検索の5年前と、今と、これから考えること
Earning taste and judgment
Taste used to be a byproduct of the reps. Agents took the reps. So if you're junior you now have to go get the taste and judgment on purpose. A builder's loo...
Google Cloud Run sandboxes are in public preview | Google Cloud Blog
Today, at WeAreDevelopers World Congress, we are announcing Google Cloud Run sandboxes in public preview. Cloud Run sandboxes are a native, secure, and ultra-fast runtime environment built specifically for executing untrusted code and agent workloads, starting in milliseconds.
Taste Over Tooling: Craftsmanship in the Post-Execution Era
As AI agents commoditize the execution of code, the leverage moves to the two things a machine can’t do for you: deciding what belongs on…
リーズニングモデルは思考過程を完全には統制できないが、それは悪いことではない
OpenAI は CoT-Control を公開し、リーズニングモデルが思考の連鎖を制御するのに苦戦していることを示しました。これにより、モニタリング性が AI 安全性のセーフガードとして有効であることが裏付けられます。
DSLs Enable Reliable Use of LLMs
Why Domain-Specific Languages and good abstractions make LLM code generation reliable and reviewable.
Query logs and traces with SQL in Observability Analytics | Google Cloud Blog
Observability Analytics, formerly Log Analytics, lets you query logs and traces with SQL, and manage buckets programmatically with its API.
自作 macOS IME Akaza がスリープ復帰後に死ぬ問題を数週間追いかけたら、犯人は IME じゃなかった - tokuhirom's blog
僕は macOS 用の日本語 IME を自作していて([mac-akaza]( IME には長らく悩まされてきたバグがある。**macOS をスリープから復帰させると、しばらくして日本語変換が一切効かなくなる**というもの。
これがまた嫌らしい壊れ方をするんだよね。
- IME のプロセスは生きている
- 変換エンジン(Rust 製の akaza-server)も応答する
- エラーログは一切
Lakebed
Let the agents build. Get out of their way.
injaneity/pi-computer-use: Let Pi control your apps on MacOS & Windows
Let Pi control your apps on MacOS & Windows. Contribute to injaneity/pi-computer-use development by creating an account on GitHub.
haydenbleasel/blume: World-class docs for everything you ship. Fast, AI-ready, and zero-config.
World-class docs for everything you ship. Fast, AI-ready, and zero-config. - haydenbleasel/blume
Blume — fast, AI-ready, markdown-first docs
Open-source, markdown-first documentation powered by Astro and Vite.
h4ckf0r0day/obscura: The headless browser for AI agents and web scraping
The headless browser for AI agents and web scraping - h4ckf0r0day/obscura
Obscura · Give every agent its own browser
Obscura is an open source, headless browser engine for AI agents and web scraping. Spin up a clean, isolated session in milliseconds.
pkgforge/soar: A fast, modern package manager for Static Binaries, Portable Formats (AppImage|AppBundle|FlatImage|Runimage) & More [maintainer=@QaidVoid]
A fast, modern package manager for Static Binaries, Portable Formats (AppImage|AppBundle|FlatImage|Runimage) & More [maintainer=@QaidVoid] - pkgforge/soar
Otty — A native, beautiful terminal app
Otty is a blazing-fast, GPU-accelerated terminal emulator.
クロスドメイン ログインをデフラグする | web.dev
アーキテクチャ標準とソリューション(メタデータ、クロスオリジン iframe、ID 連携、サブドメイン統合など)を使用して、クロスドメイン ID の断片化を解決し、シームレスなユーザー ジャーニーを実現する方法について説明します。
What is “loop engineering?”
There’s talk about loop engineering, but what is it exactly? I looked into it, and found triggers, cron jobs, AI slop & more. Is it a “here today, gone tomorrow” trend?
514-labs/dnsglobe: Global DNS propagation checker TUI — watch a DNS record propagate across 34 public resolvers worldwide, on a world map in your terminal
Global DNS propagation checker TUI — watch a DNS record propagate across 34 public resolvers worldwide, on a world map in your terminal - 514-labs/dnsglobe
Dependencies should be fetched directly from VCS
graphwork/wg: WorksGood: work coordination graph for humans and AI agents
WorksGood: work coordination graph for humans and AI agents - graphwork/wg
wg — task graphs for humans and agents
Works good. Task graphs for humans and agents. Self-organizing, git-friendly, no server, no account.
mise + age で環境変数を暗号化する
mise が experimental で持っている age 暗号化機能で環境変数を扱ってみた話。実運用では x25519 の鍵ファイルより SSH 公開鍵を recipient にしたほうが楽。
Valkyrie00/bold-brew: Bold Brew (bbrew) - A Homebrew TUI Manager
Bold Brew (bbrew) - A Homebrew TUI Manager. Contribute to Valkyrie00/bold-brew development by creating an account on GitHub.
kageroumado/adrafinil: Keep your Mac awake only while AI coding agents are working
Keep your Mac awake only while AI coding agents are working - kageroumado/adrafinil
bscan/PerlNavigator: Perl Language Server that includes syntax checking, perl critic, and code navigation
Perl Language Server that includes syntax checking, perl critic, and code navigation - bscan/PerlNavigator
pvolok/dekit: Run multiple commands in parallel
Run multiple commands in parallel. Contribute to pvolok/dekit development by creating an account on GitHub.
mozilla-ai/otari: Open-source, OpenAI-compatible LLM gateway you run yourself. One endpoint for 40+ providers, with virtual keys, budgets, and usage tracking.
Open-source, OpenAI-compatible LLM gateway you run yourself. One endpoint for 40+ providers, with virtual keys, budgets, and usage tracking. - mozilla-ai/otari
Otari: Own Your AI Stack | AI Gateway & Hosted Platform
Otari is an open-source LLM gateway built on any-llm. Otari.ai adds hosted routing, observability, budgets, and team management. Built by Mozilla.ai.
A global workspace in language models \ Anthropic
Interpretability research on Claude's internal thoughts
