fov

[Tom Dörr @tom_doerr]

Encodes senior engineer workflows for AI coding agents

https://t.co/TSfcQpb6LV

[Tom Dörr @tom_doerr]

Open-source VPS control panel with native AI agent support

https://t.co/XfFoLWvqTi

[オープンソース研究所 @opensourcelab9]

【海外で話題】
NVIDIAが「めちゃくちゃ軽いのに高解像度な画像生成AI」をオープンソースで公開👀
その名も SANA。

何がすごいかというと👇
・少ない計算で高解像度の画像を生成できる
・画像だけでなく動画生成(SANA-Video)まで一式入り
・学習も推論もまるごと公開

「重くて手元で動かせない」を覆す軽量設計。
画像生成をローカルで回したい人は要チェックです。

https://t.co/DayeWbYywG

[オープンソース研究所 @opensourcelab9]

【衝撃】
AIに「Chromeブラウザを丸ごと操作・点検させる」公式ツールが出ました🔥

Google(Chrome開発チーム)公式です。

何ができるかというと👇
・AIが本物のChromeを開いて操作・検査できる
・表示崩れ・遅い原因・バグを自分で調べる
・Claude/Cursor/Copilot/Antigravityから使える

「AIにサイト作って」の次は「AIにサイトを直接デバッグさせる」。
Web開発の手数が一気に減ります。

https://t.co/Ki9UGdjdEN

[divyansh tiwari @DivyanshT91162]

Andrej Karpathy’s “LLM Wiki” vision just escaped the whiteboard and turned into a real desktop app.

Meet Tolaria.

A native knowledge workspace where humans + AI agents work together inside plain markdown files.

No cloud lock-in.
No weird proprietary format.
No accounts.
Just files you actually own.

But the craziest part is how it was built:

→ 100,000+ lines of code
→ Tauri + React + Rust stack
→ 3,000+ tests with 85% coverage
→ 70+ architecture decision records
→ 9.9/10 code health score

And every vault is a Git repo with built-in visual history.

It even ships with an MCP server out of the box, so Claude Code can directly read + edit your knowledge base like it’s a second brain.

This feels less like “note-taking software” and more like the blueprint for AI-native operating systems.

Open source. Free forever.

Insane work by Luca Rossi.

Repo👇

[Jouhatsu | AI Influence Operator @Jouhatsu_ai]

Chez Spotify, 96 % des ingénieurs codent désormais avec Claude Code.

La fréquence des PR a explosé de +60 % et ils réalisent 4 500 déploiements par jour.

Niklas Gustavsson, Chief Architect de Spotify, vient d'expliquer exactement comment ils ont fait ça, lors d'une intervention de 27 minutes sur la scène d'Anthropic:

Gardez-la précieusement en Signet 🔖

« Plus de 99 % de nos ingénieurs utilisent des outils de codage basés sur l'IA. L'adoption a décollé après la sortie d'Opus 4.5. »

Ça vaut plus que tous les cours à 600 $ que t'as failli acheter.

( Il n'y a pas encore de transcription officielle qui existe pour cette vidéo, elle a été transcrite par moi.)

[Erick @ErickSky]

El futuro de la agentic AI ya no es texto… es un centro de mando.

Ya no más terminales caóticas, logs infinitos ni tener que adivinar qué está haciendo cada agente.

[Hermes War Room] es el dashboard visual definitivo para orquestar tu flota de agentes Hermes:

- Chat directo con el orquestador
- Kanban en tiempo real (Todo → Ready → Running → Blocked)
- Sala de Operativos con avatares, callsigns y burbujas de pensamiento
- Flechas animadas de delegación entre agentes
- Contrata, reentrena o despide agentes al instante

Todo en vivo.
Todo estratégico.
Todo cinematográfico.

REPOOO👇

[Erick @ErickSky]

TENCENT ACABA DE DROPEAR LA BOMBA para todos los que hacen AI Agents:

Un sandbox que:

- Arranca en menos de 60 ms (hasta 50x más rápido)
- Usa solo 5 MB de RAM por instancia
- Puedes correr +2.000 sandboxes en un solo servidor
- Seguridad de verdad (microVMs con KVM + RustVMM)
- y 100% compatible con E2B SDK.

Self-hosted, open-source y GRATIS.

REPOOO👇

[鸟哥 | 蓝鸟会🕊️ @NFTCPS]

Hermes Agent 生态要炸了，这波进化速度把我整不会了！

刚从官方生态地图 Hermes Atlas 扒出来几个真·硬货，每一个单拎出来都是一个方向——

1️⃣ hermes-agent-camel
内置 CaMeL 信任边界，Agent 自主跑任务不再翻车。生产环境终于敢上了！之前多少人卡在这步，现在直接破防。
https://t.co/eXWkv4zZpM

2️⃣ hermes-alpha
云部署模板加托管基础设施，一键把 Hermes 扔上云。部署门槛直接归零，这是专门为懒人造的，我说的。
https://t.co/Ut3kMzDjQe

3️⃣ hermes-skill-factory
这个我看了好几遍——Meta-skill 插件，Agent 跑完任务自动生成新 skill。翻译一下就是"Hermes 自己给自己造武器"。这玩意儿正常吗？？
https://t.co/giG0ZUqxtw

4️⃣ maestro
长运行强化框架，结构化记忆加 plan-approve-execute 流程。Hermes 从此能打持久战，不再是短跑选手了。
https://t.co/rNlfAOCLTi

5️⃣ icarus-plugin
自记忆加自动训练接班人插件。Agent 边干活边带徒弟，退休计划已经安排好了，我是没想到这一天来得这么快😂
https://t.co/ARt3rd96VN

这五个项目有个共同点：全用 Hermes 底层循环当 DNA，然后社区往上堆安全、部署、自动造 skill、长时记忆这些模块。

6 周，就 6 周，生态直接爆了。

这速度说实话有点吓人，你还在观望的话，可能真的要踏空了。

[0xMarioNawfal @RoundtableSpace]

THIS GUY JUST DROPPED A 16 MIN TUTORIAL ON USING GEMINI 3.1 + SEEDANCE 2.0 TO BUILD CINEMATIC $10K WEBSITES

[Alvaro Cintas @dr_cintas]

This is the most complete Claude Code setup that exists right now.
27 agents. 64 skills. 33 commands. All open source.

The Anthropic hackathon winner open-sourced his entire system, refined over 10 months of building real products.

What's inside:
→ 27 agents (plan, review, fix builds, security audits)
→ 64 skills (TDD, token optimization, memory persistence)
→ 33 commands (/plan, /tdd, /security-scan, /refactor-clean)
→ AgentShield: 1,282 security tests, 98% coverage

60% documented cost reduction.

Works on Claude Code, Cursor, OpenCode, Codex CLI. 100% open source.

[Jeff Pillou @jeffpillou]

Pour moins de 2 euros, ce petit composant USB-C me dit quand mes agents IA travaillent et quand ils attendent une réponse de ma part.

Je l’ai mis en place avec Claude, ça fonctionne même avec plusieurs terminaux (en local ouremote), et ça ouvre des possibilités assez folles pour presque rien.

Si ça vous intéresse, demandez-moi le fichier Blinky.MD : il permet à l’IA de faire le setup automatiquement.

[Tom Dörr @tom_doerr]

Converts webpages to Markdown for LLMs

https://t.co/9F8ZpVvdXZ

[𝗿𝗮𝗺𝗮𝗸𝗿𝘂𝘀𝗵𝗻𝗮— 𝗲/𝗮𝗰𝗰 @techwith_ram]

This is the only article you’ll need to build your own MCP server. It covers:

> need of MCP
> how MCP works
> core concepts along with visualization
> build your own mcp server
> theory + coding

[Tom Dörr @tom_doerr]

AI trading strategy lab

https://t.co/54RICHofmC

[Muhammad Ayan @socialwithaayan]

repo: https://t.co/zMIKkcdelV

[Tom Dörr @tom_doerr]

Split-pane terminal for multi-AI collaboration

https://t.co/GqRksBeS40

[Farhan @mhdfaran]

🚨BREAKING: Someone built an entire AI trading firm and open-sourced it.

A full team of AI agents working together exactly like a real Wall Street firm.

It's called TradingAgents. Here's how it works:

The Analyst Team reads the market:
→ Fundamentals Analyst — reads company financials, finds red flags
→ Sentiment Analyst — scans social media for market mood
→ News Analyst — monitors global news and macro events
→ Technical Analyst — reads MACD, RSI, price patterns

Then the Researchers debate:
→ A bull agent argues for the trade
→ A bear agent argues against it
→ They go back and forth until one side wins

Then the Trader decides.
Then Risk Management approves or kills it.
Then the Portfolio Manager signs off.
Every trade goes through 6 layers of AI review before it executes.

Works with Claude, GPT, Gemini, Grok, and local models via Ollama.

Three lines to run your first analysis:
ta = TradingAgentsGraph(config=DEFAULT_CONFIG.copy())
_, decision = ta.propagate("NVDA", "2026-01-15")
print(decision)

29.9K stars. Backed by a published research paper.
Free & open source.

link in comment

[Suryansh Tiwari @Suryanshti777]

🚨Breaking: ByteDance released an AI employee that works 24/7 — fully open-source.

It researches. Codes. Builds websites. Creates slides. Generates videos.
And it does everything on its own computer.

Meet DeerFlow 2.0 🦌

This isn't a chatbot.
It's an autonomous AI system that plans, delegates, executes, and delivers.

You give one prompt → it spins up sub-agents → executes tasks in parallel → returns a finished output.

No babysitting. No step-by-step prompting.

What makes it insane:

→ Creates a team of AI sub-agents automatically
→ Runs code, debugs errors, retries until it works
→ Builds full websites, reports, dashboards & slides
→ Uses memory to learn your style & workflow
→ Reads files + works inside its own sandbox
→ Searches web, calls tools, executes commands

How it works: Lead agent → creates plan
Sub-agents → work in parallel
Results → merged + synthesized
Output → fully finished deliverable

Not notes. Not drafts.
Actual production-ready output.

Wild part:

DeerFlow 2.0 launched Feb 28, 2026
Hit #1 on GitHub Trending the same day
Complete rewrite from v1
Built by ByteDance
MIT Licensed — fully open source

22.7K stars already. And climbing fast.

We're entering the era of AI coworkers, not AI tools.

Link in comments👇

[Tom Dörr @tom_doerr]

Self-hosted web UI for OpenClaw agents

https://t.co/ChDOm8mcTT