K V Durga Prasad

Information Security Professional

[Polymath Investor @polymathinvest1]

A few months back, I published this guide on how to remember everything you read.
Re-sharing it here for anyone who finds these protocols useful.

(1/11)

[Vaishnavi @_vmlops]

AI-ML Roadmap from scratch
https://t.co/Q1MVQE0Ibx

[K V Durga Prasad @kattula]

@_0b1d1 Pdf

[Krishna Agrawal @Krishnasagrawal]

Stop wasting hours trying to learn AI. 📘📚

I have already done it for you.

With one list. Zero confusion. And no fluff

📹 Videos:

1. LLM Introduction: https://t.co/Avq3pNZxWY

2. LLMs from Scratch: https://t.co/nGJGCQYi89

3. Agentic AI Overview (Stanford): https://t.co/1JbA2JypnJ

4. Building and Evaluating Agents: https://t.co/02o8b7RAS2

5. Building Effective Agents: https://t.co/Jw0cd23A3K

6. Building Agents with MCP: https://t.co/9uvcpin1j9

7. Building an Agent from Scratch: https://t.co/QiYCLK48tn

8. Philo Agents: https://t.co/TCSX4hnKRf

🗂️ Repos

1. GenAI Agents: https://t.co/VdfLWAA3wW

2. Microsoft's AI Agents for Beginners: https://t.co/3SpFdnMcQa

3. Prompt Engineering Guide: https://t.co/4W7Eh6NKaE

4. Hands-On Large Language Models: https://t.co/LEtKGYBdgU

5. AI Agents for Beginners: https://t.co/3SpFdnMcQa

6. GenAI Agentshttps://lnkd.in/dEt72MEy

7. Made with ML: https://t.co/sL3gbmGUky

8. Hands-On AI Engineering:https://t.co/J79go1Ivlo

9. Awesome Generative AI Guide: https://t.co/xXF08rY8zP

10. Designing Machine Learning Systems: https://t.co/Q39XZLn50b

11. Machine Learning for Beginners from Microsoft: https://t.co/vfkyHL1Gnx

12. LLM Course: https://t.co/wuDkhQ0572

🗺️ Guides

1. Google's Agent Whitepaper: https://t.co/BSjthrG81u

2. Google's Agent Companion: https://t.co/wdzh5zuSvp

3. Building Effective Agents by Anthropic: https://t.co/HmYVgMIA7l.

4. Claude Code Best Agentic Coding practices: https://t.co/H3JpJWlpp3

5. OpenAI's Practical Guide to Building Agents: https://t.co/G1TL1Z2TR3

📚Books:

1. Understanding Deep Learning: https://t.co/EEqkGL7lHe

2. Building an LLM from Scratch: https://t.co/8Ehn91NNxE

3. The LLM Engineering Handbook: https://t.co/yzvXeQAgtV

4. AI Agents: The Definitive Guide - Nicole Koenigstein: https://t.co/FKEzpBewe4

5. Building Applications with AI Agents - Michael Albada: https://t.co/nvBaoR6FxZ

6. AI Agents with MCP - Kyle Stratis: https://t.co/u0M1GfBlsL

7. AI Engineering: https://t.co/A2QxhrpmDc

📜 Papers

1. ReAct: https://t.co/Vbc3vWxQHO

2. Generative Agents: https://t.co/PvNHYnqsOD.

3. Toolformer: https://t.co/HFdds582DI

4. Chain-of-Thought Prompting: https://t.co/GxX5BxXLzV.

🧑🏫 Courses:

1. HuggingFace's Agent Course: https://t.co/zhizqjunzS

2. MCP with Anthropic: https://t.co/LqDZ0oCRfj

3. Building Vector Databases with Pinecone: https://t.co/ncqSVaVHqH

4. Vector Databases from Embeddings to Apps: https://t.co/JOl7SIlguq

5. Agent Memory: https://t.co/5m0UrGwDM9

Repost for your network ♻️
&follow for more stuff on building AI Agents.

[Shraddha Bharuka @BharukaShraddha]

🚀 The Complete Guide to Building AI Agents, From Zero to Production

AI Agents are the next big leap in automation, they can think, plan, and execute tasks just like humans 🤖

This guide takes you from basics to building real, production-ready AI Agents — step by step!

To get your copy 👇
1️⃣ Like & Repost
2️⃣ Comment “AI”
3️⃣ Follow (so I can DM you the guide)

💡 The future isn’t about using AI — it’s about building it. Start today!

[Krishna Agrawal @Krishnasagrawal]

🚀 The Complete Guide to Building AI Agents, From Zero to Production

AI Agents are the next big leap in automation, they can think, plan, and execute tasks just like humans 🤖

This guide takes you from basics to building real, production-ready AI Agents — step by step!

To get your copy 👇
Like & Repost
Comment “AI”
Follow (so I can DM you the guide)

[Christopher Ho @Chr1stopherHo]

LEGO was 4 weeks away from bankruptcy in 2003:

• Losing $1 Million per day
• $800 Million in debt
• Negative profit margin (-30%)

But then something happened, and by 2010, they started growing faster than Apple. How? 🧵

[Craig Brockie @CraigBrockie]

It’s the most underrated medicine on Earth.

It fights cancer, kills inflammation, and crushes stress—yet costs pennies per dose.

Recently, I’ve been researching its healing benefits.

What I found is mind-blowing 🧵

[Mr. Nobody @MmisterNobody]

@MattWallace888 This show was swiftly canceled after this episode aired, as it revealed too much truth about our world.

[Paul William Harmon @TheHarmonX]

Naval Ravikant's latest podcast with Chris Williamson is mind-blowing.

He revealed:

• Why he deleted his calendar
• Three decisions that determine 90% of your life's outcome
• Why most anxiety comes from a problem few understand

10 insights that'll transform your life:

[Rahul Prakash @prakashrahul24]

1. The King's Speech (2010) - King George VI overcomes a stammer to lead Britain through WWII.

Leadership Takeaway : Vulnerability, trust in mentorship, and authenticity under pressure.

[Tathvam-asi @tathvamasi6]

The 6 mantras you ‘must’ teach your kids. 👏🏼👏🏼👌🏼

Don’t mind the language is in Telugu but the mantras are Sanskrit mantras, so you can learn and recite them all by listening to this audio.

[Dr. Chandra Sekhar Pemmasani @PemmasaniOnX]

పూర్తి వీడియో లింక్ (Full video link)
https://t.co/oAgixOPxul

1)నెలవారీ ఖర్చుల పిడిఎఫ్ లింక్ :
తెలుగు - https://t.co/x8A087F7S5,
English - https://t.co/NYqonv3HeS .

2)50-30-20 నియమం పిడిఎఫ్ లింక్ : https://t.co/kvCQ5YRgg9.

3)భవిష్యత్తు భద్రత కోసం ప్రయోజనకరమైన మార్గదర్శకాల పిడిఎఫ్ లింక్ : https://t.co/z6nt4lcnFo.

సంపాదించే ప్రతీ చేతికీ పొదుపు చేయాల్సిన బాధ్యత కూడా ఉంటుంది. నెలకు రూ.30 వేలు మొదలు రూ. 2 లక్షలు దాకా సంపాదించే ప్రతీ ఒక్కరూ రూ.6 - 45 వేల వరకు పొదుపు చేయవచ్చు. నేను నా నెలవారీ ఇంటి బడ్జెట్ ప్రణాళికలను ఏ విధంగా నిర్వహించుకుం టున్నానో మీరూ తెలుసుకునేలా ఈ కింద లింక్లను క్లిక్ చేయడం ద్వారా ఇంటి ఆదాయ వ్యయాల ఇతర సమాచారాలను పీడీఎఫ్ రూపంలో పొందవచ్చు. తెలుగు, ఇంగ్లీషు భాషల్లో అందుబాటులో ఉంటుంది.

మీ అందరూ ఈ వీడియోను మీ స్నేహితులకు, కుటుంబ సభ్యులకు ఉపయోగపడేలా షేర్ చేయగలరని మనవి. ముఖ్యంగా మహిళలు, ఉపాధ్యాయులు, విద్యార్థులు మరింత మందికి చేరువ చేయగలరని ఆశిస్తున్నాను

[Priyank Ahuja @ahuja_priyank]

8 websites that'll pay you $150/Hour fore data entry

[Warren English @TheWarEnglish]

This is an evergreen thread

Read it 👇

[Madni Aghadi @hey_madni]

I collect ads like rich people collect cars.

The 10 most iconic ads I've found:

[Jafar Najafov @JafarNajafov]

Google just released AI courses for free.

No prerequisites or fees required.

Here're 10 FREE courses you don't want to miss:

[Riti Kumari @riti2409]

DSA(Data Structure and Algorithms) plays a significant role in clearing interviews at top MNCs.

Sharing some resources that helped me in the same. It includes videos, blogs, resources & notes for revision.

A thread 🧵

(1/n)

[Carl Vellotti 🥞 @carlvellotti]

I freaking love this PM visualization.

The closer you look, the more awesome it gets.

[Riccardo Causo @rixlabs]

Describing System Architecture: Summary

The series about the arc42 method to document system architectures is over.

As promised I leave you here the list of all the posts.

This one is a perfect candidate for a bookmark!

1. Introduction and Goals
https://t.co/yGDDyVNGd2

2. Constraints
https://t.co/UK8zapOi23

3. Context and scope
https://t.co/aepR3UX4b0

4. Solution strategy
https://t.co/xLx03v64tV

5. Building block view
https://t.co/Gx5OlWrAm0

6. Runtime view
https://t.co/7UKD98A5WH

7. Deployment view
https://t.co/3EYxz9oxb0

8. Concepts
https://t.co/Bja7ts3MLC

9. Architecture decisions
https://t.co/rDkwbInpWF

10. Quality
https://t.co/QIBMMiWvnD

11. Risks and technical debt
https://t.co/qnFRqFFPKW

12. Glossary
https://t.co/11lSXklfnP

In this series I used the official arc42 doc as a base. I added my experience with the template and the method hoping to have stimulated your curiosity.

In case you want to experiment with the template, here you can find the file versions in different formats, with or without explanations about the chapters.
https://t.co/WpJfxrAZdx

There are also other template in the main download page if you are interested: https://t.co/Pro1yRk9GK

Follow me, If you are interested in more Software system architecture, software engineering and team mechanics topic.