[태그:] Developer Tools
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Rewind VM uses Nix to debug race conditions deterministically
Rewind VM pairs a deterministic virtual machine with Nix to reproduce and debug race conditions, reusing Nix’s dependency tracking instead of rebuilding it.
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Build Your Own Decision Model: Single-Pass LLM Inference
A developer’s guide to building constrained “decision models” that answer multiple-choice questions in one LLM pass, plus how to calibrate their confidence.
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Cloudflare Acquires Deno to Reshape Server-Side JavaScript
Cloudflare has acquired the Deno team, ending standalone development of the Deno runtime and Deno Deploy in favor of a unified Workers-based platform.
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REA Lets AI Coding Agents Reverse Engineer Software
REA is a new toolkit that lets AI coding agents inspect binaries and live apps, explaining and rebuilding how software features actually work.
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DeepSeek 4.1 Flash Quietly Matches Frontier AI at a Fraction of Cost
DeepSeek 4.1 Flash reportedly matches Claude Opus-level coding performance while costing far less, thanks to a massive KV cache reduction.
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GPT-6 Comes to ChatGPT With Interactive “Intelligent UI”
OpenAI rolls out GPT-6 to all ChatGPT users with Intelligent UI, a system that turns answers into interactive diagrams, tools, and apps.
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Claude Haiku 5.5: Anthropic’s Fastest, Cheapest Small Model Yet
Anthropic launches Claude Haiku 5.5, a faster and cheaper small AI model built for high-volume tasks, subagent workflows, and agentic coding pipelines.
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OpenAI Launches Decisions API in Public Beta for Fast Structured Answers
OpenAI’s new Decisions API returns fast, typed answers like probabilities, choices, and scores for classifying and routing content in apps.
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Self-Hosted HTTP Tunnels Using Only SSH and Nginx
A developer shows how to build self-hosted HTTP tunnels using plain OpenSSH and nginx, avoiding ngrok and special tunnel clients.
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Strata Runs the 125B Qwen3.8-Flash-Next Model on a Gaming PC
Strata is a free, open-source tool that runs the 125-billion-parameter Qwen3.8-Flash-Next AI model on consumer GPUs like the RTX 4090, no server required.