Yogesh Waran

Nothing special. Just ordinary 🤧

[Yogesh Waran @yogeshmsc]

Download this E-Book here.
https://t.co/E2uQ0Gkjqi

[Yogesh Waran @yogeshmsc]

🐍Python Design Patterns - Common & widely used

🧠 Most developers learn Python…
but very few learn how to structure LARGE applications properly.

SAVE this post for future reference🔖

#python #pythondeveloper #pythonprogramming #architecture #thecloudyogi

[Narendra Modi @narendramodi]

இந்தியர் அனைவருக்கும் ஒரு மகிழ்ச்சிகரமான தருணம்!

11-ம் நூற்றாண்டைச் சேர்ந்த சோழர்கால செப்பேடுகள், நெதர்லாந்தில் இருந்து இந்தியாவிற்குத் திரும்பவும் கொண்டுவரப்பட இருக்கின்றன. இது தொடர்பான விழாவில் பிரதமர் ராப் ஜெட்டன் அவர்களுடன் இணைந்து பங்கேற்றேன்.

சோழர் கால செப்பேடுகள், 21 பெரிய மற்றும் 3 சிறிய தகடுகளின் தொகுப்பாகும். இவற்றில் பெரும்பாலான எழுத்துக்கள்
உலகின் மிகவும் அழகான மொழிகளுள் ஒன்றான தமிழில் பொறிக்கப்பட்டுள்ளன. இவை மாமன்னர் முதலாம் ராஜேந்திர சோழன் தனது தந்தை முதலாம் ராஜராஜனால் வாய்மொழியாக அளிக்கப்பட்ட வாக்குறுதியை முறைப்படுத்தியதை குறிக்கின்றன. மேலும், இவை சோழர்களின் பெருமையையும் பறைசாற்றுகின்றன. இந்தியர்களாகிய நாம், சோழர்களின் கலாச்சாரம், கடற்படைத் திறமை ஆகியவற்றால் மிகுந்த பெருமை கொள்கிறோம்.

நெதர்லாந்து அரசுக்கும், குறிப்பாக 19-ஆம் நூற்றாண்டின் இடைப்பட்ட காலத்தில் இருந்து செப்பேடுகளைப் பாதுகாத்து வந்த லெய்டன் பல்கலைக்கழகத்திற்கும் எனது நன்றியைத் தெரிவித்துக் கொள்கிறேன்.

@MinPres

[Rohit @ai_rohitt]

Claude just dropped 13 free AI courses (with certificates).

No $500 course needed.

No “guru” required.

Just real skills, straight from Anthropic.

Here’s the full list:

1. Claude 101
https://t.co/9bQ7NlWwmL

2. AI Fluency: Frameworks & Foundations
https://t.co/2H6Wr4eOWN

3. Introduction to Agent Skills
https://t.co/qozyrdLwyV

4. Building with the Claude API
https://t.co/60bwB2FFQ0

5. Claude Code in Action
https://t.co/88VdISzLIi

6. Introduction to Model Context Protocol
https://t.co/EQrdwEQZdQ

7. MCP: Advanced Topics
https://t.co/3pDv4Bpdgk

8. AI Fluency for Students
https://t.co/nLWu1PbxVa

9. AI Fluency for Educators
https://t.co/kRz3G2gMOp

10. Teaching AI Fluency
https://t.co/8MLctE9O4L

11. AI Fluency for Nonprofits
https://t.co/qGuWQiV5lI

12. Claude with Amazon Bedrock
https://t.co/HCPSbQ72nv

13. Claude with Google Vertex AI
https://t.co/0NKyFoZ1a6

If you go through even half of these, you’ll be ahead of 95% of people using AI.

Most people won’t.

Because they’re still watching random YouTube videos, buying overpriced courses, or “learning AI” without actually building.

Don’t be that person.

Do this instead:

1. Bookmark this post (you’ll come back)
2. Pick 1 course and start today
3. Share it with someone who needs this

👇Comment "Course" for more resources.

Free. Practical. No excuses.

[Khairallah AL-Awady @eng_khairallah1]

The person who built Claude Code just showed exactly how to use it.

30 minutes. Free. Straight from Boris Cherny himself.

Bookmark this before you forget.

Most people using Claude daily are missing 40+ features hiding in plain sight.

This single session is worth more than any $1000 course.

[Rohit @ai_rohitt]

ANTHROPIC JUST DROPPED 13 FREE CLAUDE CERTIFICATIONS AND ALMOST NOBODY IS TALKING ABOUT IT.

Not a YouTube playlist.

Not a third-party course.

Official certifications from the team that built Claude.

Free. Forever.

Here is the full list with links:

START HERE

01. Claude 101 — Learn Claude for everyday work
https://t.co/nuKRe4nIQQ

02. AI Fluency: Frameworks and Foundations
https://t.co/ZCq5bBvfCJ

03. Introduction to Agent Skills
https://t.co/vO8GjPWa0u…

FOR DEVELOPERS

04. Building with the Claude API
https://t.co/e9e3OhXagj

05. Claude Code in Action
https://t.co/S1Qqax2ZoJ

06. Intro to Model Context Protocol
https://t.co/X3PX8lCken

07. MCP Advanced Topics
https://t.co/T6zpObreAg

FOR EDUCATION AND NONPROFITS

08. AI Fluency for Students
09. AI Fluency for Educators
10. Teaching AI Fluency
11. AI Fluency for Nonprofits

FOR ENTERPRISE

12. Claude with Amazon Bedrock
13. Claude with Google Cloud Vertex AI

13 courses. 6 skill levels. 5 audiences. 100% free forever.

The engineers getting hired at $150,000 to $300,000 to work with Claude at the highest level are learning exactly this material.

Anthropic's team just made it available to everyone.

Pro tip: Start with Claude 101 then go straight to Claude Code in Action. That is the fastest path from beginner to builder.

Bookmark this before you pay for another AI course.

Follow @ai_rohitt for every Anthropic resource that compounds your skills the moment it drops.

[Anuj @anujcodes_21]

🚨 Anthropic just showed a 24-minute workshop on how to actually do prompts for Claude.

Taught by the people who built it.

Free. No registration. No paywall.

I've seen $300 courses that don't cover what they teach in the first 8 minutes.

Watch it and bookmark it now.

[Supriya Sahu IAS @supriyasahuias]

For all those eagerly waiting for an update on Apapang, the tiny Amur falcon, let me tell you, he has superbly executed a nonstop transcontinental flight of 4,750 km over 95 hours from the Somalian landscape to arrive in India. Look at the red line with a red dot on the Map. This truly makes Amurs among the most elite long-distance travellers on the planet. He made the first landing near Sone River, close to Varanasi and within an hour of rest, Apapang flew another 200 kms to reach a hill forest landscape near Gaya District to stop for the night. As shared by @sureshwii #Amurfalcons

[𝗿𝗮𝗺𝗮𝗸𝗿𝘂𝘀𝗵𝗻𝗮— 𝗲/𝗮𝗰𝗰 @techwith_ram]

RAG System
├── Data Ingestion
│ ├── PDF / DOCX / PPT / Notion / Web
│ ├── Chunking strategies
│ ├── Cleaning and deduplication
│ ├── Metadata tagging
│ └── Versioning

├── Embeddings
│ ├── OpenAI / Cohere / BGE / Instructor
│ ├── Vector normalization
│ ├── Domain adaptation
│ └── Re-embedding strategy

├── Vector Database
│ ├── Pinecone / Weaviate / Qdrant / FAISS
│ ├── Index types (HNSW, IVF, Flat)
│ ├── Filtering and metadata search
│ └── Sharding and scaling

├── Retrieval
│ ├── Semantic search
│ ├── Hybrid retrieval (BM25 + vector)
│ ├── Re-ranking (cross-encoders)
│ ├── Query rewriting
│ └── Multi-hop retrieval

├── Prompt and Context Engineering
│ ├── System, user and tool prompts
│ ├── Context window management
│ ├── Citation and grounding
│ ├── Answer style control
│ └── Safety and refusal rules

├── LLM Layer
│ ├── GPT / Claude / Mistral / Llama
│ ├── Temperature and decoding
│ ├── Function calling and tools
│ └── Cost and latency optimization

├── Generation
│ ├── Context injection
│ ├── Structured output (JSON)
│ ├── Multi-step reasoning
│ └── Tool-calling agents

├── Evaluation
│ ├── Retrieval metrics (Recall@K, MRR)
│ ├── Answer quality (faithfulness, relevance)
│ ├── LLM-as-a-Judge
│ └── Regression testing

├── Feedback Loop
│ ├── User ratings
│ ├── Click-through
│ ├── Failure logging
│ └── Data refresh triggers

├── Caching
│ ├── Query caching
│ ├── Embedding caching
│ └── LLM response caching

├── Security and Guardrails
│ ├── Prompt injection protection
│ ├── Data isolation
│ ├── PII filtering
│ └── Tool permissioning

├── Observability
│ ├── Token usage
│ ├── Latency per step
│ ├── Retrieval quality
│ └── Hallucination tracking

├── Orchestration
│ ├── LangChain / LlamaIndex / custom pipelines
│ ├── Async flows
│ └── Retry and fallback models

├── Infrastructure
│ ├── API gateway
│ ├── Vector DB hosting
│ ├── Model routing
│ └── Cost tracking

└── Programming Language
└── Python or TypeScript (start here)

AI generated !!

[Yogesh Waran @yogeshmsc]

@Aiden_Tech_Ai Steal

[Aiden Tech @Aiden_Tech_Ai]

HOLY SH*T… This AI Agent does everything 🤯

Built in n8n :
🔁 Clones viral TikToks
✍️ Rewrites w/ GPT-4o
🎥 Auto creates avatar videos
🎬 Adds captions & edits
📤 Posts to 9 platforms (TikTok, IG, YT, X…)

🔁 Like+RT
✅ Reply “Steal”
🤝 Follow me & I’ll DM you workflow FREE.

[Python Programming @PythonPr]

Top 20 Agentic AI Concepts

[Yogesh Waran @yogeshmsc]

@python_spaces Building agents

[Python Space @python_spaces]

All you need is this book, if you are planning to build AI Agents with OpenAI Agents SDK.

I am planning to give away 3 e-books

To enter:
1. Like + Repost
2. Comment 'Building Agents'
3. Follow me @python_spaces so that I can DM you.

[Daily Dose of Data Science @DailyDoseOfDS_]

The power of MCP explained in one picture!

Without MCP:
- Every LLM app wrote its own tool integration
- M apps & N tools = M×N integrations

With MCP:
- Create an MCP server for your tool and plug it into an LLM app
- You go from M×N integrations to M+N integrations

[Gina Acosta @ginacostag_]

The Agentic AI Universe on one page

AI → ML → DL → GenAI → Agents, mapped clearly.

[Bookmark for reference]

[LangChain @LangChain]

Agents don’t just chat — they act by fetching data, sending messages, calling APIs, and updating records, which makes securing them a whole new challenge.

Our latest blog post breaks down how to implement authentication and authorization for agents.

🔒In this blog post, learn about:
• The unique access control challenges agents introduce
• How OAuth 2.0 and OIDC apply to agent architectures
• Which flows (Auth Code, OBO, Client Credentials) you’ll actually need

👉 Read the full post: https://t.co/7jUi1O8Lvu

[Python Developer @PythonDvz]

Generative AI Tech Stack

[Daily Dose of Data Science @DailyDoseOfDS_]

5 levels of Agentic AI systems, visually explained:

[Yogesh Waran @yogeshmsc]

One of the useful and required lib released by Microsoft 👍👌👏

[Matt Dancho (Business Science) @mdancho84]

🚨 BREAKING: Microsoft launches a free Python library that converts ANY document to Markdown

Introducing Markitdown. Let me explain. 🧵