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One style guide for everything Claude Code writes
A detailed walkthrough of forking the nbj‑write‑clearly Claude Code skill to enforce the Google Developer Documentation style guide across all developer‑facing prose (docs, comments, commit messages, review feedback). The fork expands the trigger set, vendors the 70‑page guide offline via a Bun sync script, and adds a layered approach (global CLAUDE.md rules, on‑demand skill, per‑agent preloaded…
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The article walks through two straightforward ways to export a Google Sheet as an Excel .xlsx file—directly from Sheets or via Drive download—and lists common conversion pitfalls. It also notes Zapier can automate the sync.
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Firefox’s Smart Window adds three new AI‑assisted features: inline answers with source links via Exa, automatic tab grouping with duplicate removal, and visual history previews. The beta is now rolling out to France, with privacy‑first controls remaining optional.
Mozilla Automation Teammozilla.org4 minreleaseHN2ProgramDistill: From Interactive Web Apps to Verifiable Reference-Guided SWE Tasks
ProgramDistill is a new benchmark that automatically extracts 1,975 replay‑verified feature behaviors from 26 real web apps, builds 4,063 coding‑agent tasks, and measures how well state‑of‑the‑art agents (e.g., GPT‑6 Astra, Claude Opus 5) can reconstruct full or partial applications, revealing steep drops in success as restoration depth grows.
Hugging Face Daily Papersarxiv.org1 minpaperSecuring AI Pull Requests: Building a Deterministic AST Audit Harness in GitHub Actions
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SitePointsitepoint.com19 minwebaudio fingerprinting on alibaba
Firefox made WebAudio output deterministic in v118, collapsing most variance to three CPU‑dependent buckets (x86 without FMA, x86/x64 with FMA, ARM NEON). Telemetry shows 99.24% of users fall into these buckets; a long tail of 23 distinct values affects <0.1% of users. Ongoing bugs aim to merge the remaining buckets. Alibaba’s fingerprint script was extracted (two SHA‑256 hashes) and shown to be…
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