工程趣聞 ★ Latest
2026-09-09 — Ladybird 8 月進度全面轉向 Rust、滑板車韌體逆向重寫、Bitap 位元比對演算法拆解
primary=https://ladybird.org/newsletter/2026-08-31/ primary=https://bensimms.moe/reverse-engineering-scooter/ primary=https://jo3-l.dev/posts/bitap/
2 min read Read →
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Dev notes on
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Practical guides from real debugging sessions. No fluff — just the commands, configs, and architecture decisions that actually ship.
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1059 total2026-08-04 — AirLLM 用分層卸載跑 70B 模型、Rust 提案 Move/Forget trait、拿掉一個 if 讓 filter 快 4 倍
primary=https://github.com/lyogavin/airllm primary=https://github.com/rust-lang/rust-project-goals/blob/main/src/2026/move-trait.md primary=https://www.greyblake.com/blog/branchless-rust/
2 min Read →
2026-08-04 — python-cryptography 的 Bleichenbacher oracle、Apache NiFi 四則 Parameter Context 授權破口、undici 重試攔截器回應失步同日齊發
primary=https://github.com/advisories/GHSA-m2h6-j472-rp4c primary=https://github.com/advisories/GHSA-jwv3-5hgf-82ww primary=https://github.com/advisories/GHSA-g6cj-pr64-35w5 primary=https://www.openwall.com/lists/oss-security/2026/08/03/13 primary=https://www.openwall.com/lists/oss-security/2026/08/03/12 primary=https://www.openwall.com/lists/oss-security/2026/08/03/11 primary=https://www.openwall.com/lists/oss-security/2026/08/03/10 primary=https://github.com/advisories/GHSA-m8rv-5g2x-5cg5 primary=https://github.com/advisories/GHSA-jr45-8vmc-qm54 primary=https://github.com/advisories/GHSA-v3r7-h72x-cjcm primary=https://github.com/advisories/GHSA-8xcm-r25x-g524 primary=https://github.com/advisories/GHSA-4cwx-7wf7-3272
3 min Read →
2026-08-04 — Meta 廣告基礎模型訓練效率翻倍、Cloudflare 量化服務 Kimi/GLM、Google 揭露 Session-Aware 負載平衡
primary=https://engineering.fb.com/2026/08/03/ml-applications/training-gem-at-llm-scale-meta-ads-recommendation-foundation-model/ primary=https://blog.cloudflare.com/smaller-faster-safer-models/ primary=https://developers.googleblog.com/en/scaling-real-time-ai-agents-with-session-aware-load-balancing/
2 min Read →
2026-08-04 — Gateway API TCPRoute/UDPRoute 轉正、Cortex 完成 OSTIF 資安稽核、Docker AI Governance 稽核日誌接軌 SIEM
primary=https://kubernetes.io/blog/2026/08/03/gateway-api-v1-6-release/ primary=https://www.cncf.io/blog/2026/08/03/cortex-completes-ostif-security-audit/ primary=https://www.docker.com/blog/docker-ai-governance-audit-logs-now-where-your-security-team-already-works/
2 min Read →
2026-08-04 — ClickHouse 找來 Andy Pavlo 領軍新研究部門並開放 110 系統效能沙盒，PlanetScale 用分片平行化大幅縮短 Postgres 備份時間
primary=https://clickhouse.com/blog/andy-pavlo-founding-clickhouse-labs primary=https://clickhouse.com/blog/andy-pavlo-joins-clickhouse primary=https://clickhouse.com/blog/clickbench-playground primary=https://planetscale.com/blog/massively-parallel-postgres-backups
1 min Read →
2026-08-04 — LLM反思真相、觸覺機器人手感學習與跨架構KV Cache共享:三則AI研究前沿
primary=https://arxiv.org/abs/2607.28908 primary=https://arxiv.org/abs/2607.23782 primary=https://arxiv.org/abs/2607.28979
1 min Read →
2026-08-04 — OpenJDK 免算 GCD 的旋轉演算法、FUSE io_uring 緩衝區之爭與 Linux 7.2-rc6 巨量更新
primary=https://isocpp.org/blog/2026/08/avoiding-having-to-calculate-the-gcd-when-doing-cycle-decomposition-raymond primary=https://devblogs.microsoft.com/oldnewthing/20260605-00/?p=112389 primary=https://lwn.net/Articles/1085618/ primary=https://lore.gnuweeb.org/io-uring/f41cd03f-52a8-40e3-b226-e1d8867d2264@fastmail.fm/ primary=https://lwn.net/Articles/1086727/
2 min Read →
2026-08-04 — Node.js 同日發布 26.6.0 與 24.19.0，涵蓋 FFI 事件迴圈存取、TLS 憑證壓縮與多項加密修補
primary=https://nodejs.org/en/blog/release/v26.6.0 primary=https://nodejs.org/en/blog/release/v24.19.0
1 min Read →
📡 科技日報 — 2026-08-04
🚨 今日科技重點 歐盟 AI 生成內容強制標示規定今日(8/…
1 min Read →
2026-08-03 — 開源政策工具 Bor v0.8.0、NetBSD 11.0 首個穩定版 RISC-V,以及 Karpathy 重新定義鵜鶘騎腳踏車測試
primary=https://getbor.dev/blog/2026-08-02-bor-v080-release/ primary=https://blog.netbsd.org/tnf/entry/netbsd_11_0_released primary=https://www.netbsd.org/releases/formal-11/NetBSD-11.0.html primary=https://x.com/karpathy/status/2083749667410727319 primary=https://simonwillison.net/2024/Oct/25/pelicans-on-a-bicycle/ primary=https://news.ycombinator.com/item?id=49140998
2 min Read →
2026-08-03 — Nostr 生態系一日 8 份 RustSec 公告、iwd 802.11k 堆疊溢位待修、GNOME 揭露期砍到 30 天
primary=https://rustsec.org/advisories/RUSTSEC-2026-0225.html primary=https://rustsec.org/advisories/RUSTSEC-2026-0226.html primary=https://rustsec.org/advisories/RUSTSEC-2026-0227.html primary=https://rustsec.org/advisories/RUSTSEC-2026-0228.html primary=https://rustsec.org/advisories/RUSTSEC-2026-0229.html primary=https://rustsec.org/advisories/RUSTSEC-2026-0230.html primary=https://rustsec.org/advisories/RUSTSEC-2026-0231.html primary=https://rustsec.org/advisories/RUSTSEC-2026-0232.html primary=https://www.openwall.com/lists/oss-security/2026/08/02/2 primary=https://www.openwall.com/lists/oss-security/2026/08/02/3
2 min Read →
📡 科技日報 — 2026-08-03
今日無高影響科技更新
1 min Read →
2026-08-02 — Linux 上了 ESP32-S31、ripgrep 的 musl segfault 竟是核心 TLB bug、Arch 資深維護者請辭
primary=https://github.com/GrieferPig/esp32-s31-linux primary=https://github.com/BurntSushi/ripgrep/issues/3494 primary=https://git.kernel.org/pub/scm/linux/kernel/git/torvalds/linux.git/commit/?id=4c640eb4181cf8de74c8b9e7c9cf16bf8d26b73e primary=https://linderud.dev/blog/resigning-from-arch-linux/
2 min Read →
2026-08-02 — Rails Active Storage 現 9.5 分嚴重漏洞 CVE-2026-66066、蘋果螢幕分享驗證判斷寫反可預先認證入侵、TruffleHog 掃 7.6PB 訓練資料揪出 22 萬組活躍憑證
primary=https://github.com/rails/rails/security/advisories/GHSA-xr9x-r78c-5hrm primary=https://oss-security.openwall.org/mailing-lists/oss-security/2026/08/01/6 primary=https://warez.sl0p.foo/apple-screensharing-rce/ primary=https://support.apple.com/en-us/128067 primary=https://trufflesecurity.com/blog/scanning-7-6-petabytes-of-ai-training-data-for-secrets
1 min Read →
2026-08-02 — ByteDance Seedance 2.5 一鏡到底影片生成、微軟 Flint 圖表語言與 K 選一訓練法 Explorative Modeling 同日登場
primary=https://seed.bytedance.com/en/blog/one-take-creation-flexible-referencing-introducing-seedance-2-5 primary=https://seed.bytedance.com/seedance2_5 primary=https://microsoft.github.io/flint-chart/ primary=https://github.com/microsoft/flint-chart primary=https://alexiglad.github.io/blog/2026/explorative_modeling/ primary=https://github.com/alexiglad/XM primary=https://arxiv.org/abs/2607.27372
1 min Read →
2026-08-02 — Lean 核心健全性漏洞事後剖析、冪等金鑰四十年源流回溯,以及暫存器稀缺下 spill 效能實測的三則後端硬核觀察
primary=https://leodemoura.github.io/blog/2026-8-1-postmortem-for-kernel-soundness-bug-14576/ primary=https://github.com/leanprover/lean4/issues/14576 primary=https://hatchet.run/blog/first-idempotency-key primary=https://web.eecs.umich.edu/~mosharaf/Readings/RPC.pdf primary=https://datatracker.ietf.org/doc/html/draft-ietf-httpapi-idempotency-key-header-04 primary=https://rjp.io/blog/2026-07-19-register-deprivation primary=https://github.com/rjpower/spillbench
1 min Read →
📡 科技日報 — 2026-08-02
🚨 今日科技重點 Coldcard 硬體錢包漏洞釀成 41 …
1 min Read →
2026-08-01 — Rust 編譯器月報、Unix daemon 雙 fork 技巧與 DRAM RowHammer 新論文
primary=https://nnethercote.github.io/2026/07/31/how-to-speed-up-the-rust-compiler-in-july-2026.html primary=https://bower.sh/what-the-double-fork primary=https://arxiv.org/abs/2607.28233
2 min Read →
2026-08-01 — cJSON 33 未修漏洞、sigstore-go 時間窗漏洞與 wasmtime 跨引擎型別混淆
primary=https://www.openwall.com/lists/oss-security/2026/07/31/8 primary=https://github.com/advisories/GHSA-wqqc-jjcq-vfxm primary=https://rustsec.org/advisories/RUSTSEC-2026-0222.html
2 min Read →
2026-08-01 — Cloudflare 開放 MoQ Relay API、Microsoft Agent Harness 釋出、Google Agent 評測功能 GA
primary=https://blog.cloudflare.com/moq-relays/ primary=https://devblogs.microsoft.com/agent-framework/the-microsoft-agent-framework-harness-is-now-released/ primary=https://developers.googleblog.com/en/agent-and-model-evaluations-in-gemini-enterprise-agent-platform-are-now-ga/
2 min Read →
2026-08-01 — Kubernetes v1.37 前瞻、GitHub 大小寫比對加速術與 Docker OIDC 登入更新
primary=https://kubernetes.io/blog/2026/07/31/kubernetes-v1-37-sneak-peek/ primary=https://github.blog/engineering/architecture-optimization/dont-stop-early-case-folding-source-code-at-memory-speed/ primary=https://www.docker.com/blog/docker-oidc-connections-for-github-actions-available-for-docker-orgs/
1 min Read →
2026-08-01 — DuckDB 非同步 I/O 大幅提速、clickhousectl v0.4.0 支援水平擴展、PostgreSQL 公告 plRuby
primary=https://duckdb.org/2026/07/31/asynchronous-io.html primary=https://clickhouse.com/blog/clickhousectl-v0-4-0 primary=https://www.postgresql.org/about/news/plruby-3349/
2 min Read →
2026-08-01 — BPF 函式庫生態未明、Servo 0.4.0 大幅推進、Arch Linux 緊急關閉 AUR 套件領養
primary=https://lwn.net/Articles/1084869/ primary=https://servo.org/blog/2026/07/31/june-in-servo/ primary=https://lists.archlinux.org/archives/list/aur-general@lists.archlinux.org/message/DRDEU3JUSC72CB265XHXPFA3DFSLXPBP/
2 min Read →
2026-08-01 — 實機 GUI 代理、多語言檢索模型與自動化 ML 工程三則前沿解讀
primary=https://huggingface.co/papers/2607.28227 primary=https://huggingface.co/blog/lightonai/mdenseon-mlateon primary=https://arxiv.org/abs/2607.27178 primary=https://huggingface.co/papers/2607.28568
1 min Read →