charlie@blog:~/posts $ cat README.md

Dev notes on
Linux, Docker
& backend.

Practical guides from real debugging sessions. No fluff — just the commands, configs, and architecture decisions that actually ship.

Posts
845
Topics
9
AI 前沿 Daily News 前端前線 工程趣聞 平台與維運 後端工坊 產業脈動 資安雷達 資料與儲存
zsh — charlie@arch — 82×24
charlie@arch:~/blog$ cat latest-posts.txt
» 2026-08-1
» 2026-08-1
» 2026-08-1
» 2026-08-1
charlie@arch:~/blog$

All articles

845 total
AI 前沿

2026-08-11 — Meta 釋出本機代理模型 Muse Glimmer,並有蒸餾效率優化與 83 億人格模擬評測基礎設施的研究發布

primary=https://research.meta.ai/blog/introducing-muse-glimmer-open-agentic-model primary=https://huggingface.co/meta-models/Muse-Glimmer-30B primary=https://arxiv.org/abs/2602.06036 primary=https://huggingface.co/blog/MultiverseComputingCAI/efficient-knowledge-distillation primary=https://arxiv.org/abs/2608.03796 primary=https://github.com/CompactifAI/Full-Chunked-KL-Loss primary=https://huggingface.co/papers/2608.04205 primary=https://arxiv.org/abs/2608.04205 primary=https://github.com/MatrAIx-ai/MatrAIx-Persona-8B

1 min Read →
產業脈動

2026-08-11 — MCP 規格轉為無狀態架構、Cloudflare Agents Week 總盤點,以及 Cosmos DB RBAC 403 排查案例

primary=https://developers.googleblog.com/en/scaling-ai-agent-infrastructure-with-the-mcp-stateless-updates/ primary=http://modelcontextprotocol.io/specification/2026-07-28 primary=https://blog.cloudflare.com/mcp-v2/ primary=https://blog.cloudflare.com/agents-week-review-august-2026/ primary=https://devblogs.microsoft.com/cosmosdb/i-enabled-rbac-and-everything-broke-what-did-i-do-wrong/ primary=https://learn.microsoft.com/en-us/azure/cosmos-db/reference-data-plane-security

2 min Read →
平台與維運

2026-08-11 — HAMi 拆分出 HAMi-DRA 對接 Kubernetes 原生資源排程,GitHub Copilot SDK 同步釋出 Java 支援

primary=https://project-hami.io/docs/installation/how-to-use-hami-dra primary=https://github.com/Project-HAMi/HAMi-DRA primary=https://www.cncf.io/blog/2026/08/07/does-kubernetes-dra-replace-hami/ primary=https://github.blog/engineering/using-the-github-copilot-sdk-for-java/ primary=https://github.com/github/copilot-sdk/releases/tag/v1.0.10-preview.0

2 min Read →
後端工坊

2026-08-11 — Rust 開放 RFC 3323 限定語法測試,Django 確定廢除 LTS 改採年度發布週期

primary=https://blog.rust-lang.org/inside-rust/2026/08/10/call-for-testing-impl-and-mut-restrictions/ primary=https://rust-lang.github.io/rfcs/3323-restrictions.html primary=https://github.com/rust-lang/rust/issues/160614 primary=https://www.djangoproject.com/weblog/2026/aug/10/annual-release-cycle/ primary=https://github.com/django/deps/blob/main/accepted/0020-annual-release-cycle.rst primary=https://github.com/django/deps/blob/main/final/0004-release-schedule.rst

1 min Read →
資安雷達

2026-08-10 — Apache Ranger 同批爆三起 RCE、dcrypt 密碼庫 GCM nonce 與 Ed25519 偽造弱點、Perl 正規表示式越界讀寫

primary=https://www.openwall.com/lists/oss-security/2026/08/09/7 primary=https://www.openwall.com/lists/oss-security/2026/08/09/6 primary=https://www.openwall.com/lists/oss-security/2026/08/09/5 primary=https://www.openwall.com/lists/oss-security/2026/08/09/2 primary=https://www.openwall.com/lists/oss-security/2026/08/09/3 primary=https://www.openwall.com/lists/oss-security/2026/08/09/4 primary=https://www.openwall.com/lists/oss-security/2026/08/09/8 primary=https://www.openwall.com/lists/oss-security/2026/08/09/9 primary=https://www.openwall.com/lists/oss-security/2026/08/09/10 primary=https://www.openwall.com/lists/oss-security/2026/08/09/11 primary=https://rustsec.org/advisories/RUSTSEC-2026-0238.html primary=https://rustsec.org/advisories/RUSTSEC-2026-0240.html primary=https://rustsec.org/advisories/RUSTSEC-2026-0239.html primary=https://rustsec.org/advisories/RUSTSEC-2026-0242.html primary=https://rustsec.org/advisories/RUSTSEC-2026-0237.html primary=https://rustsec.org/advisories/RUSTSEC-2026-0241.html primary=https://rustsec.org/advisories/RUSTSEC-2026-0243.html primary=https://rustsec.org/advisories/RUSTSEC-2026-0244.html primary=https://www.openwall.com/lists/oss-security/2026/08/09/12

2 min Read →
工程趣聞

2026-08-09 — DNS 新增 _for-sale TXT 節點讓網域免停站公告求售,同時一篇部落格文章反駁「寫程式從來不是難的部分」的流行說法

primary=https://specification.website/spec/foundations/for-sale-dns/ primary=https://www.rfc-editor.org/rfc/rfc10023.html primary=https://blog.senko.net/code-was-never-the-hard-part-is-an-insult-to-all-programmers primary=https://gruhn.me/blog/2026-08-03/ primary=https://koushikdasika.com/blog/coding-was-never-the-hard-part/ primary=https://joereis.substack.com/p/code-wasnt-the-hard-part-keep-building

1 min Read →
平台與維運

2026-08-09 — Omnistrate 拆解 BYOC 部署光譜的五個層級,UTM 以 Triton 驅動讓 QEMU 虛擬機跑起 DirectX 11 遊戲

primary=https://omnistrate.com/blog/byoc-anywhere-the-spectrum-of-bring-your-own-cloud-deployments primary=https://blog.getutm.app/2026/introducing-triton-directx-11-driver-for-qemu/ primary=https://blog.getutm.app/2026/introducing-neptune-direct3d-virtualization-for-qemu/ primary=https://docs.mesa3d.org/drivers/venus.html primary=https://github.com/anonymix007/kvm-guest-drivers-windows-venus/tree/viogpu3d-venus primary=https://gitlab.freedesktop.org/mesa/mesa/-/tree/main/src/gallium/frontends/d3d10umd primary=https://github.com/VirtualBox/virtualbox/tree/main/src/VBox/Additions/win/Graphics/Video/disp/wddm primary=https://github.com/osy/dxvk primary=https://github.com/utmapp/dxmt primary=https://github.com/utmapp/d3dmetal-native primary=https://github.com/osy/kvm-guest-drivers-windows/releases

2 min Read →
AI 前沿

2026-08-09 NVIDIA/Firebird 在亞美尼亞開出 CIS 最大 AI 工廠、DeepMind WeatherNext 2 颱風預測準度反超一天,以及 Claude Code 上線跨 session 訊息機制

primary=https://blogs.nvidia.com/blog/firebird-ai-factory-armenia-blackwell-rubin-dsx/ primary=https://www.nvidia.com/en-us/data-center/products/dsx/ primary=https://deepmind.google/blog/weathernext-ai-model-achieves-breakthrough-in-forecasting-cyclones/ primary=https://github.com/google-deepmind/weathernext primary=https://www.nature.com/articles/s41586-026-10953-2 primary=https://code.claude.com/docs/en/cross-session-messaging

2 min Read →
工程趣聞

2026-08-08 — OpenJDK 封殺 AI 生成程式碼、Postgres 用 Rust 疊出數百倍分析效能、Cloudflare 用 V8 isolate 打造 AI 專用瀏覽器 Kitesurf

primary=https://openjdk.org/legal/ai primary=https://www.theregister.com/ai-and-ml/2026/08/03/as-larry-ellison-bets-the-farm-oracle-says-it-loves-ai-written-code-just-not-in-openjdk/5281851 primary=https://www.infoq.com/news/2026/06/oracle-genai-policies/ primary=https://malisper.me/how-we-made-postgres-hundreds-of-times-faster-the-query-engine/ primary=https://github.com/malisper/pgrust primary=https://blog.cloudflare.com/kitesurf/

2 min Read →
資安雷達

2026-08-08 — GitPython 六洞齊發、Apache Fory 三記憶體安全漏洞、CodeIgniter4 Query Builder SQL 注入等協同揭露解析

primary=https://github.com/advisories/GHSA-jm78-9fvv-mhgr primary=https://github.com/advisories/GHSA-wvpp-8hx9-p66j primary=https://github.com/advisories/GHSA-hmq2-w58f-27jc primary=https://github.com/advisories/GHSA-4gmw-gg2m-w46p primary=https://github.com/advisories/GHSA-9rj7-rf2p-w77r primary=https://github.com/advisories/GHSA-hh9p-6wh2-4mfc primary=https://www.openwall.com/lists/oss-security/2026/08/07/3 primary=https://www.openwall.com/lists/oss-security/2026/08/07/4 primary=https://www.openwall.com/lists/oss-security/2026/08/07/5 primary=https://github.com/advisories/GHSA-c9w5-rwh3-7pm9 primary=https://github.com/advisories/GHSA-mmj4-63m4-r6h5 primary=https://github.com/advisories/GHSA-hhmc-q9hp-r662 primary=https://github.com/advisories/GHSA-7wmf-pw8j-mc78

3 min Read →
產業脈動

2026-08-08 — Cloudflare 合併 Workers AI 與 AI Gateway 為單一控制平面,並用 MCP Code Mode 打造 Radar Researcher、以滑鼠行為偵測 Precursor 辨識 agent 流量

primary=https://blog.cloudflare.com/workers-ai-gateway-unification/ primary=https://developers.cloudflare.com/ai-gateway/ primary=https://blog.cloudflare.com/introducing-radar-researcher/ primary=https://radar.cloudflare.com/ primary=https://blog.cloudflare.com/good-and-bad-agentic-behaviors/ primary=https://developers.cloudflare.com/bots/concepts/bot/verified-bots/ primary=https://precursor-trace.cloudflare.app/

2 min Read →
資料與儲存

2026-08-08 — Netflix 公開圖譜查詢層如何用非阻塞執行緒撐住 P99 100ms,Autobase 2.10 把 Patroni Failover 搬進 UI

primary=https://netflixtechblog.com/how-and-why-netflix-built-a-real-time-distributed-graph-part-3-querying-the-graph-with-grpc-0f3468349607 primary=https://netflixtechblog.medium.com/how-and-why-netflix-built-a-real-time-distributed-graph-part-2-building-a-scalable-storage-layer-ff4a8dbd3d1f primary=https://www.postgresql.org/about/news/autobase-210-released-3357/ primary=https://github.com/autobase-tech/autobase/releases/tag/2.10.0

1 min Read →