Koji Hayashida

某株式会社の社長| AI関連に夢中💥

[How To Prompt @HowToPrompt__]

The entire RAG industry is about to get cooked by… mp4 files!

it's called Memvid and it packages your entire agent memory, data, embeddings, search index, metadata, into a mp4 files.. no database needed. no server. no .wal, .lock, or sidecar files. ever.

It replaces Pinecone, Weaviate, ChromaDB, and every vector database on the marke

Here's what it does:

→ +35% better than SOTA on long-term memory benchmarks
→ +76% better multi-hop reasoning
→ 1,372× faster than standard RAG pipelines
→ 0.025ms latency (yes, microseconds)
→ Rewinds, replays, and branches memory like git
→ Works completely offline
→ Ships in Python, Node, Rust, and CLI

memory is append-only, like git for your agent's brain. you can rewind, replay, or branch any past state. time-travel debug what your agent knew, when, and why.

works offline. model-agnostic. SDKs for Python, Node, Rust + a CLI.

15.7k stars. 100% open source.

[Wayen @wayen_ai]

AI 视频生成领域，这个开源项目把“写提示词”升级成了“导戏”。

Seedance 2.0 Skill OS 不是一个简单的提示词模板，而是一套完整的影视级工作流。镜头、运镜、节奏、分镜、场景、动作、风格全拆解好了，你可以像一个导演一样去指挥模型，而不是堆砌形容词。

它内置了 33 种不同题材的完整推导案例，还支持中文、英文、日文等多语言提示词。无论你想做产品广告、音乐视频，还是长故事序列，都能找到对应的生产流程。

对于已经玩腻了随便写两句 AI 视频、想真正系统化产出内容的创作者来说，这个 Skill OS 相当于一本可以直接照着执行的导演手册。

🔗 GitHub: https://t.co/lHUif6ZFGF

[PrismML @PrismML]

Today, we’re announcing Bonsai 27B: the first 27B-class model to run on a phone.

Bonsai 27B is the new multimodal flagship of the Bonsai family. Based on Qwen3.6 27B, it brings a new capability tier to local AI: multi-step reasoning, structured tool use, long-context workflows, and coherent agentic loops.

Until now, models in this class have been impractical to deploy locally. A 27B model occupies roughly 54 GB in 16-bit precision, and even a strong 4-bit build is around 18GB - too large for a phone and for most laptops.
Bonsai 27B changes that.

It comes in two variants:
• Ternary Bonsai 27B: 5.9 GB, 1.71 effective bits per weight, optimized for laptop-class quality.
• 1-bit Bonsai 27B: 3.9 GB, 1.125 effective bits per weight, optimized for phone-class footprint.

Everything is open-sourced today under the Apache 2.0 license.

[Claude @claudeai]

We're extending Claude Fable 5 access on all paid plans, as well as keeping Claude Code’s weekly rate limits 50% higher, through July 19.

[OpenAI @OpenAI]

Meet Hiroki (@tomiyasu16).

A broccoli farmer running his farm with GPT-5.6.

[Delba @delba_oliveira]

Smol tip: /𝚌𝚍 moves your running Claude Code session to another directory without restarting.

Your conversation and context come with you, and Claude picks up the new project's CLAUDE.md.

[Koji Hayashida @apppman]

Claude Fable 5の使い方

① いきなり作らせない。まず会話を重ねて方針を固める
② 長時間タスクにこそ強い。コードベース丸ごと任せる
③ テストを書かせて、モデルの進化を測れるようにする
④ 積み上げたスキルやプロンプトを外す。素で任せた方が実力が出る

[Magnific @magnific]

Seedance 2.0 Mini is UNLIMITED on Magnific

A faster, lighter model for turning image, video, and audio references into cinematic clips

New users on Premium+, Pro, or Business Annual get unlimited generations until July 23, up to 720p resolution

Go cinematic!

[Ideogram @ideogram_ai]

Introducing Ideogram 4.0: the best open image model in the world.

Think it. Make it. Own it.

Download the weights, fine-tune on your own data, and run it on your hardware. Live on every Ideogram plan and the API today.

[Solt Wagner @soltwagner]

My new macOS app just launched 🎉🥳

Here’s your new favorite macOS app: https://t.co/NtZBcmqkBk

Clipboard history + manager app 👇

For sure: local, private, offline, no subscription.

[いいづかやまと @yamatoiizuka]

Inter と Noto Sans JP の混植書体、Gen Interface JP を公開しました。

本文の美しさ・読みやすさのために、和文を緻密に調整した UI 向けのフォントです。OFL ライセンスとして無償で使用できるので、ぜひ使ってみてね
https://t.co/iDEihpwPsC

[Ihtesham Ali @ihtesham2005]

Apple built AirDrop.

Then locked the best version of it inside their ecosystem.

So a developer on GitHub said:

“What if every phone, laptop, and OS could send files like AirDrop for free and also locally?”

Its called LocalSend.

You can share files with no account, no cloud, no subscription, and no company sitting in the middle.

This is what Tien Do Nam built for us.

Just device to device file sharing over your local network.

Works on Windows, macOS, Linux, Android, and iOS.

The billion-dollar version is locked.

The open-source version is free:

https://t.co/tLWCOFNYo9

https://t.co/fLeB5Q4SF2

[Firebase @Firebase]

Firestore Enterprise edition brings native support for full-text search, geoqueries, document joins via subqueries, and more 🌐

Learn how you can get started with these highly-requested capabilities: https://t.co/qYXaTpUfjc

[Mohammad @mohamadamy_]

Discovery hypebeen hunting for a clean way to run claude code on windows for weeks
just found Caudex Terminal and holy… it's buttery smooth
shoutout @apppman

[Koji Hayashida @apppman]

リモートアクセスをリリースしました🚀

https://t.co/JbpmEJJl8m

[Koji Hayashida @apppman]

https://t.co/SYn3A1S5nc

[Koji Hayashida @apppman]

動画編集スキルyoutube-shorts-creatorを作ったから見てほしい

1. YoutubeのURLからヒートマップ
取得

2. SRTファイル作成(字幕とタイムコード)

3. シナリオ作成

4. Remotionに展開、確認

5. レンダリング

5分ほどで完了

これ作り込んだら本当自動化できそうですね、
しかもスキル化しとくと誰でもできるていうのがいい

需要あるなら記事にします

[Koji Hayashida @apppman]

外出先から操作出来る機能がつきます🔥

[Koji Hayashida @apppman]

macOS Window Vibrancy support🚀