doing. Something I learned today: Throwing away a disposable sandbox is a cleanup operation, not a security control. I was building a disposable sandbox for an AI agent to work in. A container I could simply delete when the task fi

Dev.to (EN Zone)