CaesarProc

#TeamBarça

[Viktor Oddy @viktoroddy]

Claude Mythos is Insane!

❤️‍🔥Just recorded a 12-min tutorial on how to build animated, award-Winning websites with Claude Fable 5!

[Xudong Han @Xudong07452910]

这篇论文让我感觉，我们对「AI 会取代程序员」这件事的讨论方向可能全错了。

核心观点：AI Agent 的出现不是让软件工程师工作效率更高，而是让「把决策逻辑永久编码进软件」这件事本身变得越来越不必要。

作者说的是一个更根本的范式变化：传统软件工程的本质是，人类把判断逻辑「固化」成代码——if-else、状态机、算法，这些都是把人类决策「提前写死」的方式。但在以 LLM 为核心推理引擎的 Agent 系统里，代码变成了「临时生成、用完即扔的工具」，每次任务，Agent 动态生成需要的代码，执行完就不需要了。决策不再被预先编码，而是在运行时由 LLM 推理循环动态产生。这不是增量改进，而是软件生产范式的结构性替换。

我觉得这个观点里最值得注意的细节是：这不只是生产力工具的升级，而是「软件」这个概念本身的角色在变。以前代码是「系统的中心」，Agent 框架是外壳。现在 LLM 推理循环是中心，代码变成了外壳里的临时辅助。如果这个趋势持续，软件工程的核心能力可能不再是「写出好代码」，而是「设计出可靠的推理约束边界」。

以前我们关注写出可维护的代码，以后可能更要关注设计出可靠的推理边界。

https://t.co/28rZe5qvBP

[鸟哥 | 蓝鸟会🕊️ @NFTCPS]

家人们，今天给你们扒10个GitHub上免费到离谱的仓库，每一个都能干掉你正在按月交钱的软件，看完别说鸟哥没提醒你。

1️⃣ TradingAgents
一整支AI分析师团队在你电脑里吵架做单。基本面、情绪、新闻、技术分析师同时开工，最后风险经理和执行代理拍板。等于把一支华尔街团队7×24小时塞进你笔记本，还不要工资。
🔗 https://t.co/kwYRkz5PuO

2️⃣ LibreChat
一个界面把ChatGPT、Claude、Gemini、DeepSeek等20多个模型全收了，支持自托管和原生MCP。数据是你的，基础设施是你的。能自己跑，凭啥还交月费？
🔗 https://t.co/V3iCwASOCA

3️⃣ HyperFrames
HeyGen把自家视频引擎开源了。写个HTML就能产出生产级MP4，原生支持GSAP、Lottie、Three.js，同样输入永远同样输出。
🔗 https://t.co/6Gp8NAb38O

4️⃣ Fincept Terminal
笔记本上跑的彭博终端平替，AI投资代理灵感来自传奇投资人。深度财报分析、市场情报、几十个数据源，企业级的钱一分不用掏。
🔗 https://t.co/e0Fgr7sK1S

5️⃣ MoneyPrinterTurbo
丢个关键词，脚本、画面、字幕、音乐、成片一条龙。横屏竖屏随便选，基本不用动手剪。
🔗 https://t.co/yFPFib4nBr

6️⃣ Agentic Inbox
Cloudflare开源的AI邮件客户端，AI帮你读收件箱、起草回复，全程数据不出你的地盘。没有外部服务器，没有订阅费。
🔗 https://t.co/tbEaZSfis8

7️⃣ VoxCPM
几秒音频就能克隆声音，几十种语言高质量输出，还能凭一句文字描述捏出定制嗓音。
🔗 https://t.co/SlEimVxLez

8️⃣ Flowsint
输个域名，关联的IP、子域名、邮箱、加密钱包、社交账号全给你画成图。纯本地跑，做私密调查和OSINT情报的神器。
🔗 https://t.co/5UguHbZpwx

9️⃣ agent-skills
谷歌工程师Addy Osmani放出了他生产环境验证过的Claude Code技能库，API设计、调试、代码审查、CI/CD、前端工程全覆盖。
🔗 https://t.co/52Ef6XqvAz

🔟 Nango
企业每年砸几千刀的集成层，几百个预置API、托管OAuth、AI生成集成代码，一堆高速创业公司和企业团队都在用。
🔗 https://t.co/tlv7hGZZs1

这些可不是练手的玩具项目，每一个都能替掉你还在月月付费的软件。

挑一个，装上，塞进你的工作流。100%免费，100%开源。

省下的钱，记得请鸟哥喝杯咖啡。

[Yash @buildwithyash]

Don’t overthink it.

• Build a Password Manager to learn file handling, hashing (not full crypto)
• Build a URL Shortener to understand routing, IDs, and persistence • Build a Todo App with deadlines to practice CRUD and basic state
• Build a Web Scraper to learn requests, parsing, and rate limits
• Build a CLI Expense Tracker to master logic, files, and edge cases
• Build a Log Analyzer to work with files, timestamps, and patterns
• Build a Simple Recommender using similarity rules (not ML magic)
• Build an Email Automation Script using SMTP and scheduling

[Aadit Sheth @aaditsh]

Andrej Karpathy shares a 3-step blueprint on how to master anything

[Ajit kumar @ajitcodes]

Stop telling Claude, "do this."
Stop telling Claude, "write code."
Stop telling Claude, "fix this error."

You're actually treating a senior AI like a junior intern.
Here are 8 prompts you can copy and paste directly:

[Movez @0xMovez]

Anthropic AI engineer just showed how to give AI agents real memory in 4 steps - and it changes everything

in 28 minutes he shows exactly how agents can remember across sessions, completely free

worth more than any $500 AI engineering course

here's what he covers:

• why agents forget everything between sessions
• memory stores - agents read, write across sessions
• dreaming - agents that improve their own memory
• 95% cache hit rate, so it stays cheap

most people are still copy-pasting context into every new chat - while the people who figured this out are building agents that get smarter every single night

watch full video then read article below

[Dhanian 🗯️ @e_opore]

SYSTEM DESIGN ROADMAP 2026: COMPLETE LEARNING PATH
│
├── 1. Introduction to System Design
│ ├── What is system design
│ ├── Monolithic vs distributed systems
│ └── Scalability fundamentals
│
├── 2. Networking Basics
│ ├── HTTP, HTTPS, TCP/IP
│ ├── DNS and load balancing
│ └── Client-server architecture
│
├── 3. Databases
│ ├── SQL vs NoSQL databases
│ ├── Database replication and sharding
│ └── Indexing and query optimization
│
├── 4. Caching Systems
│ ├── Redis and Memcached
│ ├── Cache invalidation strategies
│ └── CDN fundamentals
│
├── 5. APIs & Communication
│ ├── REST APIs
│ ├── GraphQL and gRPC
│ └── WebSockets and real-time communication
│
├── 6. Scalability & Performance
│ ├── Horizontal vs vertical scaling
│ ├── Load balancers and reverse proxies
│ └── Performance optimization techniques
│
├── 7. Message Queues & Streaming
│ ├── Kafka and RabbitMQ
│ ├── Event-driven architecture
│ └── Asynchronous communication
│
├── 8. Microservices Architecture
│ ├── Service discovery
│ ├── API gateways
│ └── Inter-service communication
│
├── 9. Security & Reliability
│ ├── Authentication and authorization
│ ├── Rate limiting and encryption
│ └── Fault tolerance and disaster recovery
│
├── 10. Cloud & DevOps
│ ├── AWS, Azure, and Google Cloud
│ ├── Docker and Kubernetes
│ └── CI/CD pipelines
│
├── 11. Monitoring & Observability
│ ├── Logging systems
│ ├── Metrics and tracing
│ └── Monitoring with Prometheus and Grafana
│
├── 12. Real-World System Design
│ ├── Designing chat applications
│ ├── Designing video streaming systems
│ └── Designing scalable social media platforms
│
└── 13. Practice & Career Growth
├── System design interview preparation
├── Architecture case studies
└── Continuous learning and optimization

Recommended Ebook
→ Grab the Ultimate System Design Handbook
→ https://t.co/WIMretQFPE

[darkzodchi @zodchiii]

Anthropic engineer showed how one person can run 5 AI agents, that code, test, review, and deploy at the same time.

In 30 minutes they built the whole thing live in one session.

Here's what they cover:

> when to use one agent vs a full team
> how to split work so agents don't step on each other > the exact framework for deciding what each agent handles

that's exactly why, I put together a guide on building agent teams that actually work.

full guide in the article below 👇

[Loguito Fcb @Loguito6]

Mdrrr le divertissement cette équipe

[صالح⭐️⭐️ @salih2033]

اكثر شي فاتن بكرة القدم حاليا

[َ @szniic]

Lamine Yamal vs Egypt

[𝐀𝐁𝐃𝐎𝐔 🇲🇦🇳🇱 @MarshallFCB]

PTDRRRRRRRRRRRR il est trop soucôté

[Marcus Balo🪢🏴‍☠️ @balofcb]

J’avais oublier ce match de porc qu’il avait encore poser Azi lui

[𝐌𝐬𝐧_𝐒𝐢𝐬🦅🇹🇷 @Msn_sis0]

Par contre la réécriture sur les duels entre Nuno Mendes et Yamal faut arrêter.

Nuno Mendes est le joueur qui a perdu le + de duels du match, contrairement a Lamine qui en a gagné le + du match.

[Actu Foot @ActuFoot_]

YAMAL. YAMAL. YAMAL. 🥵🥵🥵🥵

1 MINUTE DE JEU. C’EST UN FOU 😭😭😭😭

Même sur la PlayStation c’est compliqué de caler ça. 🎮😭

🎥@canalplus

[Instant Foot ⚽️ @lnstantFoot]

Lamine Yamal commence déjà à faire de SAALE !!! 🥵🥵🥵

[𝐂𝐇𝐀𝐑𝐋𝐄𝐒 @chaaliiykay]

lamine yamal with his trademark goal, he’s off on a good start to the season with a goal and an assist.

BEST PLAYER IN THE WORLD!

https://t.co/gcKJ7c33cb