𝑲𝒂𝒓𝒂𝒏𝒆𝒆𝒔𝒉🦁

ML engineers, it’s time to wake up. @withneo isn’t just a copilot - it’s your entire ML team, one powerful AI system. No more late-night prompts. No endless debugging. No messy notebooks. Just clean code. Automatically. ⚡️Ready to see ? Join waitlist: heyneo.so/waitlist

@MeenakshiYACS Showing Claude what good output looks like is one of the fastest ways to improve response quality

𝗦𝘁𝗼𝗽 𝘂𝘀𝗶𝗻𝗴 𝗖𝗹𝗮𝘂𝗱𝗲 𝗹𝗶𝗸𝗲 𝗶𝘁’𝘀 𝟮𝟬𝟮𝟰. “Write in short sentences. My audience is founders. No bullet points. Match my voice.” You should not be typing this every single time. Claude now lets you store your preferences, context, workflows, and recurring instructions so it works more like a trained collaborator, not a blank chatbot. Here are the 𝟭𝟵 𝗿𝘂𝗹𝗲𝘀 𝘁𝗼 𝗴𝗲𝘁 𝗳𝗮𝗿 𝗺𝗼𝗿𝗲 𝗼𝘂𝘁 𝗼𝗳 𝗖𝗹𝗮𝘂𝗱𝗲: ━━━━━━━━━━━━━━ 𝟭. 𝗦𝗲𝘁𝘂𝗽 ⚙️ ➤ 𝗧𝘂𝗿𝗻 𝗼𝗻 𝗠𝗲𝗺𝗼𝗿𝘆 So Claude does not start from zero every time. ➤ 𝗨𝘀𝗲 𝗢𝗽𝘂𝘀 𝗳𝗼𝗿 𝗺𝗼𝘀𝘁 𝘀𝗲𝗿𝗶𝗼𝘂𝘀 𝘄𝗼𝗿𝗸 Unless you are truly optimizing for speed. ➤ 𝗘𝗻𝗮𝗯𝗹𝗲 𝗘𝘅𝘁𝗲𝗻𝗱𝗲𝗱 𝗧𝗵𝗶𝗻𝗸𝗶𝗻𝗴 Especially for complex, multistep reasoning. ➤ 𝗖𝗵𝗼𝗼𝘀𝗲 𝘁𝗵𝗲 𝗿𝗶𝗴𝗵𝘁 𝗺𝗼𝗱𝗲 Chat to think. Code to build. Cowork to automate. ━━━━━━━━━━━━━━ 𝟮. 𝗖𝗼𝗻𝘁𝗲𝘅𝘁 🧠 ➤ 𝗨𝗽𝗹𝗼𝗮𝗱 .𝗠𝗗 𝗳𝗶𝗹𝗲𝘀 Style guides, customer profiles, brand rules, positioning notes. ➤ 𝗖𝗼𝗻𝗻𝗲𝗰𝘁 𝘆𝗼𝘂𝗿 𝘁𝗼𝗼𝗹𝘀 Let Claude work directly with Notion, Gmail, and more. ➤ 𝗖𝗿𝗲𝗮𝘁𝗲 𝗣𝗿𝗼𝗷𝗲𝗰𝘁𝘀 𝗳𝗼𝗿 𝗿𝗲𝗰𝘂𝗿𝗿𝗶𝗻𝗴 𝘄𝗼𝗿𝗸 Add your rules, examples, and context once. ➤ 𝗢𝗻𝗲 𝗣𝗿𝗼𝗷𝗲𝗰𝘁 = 𝗼𝗻𝗲 𝗰𝗹𝗲𝗮𝗿 𝗷𝗼𝗯 “Client proposals” works. “Marketing” is too broad. ━━━━━━━━━━━━━━ 𝟯. 𝗣𝗿𝗼𝗺𝗽𝘁𝗶𝗻𝗴 ✍️ ➤ 𝗦𝗵𝗼𝘄 𝗖𝗹𝗮𝘂𝗱𝗲 𝘄𝗵𝗮𝘁 𝗴𝗼𝗼𝗱 𝗹𝗼𝗼𝗸𝘀 𝗹𝗶𝗸𝗲 Give examples of successful outputs and outcomes. ➤ 𝗔𝘀𝘀𝗶𝗴𝗻 𝗮 𝗿𝗼𝗹𝗲 “You are a senior recruiter.” “You are a sharp product marketer.” ➤ 𝗨𝘀𝗲 𝗽𝗿𝗲𝗰𝗶𝘀𝗲 𝗰𝗼𝗻𝘀𝘁𝗿𝗮𝗶𝗻𝘁𝘀 “Ask no more than 5 questions” beats “don’t ask too many questions.” ➤ 𝗔𝘀𝗸 𝗳𝗼𝗿 𝟱 𝗼𝗽𝘁𝗶𝗼𝗻𝘀 Do not force one “perfect” answer too early. ━━━━━━━━━━━━━━ 𝟰. 𝗜𝘁𝗲𝗿𝗮𝘁𝗶𝗼𝗻 🔁 ➤ 𝗜𝗳 𝗖𝗹𝗮𝘂𝗱𝗲 𝗰𝗮𝗻’𝘁 𝗲𝘅𝗽𝗹𝗮𝗶𝗻 𝗶𝘁 𝗹𝗶𝗸𝗲 𝘆𝗼𝘂’𝗿𝗲 𝟭𝟬, 𝗶𝘁’𝘀 𝗻𝗼𝘁 𝗿𝗲𝗮𝗱𝘆 Clarity is the real quality check. ➤ 𝗖𝗿𝗲𝗮𝘁𝗲 𝗲𝗱𝗶𝘁𝗮𝗯𝗹𝗲 𝗱𝗼𝗰𝘀 𝗼𝗿 𝘁𝗿𝗮𝗰𝗸𝗲𝗿𝘀 𝗶𝗻𝘀𝗶𝗱𝗲 𝘁𝗵𝗲 𝗰𝗵𝗮𝘁 Use Artifacts instead of scattered back-and-forth. ➤ 𝗡𝗲𝘃𝗲𝗿 𝗮𝗰𝗰𝗲𝗽𝘁 𝘁𝗵𝗲 𝗳𝗶𝗿𝘀𝘁 𝗱𝗿𝗮𝗳𝘁 The second or third pass is usually where the value appears. ➤ 𝗧𝗲𝗮𝗰𝗵 𝗶𝘁 𝘁𝗼 𝗰𝗵𝗮𝗹𝗹𝗲𝗻𝗴𝗲 𝘆𝗼𝘂 Claude agrees too easily by default. Tell it to push back, question assumptions, and flag weak thinking. ━━━━━━━━━━━━━━ 𝟱. 𝗦𝘆𝘀𝘁𝗲𝗺𝘀 🧩 ➤ 𝗦𝗮𝘃𝗲 𝘆𝗼𝘂𝗿 𝗯𝗲𝘀𝘁 𝗽𝗿𝗼𝗺𝗽𝘁𝘀 Good prompts are reusable assets. ➤ 𝗜𝗻𝘀𝘁𝗮𝗹𝗹 𝗖𝗹𝗮𝘂𝗱𝗲 𝗦𝗸𝗶𝗹𝗹𝘀 Use them for research, writing, analysis, and repeatable workflows. ➤ 𝗕𝘂𝗶𝗹𝗱 𝘆𝗼𝘂𝗿 𝗼𝘄𝗻 𝗰𝘂𝘀𝘁𝗼𝗺 𝗦𝗸𝗶𝗹𝗹𝘀 For recurring tasks like: “Anti-AI content checklist” “Founder post sharpener” “Investor update reviewer” ➤ 𝗦𝗲𝘁 𝗖𝗹𝗮𝘂𝗱𝗲 𝘂𝗽 𝗽𝗿𝗼𝗽𝗲𝗿𝗹𝘆 𝗼𝗻𝗰𝗲 So you stop wasting time repeating yourself forever. ━━━━━━━━━━━━━━ Most people are still using Claude as a chatbot. The real leverage begins when you use it as a 𝗽𝗲𝗿𝘀𝗼𝗻𝗮𝗹𝗶𝘀𝗲𝗱 𝘄𝗼𝗿𝗸 𝘀𝘆𝘀𝘁𝗲𝗺. ❤️ Like 🔁 Retweet 🔖 Bookmark Follow @MeenakshiYACS for more such posts #AI #ArtificialIntelligence #GenerativeAI #CareerGrowth #Upskilling

@mohitmishr93531 Yt

I don't understand why people don't just lock in on YouTube My faceless YouTube channels make me $120,000+/month (long form only) YouTube is not luck. It's a formula. Let me send you a free course on exactly how to launch a Faceless YouTube Channel now & you could be making $11,000/month in January 2026. To get: - 1. Follow (So I can DM you ) 2. Like & Retweet (MUST) 3. Reply " YT " Must follow me to get DM.

@_vermaverse Useful information

You slept 8 hours. You still woke up exhausted. Most people blame the mattress. Or stress. Or age. The real reason is less obvious. And once you understand it, everything changes. Here's what's actually happening: The Problem: Your body went through 8 hours of lying down. But it never entered deep sleep. You were unconscious. But not resting. There's a difference. Deep sleep is where your body repairs itself. Where your brain cleans out toxins. Where memories get stored. Without it, you're just... existing in bed for 8 hours. Why This Happens: Most people think sleep is binary. You're either asleep or awake. But sleep has 4 stages. And most of us never make it past stage 2. Stage 1: Light sleep (transition) Stage 2: True sleep (but still surface level) Stage 3: Deep sleep (this is where magic happens) Stage 4: REM sleep (dreaming, memory consolidation) If you're waking up tired, you're stuck in stage 1-2 all night. Your Fitbit says you slept. But your body disagrees. What's Blocking Deep Sleep: 🔴 Late-night screen time Blue light tells your brain it's still daytime. Melatonin production crashes. 🔴 Alcohol before bed You fall asleep faster. But you never reach deep sleep. It's fake sleep. 🔴 Inconsistent sleep schedule Going to bed at different times every night confuses your circadian rhythm. 🔴 Room temperature If your room is above 68°F (20°C), your body can't cool down enough for deep sleep. 🔴 Caffeine after 2 PM Even if you "feel fine," caffeine stays in your system for 6-8 hours. It blocks adenosine receptors that signal sleepiness. The Fix (What Actually Works): 1. The 10-3-2-1-0 Rule: - 10 hours before bed: No more caffeine - 3 hours before bed: No more food or alcohol - 2 hours before bed: No more work - 1 hour before bed: No more screens - 0: Number of times you hit snooze 2. Temperature Control: Keep your room at 65-68°F (18-20°C). Cold room, warm blanket. This mimics your body's natural temperature drop during deep sleep. 3. Magnesium Glycinate: 300mg before bed. It relaxes your nervous system and helps you reach deeper sleep stages. (Not regular magnesium—it'll wreck your stomach.) 4. Consistent Sleep Schedule: Same bedtime. Same wake time. Every single day. Yes, even weekends. Your circadian rhythm doesn't care about Friday night. 5. Morning Sunlight: Get 10 minutes of sunlight within 30 minutes of waking up. It resets your internal clock and makes you sleepy at the right time later. What Changed For Me: I used to sleep 9 hours and wake up destroyed. Now I sleep 7 hours and wake up sharp. The difference? I stopped optimizing for hours. Started optimizing for depth. Your body doesn't need 8 hours of light sleep. It needs 1.5-2 hours of deep sleep. Once you hit that, everything else falls into place. **The Reality Check:** Most people won't do this. They'll keep blaming their mattress. Keep saying "I'm just not a morning person." Keep drinking coffee at 4 PM. And they'll keep waking up tired. But if you're serious about fixing this, you already know what to do. The science is clear. The solution is simple. The question is: will you actually do it? **Try this for 7 days. Track your energy. Then tell me I'm wrong.** #SleepScience #Productivity #Health

@MeenakshiYACS This is such an important reminder that efficiency in AI is not just about cost reduction. It is also about improving speed, clarity, and consistency.

Stop wasting your AI tokens. Most people are burning them without realizing it. The problem is usually not the model. It is the workflow behind it. People keep chasing better prompts while ignoring the real issue: Poor structure. Poor context management. Poor thinking before prompting. That is where tokens quietly disappear 👇 • Uploading entire PDFs instead of clean structured text • Asking questions in fragments instead of batching context • Regenerating everything instead of refining one section • Letting chat history become cluttered and irrelevant • Using one AI tool for every task regardless of strengths And the biggest mistake of all: Thinking inside the chat instead of before the chat. If you use AI seriously for work, this matters a lot. Because: Tokens = Cost Context = Compute Structure = Output Quality Bad AI usage does not just waste money. It slows decisions, reduces clarity, and creates noisy outputs. The simple shift most people miss: Plan → Structure → Then Prompt That one habit instantly improves output quality and efficiency. AI rewards organized thinking more than clever prompting. Save this for later. Most people only learn this after watching their usage bill explode. ❤️ Like 🔁 Retweet 🔖 Bookmark Follow @MeenakshiYACS for more such posts #AI #ArtificialIntelligence #GenerativeAI #CareerGrowth #Upskilling

@MeenakshiYACS The difference between average and advanced AI users is often how clearly they define goals and boundaries.

Most people use Claude like a chatbot. Power users use it like a command system. Here’s a cleaner, sharper cheat sheet 👇 ✦ MASTER CLAUDE WITH COMMANDS ✦ Stop guessing. Start directing. If you know what to type, you control the output. 🎯 1. Start right /new → fresh chat /project → organize work /upload → add files /template → reuse structure 🧠 2. Add context (this changes everything) /focus → define goal /context → give background /examples → show expectations /constraints → set boundaries ⚙️ 3. Think better /analyze → break down problems /compare → evaluate options /recommend → get direction /brainstorm → unlock ideas ✍️ 4. Write smarter /write → generate /rewrite → improve /shorten → make concise /expand → add depth 📊 5. Structure outputs /outline → organize /bullet → simplify /table → format clearly /key-points → extract signal 💻 6. Build & debug /code → generate /debug → fix issues /explain → understand logic /refactor → clean code 📈 7. Work with data /analyze-data → insights /visualize → charts /report → summaries /forecast → predictions 🔁 8. Automate workflows /workflow → systems /automate → save time /api → connect tools /tasklist → execution 🎛️ 9. Control output /tone → voice /style → format /length → size /reset → clean slate 🔍 10. Learn faster /search → explore /research → go deep /tldr → quick summary /fact-check → verify ⚡ Power tip: AI is not about prompts anymore. It’s about systems. Use commands. Combine them. And you’ll get 10x better outputs. Save this. Use it daily. ❤️ Like 🔁 Retweet 🔖 Bookmark Follow @MeenakshiYACS for more such posts #AI #ArtificialIntelligence #GenerativeAI #CareerGrowth #Upskilling

@MeenakshiYACS Strong example of thinking in systems rather than just prompts

Most people talk about Agentic AI. Very few can actually design it. Here’s a simple cheat sheet to design + explain Agentic AI architecture 👇 🎯 Start here ➡️ Define the goal What exactly should the agent achieve? 1️⃣ Orchestration Layer ➡️ The control panel Decides flow, logic, and coordination 2️⃣ Agents Layer ➡️ The workforce Single or multi-agents handling specialized tasks 3️⃣ Tools Layer ➡️ Execution power APIs, web search, databases, external systems 4️⃣ Memory ➡️ The brain Short-term + long-term context storage 5️⃣ Monitoring ➡️ The eyes Track every step, detect issues in real time 6️⃣ Reliability & Failure ➡️ The safety net Retries, fallbacks, human-in-the-loop 7️⃣ Governance & Security ➡️ The guardrails Auth, compliance, audit, data protection 💡 Real insight: Agents alone don’t make systems powerful. Architecture does. If you can explain this simply, you’re already ahead of 90% in AI. ❤️ Like 🔁 Retweet 🔖 Bookmark Follow @MeenakshiYACS for more such posts #AI #ArtificialIntelligence #GenerativeAI #CareerGrowth #Upskilling

@Ronald_vanLoon Amazing

Most enterprise AI does not fail because the model is weak. It fails because the business context is missing. That is the real bottleneck, and it gets worse as companies move from one copilot to hundreds of autonomous agents. I unpacked this with Teresa Rojas & Tom Dejonghe from @collibra at Data Citizens on the Road in Rotterdam. Here’s the breakdown...

@MeenakshiYACS AI without structure creates noise. AI with structure creates assets.

Most people are using AI like a shortcut. The top 1% are using it like a system. That’s the difference between random posts… and consistent, high-quality content. Here’s the smarter approach 👇 1️⃣ Train AI on your voice Not generic tone—your opinions, your style, your thinking. 2️⃣ Start with clarity, not writing Define: topic, audience, outcome. Good content begins before the first word. 3️⃣ Give context, not just prompts Docs, ideas, past posts—this is what upgrades output quality. 4️⃣ Think before you write Use AI to explore angles, challenge ideas, refine direction. 5️⃣ Write in structure, not chaos Break content into hooks, sections, and flow. 6️⃣ Save what works Build your own prompt library. Reuse > restart. 7️⃣ Edit like a creator, not a machine Clarity, tone, sharpness. This is where average becomes great. 8️⃣ Turn 1 idea into 5 formats Posts → threads → reels → carousels → emails 9️⃣ Review what performs Double down on what works. Fix what doesn’t. AI won’t make you great. A system will. Use AI inside a system… and you stop chasing content- you start compounding it. ❤️ Like 🔁 Retweet 🔖 Bookmark Follow @MeenakshiYACS for more such posts #AI #ArtificialIntelligence #GenerativeAI #CareerGrowth #Upskilling

@MeenakshiYACS Prompting is not just asking questions but designing a structured input that guides reasoning step by step

Don't waste Claude's potential with weak prompts. Instead, use 1 of these 8 frameworks: Most people type a question and hope for the best. That's not prompting. That's guessing. The difference between average and elite AI output? Structure. Here are the 8 frameworks I use every single day: 1️⃣ C L A R I T Y Context → Look & Feel → Ask → Rules → Input → Target → You 2️⃣ S O C R A T E S Situation → Objective → Constraints → Role → Action → Thinking → Evaluation → Summary 3️⃣ A N T I C I P A T E Audience → Need → Task → Information → Constraints → Illustrate → Plan → Act → Test → Enhance 4️⃣ P A R T N E R Purpose → Audience → Research → Think → Narrow → Execute → Review 5️⃣ T R U S T Task → Reason → Understand → Structure → Tailor 6️⃣ R I P P L E Role → Input → Process → Points → Layout → Evaluate 7️⃣ C A T C H Context → Aim → Tone → Criteria → Help 8️⃣ M A G I C Motivation → Audience → Goal → Input → Create Once you start using these, you can't go back to random prompting. Your outputs become faster, sharper, and actually useful. ❤️ Like 🔁 Retweet 🔖 Bookmark Follow @MeenakshiYACS for more such posts #AI #ArtificialIntelligence #GenerativeAI #CareerGrowth #Upskilling DISCLAIMER- Image rights belong to the owner. Got it from an open source to download.

@Naresh_4467 Amazing

🪢 Basic Excel and advance       imp.i384100.net/o42B1O 🪢 SQL       imp.i384100.net/dOXEQj 🔗 Python        imp.i384100.net/APzG9o 🪢 R       imp.i384100.net/LKvWVM 🔗 PowerBI       imp.i384100.net/Z6kROX 🔗 Tableau       imp.i384100.net/XmPKbX 🪢 Mathematics       imp.i384100.net/nXOBGA 🔗 Probability       imp.i384100.net/6yaDOq Do follow @Naresh_4467 for more.

@MeenakshiYACS Amazing

You’re seriously underusing Claude if you’re still switching tabs all day. Go to: Settings → Connectors → Browse → Add And turn your chat into a full workspace 👇 Follow @MeenakshiYACS for more AI Posts #AI #ArtificialIntelligence #GenerativeAI #CareerGrowth #Upskilling

@shubhangi_HR_ Amazing

HOW TO USE CLAUDE IN EXCEL (Step-by-Step) 🧵 Stop writing complex formulas. Start talking to your spreadsheet. Here’s how to turn Excel into an AI-powered analyst using Claude 👇 Follow @shubhangi_HR_ for more AI Posts #AI #ArtificialIntelligence #GenerativeAI #CareerGrowth #Upskilling

@MeenakshiYACS Instead of spending hours building models people can now focus more on strategy and decisions

HOW TO USE CLAUDE IN EXCEL (Step-by-Step) 🧵 Stop writing complex formulas. Start talking to your spreadsheet. Here’s how to turn Excel into an AI-powered analyst using Claude 👇 Follow @MeenakshiYACS for more AI Posts #AI #ArtificialIntelligence #GenerativeAI #CareerGrowth #Upskilling

@GuptaCaKapil @InDMoney @ashishkashyap Amazing

We all know where to cut a loss. But ask yourself where do you protect a profit? Price climbs, risk stays where it was. Noticed this change while trading on @INDmoney Small tweak. Big difference. The market gives profits, but only structure lets you keep them @ashishkashyap

@siddhantgarg33 @IndiGo6E Cfbr

I rarely post complaints, but this needs attention. I had booked an @IndiGo6E flight from Ahmedabad to Delhi for 20th April. Unfortunately, we had to cancel it due to a sudden medical emergency — my co-passenger, Vikelp Garg, was hospitalized. In situations like these, policies should support customers, not penalize them. I am requesting IndiGo to process a FULL refund in cash instead of offering a credit shell. Emergencies are not choices. Hoping for a humane resolution. PNR - ZEY28K #CustomerExperience #Aviation #IndiGo #Refund #MedicalEmergency

@Weshallscope Amazing

If your biggest life moment doesn’t earn you a full day offline, something’s broken. We have glamorized hustle to the point where rest feels like guilt. And somehow, that’s being packaged as inspiration. We definitely don’t need stories like this. We need stories where people disappear for a week and nothing breaks.

@MeenakshiYACS Amazing

Downloaded GPT Image 2.0 on Higgsfield just to test it… Now it’s writing, planning, and doing everything faster than me At this point… I just log in to approve its work 😭

@MeenakshiYACS Amazing

Anthropic just dropped 13 FREE AI courses (with certificates). No $500 courses. Here’s the full list 👇 1. Claude 101 anthropic.com/learn/claude-1… 2. AI Fluency: Frameworks & Foundations anthropic.com/learn/ai-fluen… 3. Introduction to Agent Skills anthropic.com/learn/introduc… 4. Building with the Claude API anthropic.com/learn/claude-a… 5. Claude Code in Action anthropic.com/learn/claude-c… 6. Introduction to Model Context Protocol anthropic.com/learn/model-co… 7. MCP: Advanced Topics anthropic.com/learn/mcp-adva… 8. AI Fluency for Students anthropic.com/learn/ai-fluen… 9. AI Fluency for Educators anthropic.com/learn/ai-fluen… 10. Teaching AI Fluency anthropic.com/learn/teaching… 11. AI Fluency for Nonprofits anthropic.com/learn/ai-fluen… 12. Claude with Amazon Bedrock anthropic.com/learn/claude-a… 13. Claude with Google Vertex AI anthropic.com/learn/claude-g… If you complete even HALF of these, you’ll be ahead of most people using AI. Most won’t. Because they’re busy: • Watching random videos • Buying overpriced courses • “Learning” without building Do this instead: → Bookmark this → Start 1 course today → Share it with someone. Free. Practical. No excuses. ❤️ Like 🔁 Retweet 🔖 Bookmark Follow @MeenakshiYACS for more such posts #AI #ArtificialIntelligence #AISkills #AIAgents #RAG #LLM #PromptEngineering DISCLAIMER- Image rights belong to the owner. Got it from an open source to download.

@TheAIWorld22 Amazing

This is the missing link between Apple silicon and all that “on-device AI” talk

@Bharambe2Kiran Amazing

AI code review" actually covers two very different things right now. Some tools are review-first. Developers read the comments and iterate on them. Others exist inside agent workflows. The review posts but nobody really interacts with it. The benchmark now separates these so you can compare tools in the workflow that actually matches your team.