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Backend

I Compared 4 Dungeon Generation Algorithms. One of Them Never Works.

Four algorithms. Same grid. Very different dungeons. I implemented BSP trees, cellular automata, random walk, and room placement, ran each one 20 times on an 80x40 grid, and measured everything: connectivity, open space, path length, speed. The Results Algorithm Open Space Connected

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Open Source

GitHub Copilot weekly releases — August 31

This week, GitHub Copilot expands model choice and content protections, while VS Code adds new ways to manage agent sessions and get pull requests merge-ready. GitHub Copilot, general Claude Fable… The post GitHub Copilot weekly releases — August 31 appeared first on The GitHub Blog.

GitHub Changelog
Open Source

Open Source Contribution

Hello folks, this is my first Dev post. I was searching for some good repos for open source contributions. As i have completed last year Hacktoberfest, i am not newbie but also i haven't contributing since then. So i was searching for some repos which have some good issues not just some code snippet

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AI & ML

Traceroute devlog #6

This week I finally got to watch something run that had existed only as a paragraph in a planning document for months. An automated pipeline that generates a new puzzle on its own schedule, hands it to another AI acting strictly as a reviewer, and only after that review passes does it come to me for

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Frontend

From Software Engineer to AI Engineer - Part 6: Closing the loop

Everything so far has been single-shot. One call in, one result out, with us gluing the pieces together. But what if we get a realistically complex prompt: "Tell me how much it costs to refund 100 euros to a European consumer card. Then issue a full refund of 100 euros for payment with id abc123 and

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Frontend

What is the general design of these new math solving systems? [D]

From what I've seen online so far, the description of these systems is roughly: They asked the model (often Aster) to generate statements in LEAN and then submit those to a LEAN compiler to be checked. Based on the results of attempting the LEAN compilation, they somehow add those statements as fac

Reddit r/MachineLearning
Backend

Express.js-এ Zero-Boilerplate OpenAPI: Zod ও Fluent Routing দিয়ে এন্ড-টু-এন্ড টাইপ-সেফ ডকুমেন্টেশন ইঞ্জিন

কেমন হতো যদি আমরা অত্যন্ত ক্লিন ও ডিক্লারেটিভ উপায়ে রাউট ডেফিনিশনের সাথেই Swagger ডক্স যুক্ত করতে পারতাম? যেখানে রাউটার নিজে থেকেই ভ্যালিডেশন মিডলওয়্যার থেকে সব ইনপুট স্কিমা (Query, Params, Body) রিড করে সম্পূর্ণ ভ্যালিড OpenAPI ডকুমেন্টেশন স্বয়ংক্রিয়ভাবে জেনারেট করে দেবে! এই আর্কিটেকচারাল প্যাটার্

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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

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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

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