Enough of this lending to relatives and friends thing , it ha been told million times now from you, not all friends and relatives are thieves, exceptions exist who have those intentions, yesterday a friend was wrongly diagnosed by hospital, his insurance got exhausted ? Loan or any banking thing will take at least a week , we had to pool in as temporary adjustment, not every one had lacs in their accounts with emi and daily living, let’s not scare everyone with this idea, people who lend are not idiots , but humanity has to survive, Painting everyone with same brush hurts sir . There are Good Samaritans and people who need them for short times
I am 37, and some lessons that I learnt 🔖
Your 30s will go faster than your 20s. Stop saying ‘I have time’ - you might not
Not everyone will like you, no need to please everyone
You won’t ever be ‘Settled’, do right things at the right age
Don’t chose money and sacrifice health, health isn’t negotiable
Selfishness is not so negative as it sounds. Be selfish with your money, you ideas and your life
No need to please the society. Basically, nobody really cares about you.
#Life
BREAKING NEWS!
The engineer who built Claude Code from scratch just released a 28-minute video that's pure gold: how to write prompts that deliver ridiculously good results.
I've seen $300 courses that don't even come close to what he explains in the first 10 minutes.
CLAUDE.md files, memory shortcuts, parallel sessions, and prompting patterns that almost no one uses...
All in one single video. Completely free. No fluff.
Whether you're a developer, just starting, or have already been using Claude for months, this changes the game for you starting today.
Save. Watch. Share.
🚨 Google's former CEO just came out and revealed the secret that will reshape the world over the next few years, all because of AI.
He said building wealth and your own business is now way easier, with one condition: you have to get into this field and actually understand the game.
If you only have the next 30 days to start, act on this advice and go all in, here's the full roadmap and every tool you'll need from scratch, all 100% free:
Phase 1: Understand the architecture and the fundamentals
Agent Architecture: learn how to build a smart, independent AI agent that makes its own decisions and carries them out.
🔗 https://t.co/bw0DVMjRhI
🔗 https://t.co/rsUiBuJXhz
Claude Code 101 Course: the basics of using Anthropic's insanely powerful coding tool right from your Terminal.
🔗 https://t.co/CWRrIyL2Ss
Hands-on (Claude Code in Action): live demos of the tool building real projects, so you can see what it can do for yourself.
🔗 https://t.co/Jt6oAwWuhX
Phase 2: Master prompting and context
Prompt Engineering (official): Anthropic's official guide to writing pro-level prompts that get the best quality out of the model.
🔗 https://t.co/MQGiYMMEpf
Interactive Prompting Course: hands-on, interactive training on GitHub to sharpen your prompting skills.
🔗 https://t.co/ylgRsU2vxD
CLAUDE.md and memory: the secret that makes Claude remember your project's full context and rules, and never forget them over time.
🔗 https://t.co/ecFCq0wAxa
Phase 3: Automation and connecting to the real world
MCP Protocol: the real revolution. Connect Claude to the tools and databases you use every day, like Slack, GitHub and Google.
🔗 https://t.co/Qo0Qms6F6L
Skills: teach Claude repetitive workflows and custom functions so it can reuse them intelligently across your project.
🔗 https://t.co/AFp1dhn2IC
Phase 4: Community guides and going pro
The Complete Claude Code Guide: a massive open-source guide from the developer community, packed with secrets and tricks.
🔗 https://t.co/8cBSriTOI6
Awesome Claude Code: a legendary collection of the best ready-to-use scripts, Skills and plugins.
🔗 https://t.co/uFA90eiVPv
Anthropic Academy: all 13 of the company's official courses, with certificates, completely free.
🔗 https://t.co/dxLUECXFPA
Full official documentation: the complete, definitive reference for everything in Claude, big and small.
🔗 https://t.co/UPWMAKxHVS
Save this and turn on the notis for more 🛎️
All of these resources are COMPLETELY free and won't cost you a single dollar, but they'll give you a skill that lets you do the work of an entire team on your own, at the same quality.
I’ve been working as an AI Engineer for ~2 years.
If you’re trying to break into AI Engineering, these are the topics I’d prioritize learning:
• RAG — Retrieval-Augmented Generation
• Embeddings & Vector Databases
• Quantization — AWQ, GPTQ, GGUF, FP16, INT8, INT4
• RAG Evaluation — RAGAS
• Model Routing & Fallbacks
• Observability — logs, metrics & traces
• MCP — Model Context Protocol
• AI Agents & Agentic Patterns
• Memory & Context Management
• Guardrails & deterministic input/output validation
• Inference Engines — vLLM, TensorRT, SGLang
• Load Balancing & Queuing
• Local vs Cloud Inference
• Backend Fundamentals & System Design
The biggest mistake I see is focusing only on prompting and calling LLM APIs.
AI Engineering is much more about building reliable, scalable systems around models.
ఎవడో #EPFO వడ్డీ జూలై 15 తర్వాత చెక్ చేసుకోవచ్చన్నాడు. వాడిని నరికేయాలి. అసలు సైట్ ఎప్పుడూ సరిగా పని చేయదు. ఇప్పుడు అయితే మొత్తానికే ‘Not Available’ అని వస్తోంది. Taxes వసూలు చేసే సైట్లు మాత్రం ఎప్పుడూ పనిచేస్తాయి.@chickenpakodi@jaipalpuli@spk_lanister@Flubb_r@TagzhoBeler