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Tools2026-07-29 · source-backed
Astral shipped it July 28. New projects declare a build system and are packaged by default via uv_build, source moves under src/, console scripts get generated, and pyproject.toml gains an authors list. Source distributions must be .tar.gz per PEP 625. Wheel compression is limited to stored, DEFLATE, or zstd. Pre-release resolution defaults to if-necessary, matching pip. Security hardening blocks wheels that would overwrite a Python interpreter including case variants like Python.exe, rejects MD5-only hashes under --require-hashes, and makes an empty or invalid SSL_CERT_FILE/SSL_CERT_DIR fail HTTPS rather than silently falling back. Check your templates before upgrading.
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Astral shipped 0.12.0 on July 28 with breaking changes that will silently alter new-project scaffolding: uv init example now generates a packaged src/example layout with uv_build declared as build system, so applications can be installed as dependencies and run as commands, wi...
Astral shipped it July 23 and it hit 251 points and 152 comments on HN (Astral). The default jump surfaces syntax errors and runtime-failure classes previously hidden behind opt-in config. Also new: formatting Python inside Markdown fenced blocks (python/py/python3/py3/pyi/pyc...
I check Product Hunt maybe once a week and usually regret it. Today's board is worth reading as market structure. The July 30 leaderboard: SKI at 277 upvotes (free voice input for Claude Code and Codex). AI Search Console at 249 (prompt analytics and citation mapping). Memmy A...
1. Deploy Nemotron 3 Super for Agentic Reasoning (ml-ops, advanced) — 120B MoE activating only 12B params. vLLM with --reasoning-parser nemotron_v3. NVIDIA Blog 2. Build Multimodal RAG with Gemini Embedding 2 (ml-ops, intermediate) — Text, images, video, audio in one 3072-dim...
openai/codex-security landed July 28 as a CLI and TypeScript SDK for finding, validating, and fixing vulnerabilities, hitting 590 points on Hacker News and 5.7k stars with 377 forks. It uses project-level context to judge whether a flagged pattern is actually exploitable, whic...
Two thirds. Not two thirds of a contrived jailbreak set. Two thirds of realistic malicious issue requests, against the exact three tools most of the people reading this run daily. Ankur Singh, Jinqiu Yang, and Tse-Hsun Chen built IssueTrojanBench across four attack categories...
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