Magizhmaran

@AlfieJCarter Cowork

Most Claude setups are a fucked. Files everywhere. Output in random folders. Generic responses because context resets every session. I've been testing a client delivery system for GTM agencies over the past few months. Same problems kept showing up: - Raw files scattered with no system - Prompts producing generic output because context is missing - Hours rebuilding the same instructions every session - No way to run multi-client analysis without doing it one by one So I built a full system around it. Here's what's inside: → A /Claude-Work folder structure (Inbox, Processed, Outputs, Reference) with exact rules for each → A Prime Directive Prompt you paste at session start to lock Claude into your workflow → The CCO Framework (Context, Constraints, Output) for senior-level output every time → A Campaign Analyst workflow - sub-agents analyzing multiple client accounts simultaneously → A Client Report Creator - real .xlsx, .pptx, and .docx files with working formulas → A Competitive Intelligence workflow - live pricing page scans turned into gap analysis decks Drop in raw campaign CSVs. Walk away. Come back to finished client reports. Just a folder and a prompt. Reply COWORK and I'll send it over. (Works for solo consultants running client work too not just agency teams)

@zackbshapiro @HDanielSmith2 @claudeai In this context, which is considered safer, uploading doc on claude chat ( without redaction) or use claude in word? Or is there no difference whatsoever?

@HDanielSmith2 @claudeai Do they say that?

FWIW, this is not my preferred way to use Word with @claudeai . Much prefer to hand the word doc over describe what I want in speech or text, and then receive beautifully-formatted results back without my having to open the word doc until the final quality check.

@smitadeshmukh @TVMohandasPai Is POSH committee a must in LLPs?

35 years of experience teaches you one thing: In India, most HR departments aren't there to protect employees, they are there to protect the Management from the employees. ​The latest from the Nashik BPO scandal is a perfect case study. The firm’s HR manager has just been arrested by the SIT. ​Why? Because she allegedly: Ignored emails reporting sexual harassment. Told victims that abuse is common in MNC culture. Advised women to stay cool while 6 team leaders allegedly ran a predatory racket. ​This is TCS - India's biggest MNC ecosystem. If this chalta hai attitude is the standard at the top, imagine the horror in the smaller firms. When you see a He/Him or She/Her in an HR head profile, take it as a signal. Often, the louder the feminist or progressive labels, the lower the actual empathy in the office. ​​The Nashik Police and the SIT are doing a commendable job. The media is needs to report this case with a professional, factual lens rather than a secular filter that often obscures the truth of religious coercion. ​Let this be a final wake-up call for Corporate India: Internal Complaints Committees (ICC) under the POSH Act are a legal mandate, not a suggestion. As more women enter the workforce, the era of HR being a management puppet must end.

@VedntPurnik1 @GabbbarSingh 1st one is good?

@GabbbarSingh Mamla Legal hai Season 2 , Go watch it , It will refresh your mood .

Long time nothing good on OTT? Is there some movie/series you recommend? Even older ones are fine.

@Yash912 Amazing insights. Thank you.

Everyone in India thinks AI robocalling means a robotic voice saying "Sir, would you like a personal loan?" or maybe even "Main Arvind Kejriwal bol raha hoon" if you live in Delhi. And then you hanging up in 3 seconds. That was in the past. It is not what is happening in 2026. Let me tell you what happened when we tried it. March 2025. We decided to test AI voice calling at Skill Arbitrage. We had a sales team making calls. Good people. Trained well. But we were capped. 80 to 100 calls per person per day. We needed to reach 30,000 leads a month. The math did not work with humans alone. So we called one of the top AI calling companies. They set it up in a week. We gave them the script. The objection handling. The FAQs. The customer database. They said "leave it to us." First batch of calls went out. Disaster. The AI sounded perfect. Too perfect. Crystal clear voice. Flawless Hindi. No pauses. No breathing. No background noise. Like talking to a newsreader on Doordarshan. People hung up. Not because they thought it was a robot. Because something felt off. They could not explain it. They just did not trust the voice. Our conversion rate was worse than our worst human caller. We almost killed the project. Then someone on our team had an idea. What if we made the voice worse on purpose? We added a tiny bit of background noise. The kind you hear when someone is calling from an office with other people around. We added small pauses before answers, the way a real person takes a second to think. We made the voice slightly less polished. Not robotic. Just human. Conversion went up 40%. That was the first lesson. Humans do not trust perfection on a phone call. A voice that is too smooth triggers the same instinct as a salesperson who is too polished. You want to leave the showroom. A little imperfection signals "real person." Even when the listener probably knows it is not. Then the second surprise. We expected massive hangup rates. Everyone told us "Indians will not talk to robots." We braced for 30, maybe 40% dropping the call immediately. 6% hung up. 94% engaged normally. They answered questions. Confirmed details. Booked appointments. Made decisions. 94 out of 100 people did not care that the voice was artificial. They cared that the call was relevant and respected their time. A bored human reading the same script for the 80th time that day was actually less engaging than a well-designed AI call. Then the third discovery. This is the one that changed how I think about AI calling entirely. Our human QA team could review maybe 30 calls a day out of the thousands being made. They would catch a problem, coach a caller, and hope the fix would spread to the rest of the team by next week. With the AI, we could audit every single call. Every word. Every response. Every point where the conversation broke down. We would find a pattern. "When the lead says 'I already looked into this,' the AI gives a generic response and loses them." We would rewrite that one response. Deploy it. Within an hour it was live on every call. Five improvement cycles in a day. Our human team used to do five in a quarter. By the second month our AI caller was outperforming our best human salesperson on the metrics that mattered. Not because it started better. Because it improved 100x faster. We started with a system that was honestly embarrassing. We iterated it 50 times in 30 days. Nobody who heard it in month two would believe it was the same system. Now here is the part I wish someone had told us before we started. The technology is cheap. Bolna, Vapi, Bland, Exotel. Rs 1 to Rs 5 per minute. A 2-minute call costs less than Rs 10. Compare that to a human caller at Rs 20,000 a month making 80 calls a day. Any vendor can set it up in a week. That is not where the money is won or lost. We went through three vendors before we figured out the real problem. Every time we gave a vendor our process and said "build it," we got a technically functional system that produced mediocre results. The calls connected. The voice worked. The script played out. But nothing converted. Because the vendor did not know our business. What does the AI say when someone asks "how is this different from that other course I saw on Instagram?" That is not in any FAQ document. That is business judgment. When does the AI push and when does it back off? When someone says "call me later," do you call them later or is that a polite rejection? If they say "I need to ask my husband," do you offer to call back when he is available or do you handle the objection now? When the lead switches from Hindi to English mid-sentence, how does the AI respond? In Hindi? In English? In Hinglish? The answer depends on what that switch signals about the caller's comfort level. No vendor can figure this out for you. These are not technology problems. They are sales judgment calls that only someone inside your business can make. Every company I have seen get extraordinary results from AI calling has one thing in common. Not a better vendor. Not a more expensive platform. They have one person on their own team who owns the prompt. This person listens to 50 calls a day. Spots where conversations break. Rewrites the response. Tests it. Listens again. They are not an AI engineer. They are someone who understands the customer and knows what a good sales conversation sounds like. This person is the difference between AI calling that produces mediocre results and AI calling that makes your competitors wonder what you are doing differently. You would never hand a telemarketing agency a one-page brief and expect them to figure out your pitch. You would train them. Listen to their calls. Coach them weekly. AI calling is the same. Except the coaching is editing a prompt and the improvement deploys in seconds instead of weeks. We call over 30,000 leads a month now. We deployed AI for onboarding too. It moved our key metrics in ways I did not think were possible 18 months ago. But the reason it works is not the AI. It is the person on our team who has been shaping it every single day since we started.

@SahilKapoor Unbelievable Sir 🫡

Morning 10km run 112 pullups 300 pushups 500 squats Done ✔️

@aakashgupta hi. Need to DM you.

@yeggiiyer @GabbbarSingh Thank you !

@El_saaaad @GabbbarSingh Remember that none of these devices are medical grade for any metrics. But they are extremely good to track progress. That’s what I use them for. I don’t let the numbers bother me but use them as an indicator of progress.

5 days of wearing the WHOOP band. Initial reactions: 1) It’s very convenient to wear, it has no display, I have never taken it off, except for bathing. I hate wrist watches, yet this doesn’t bother even during sleeping. 2) It takes its own time. Doesn’t give you anything meaningful for the first 7 days. It calibrates. Notices trend. Sleep monitoring is good. 3) It’s expensive. People pay for accuracy of data + brand. (All cricket players wear it). It does get noticed in public, given Apple Watches have been commoditised. 4) Is it worth? Debatable. Most people (non athletes) need a marker of health, kind of a reassurance, that they are doing fine. And to push them do be disciplined. All this measurement, without paranoia, and without wearing a brick on your wrist. If anything else can give u this at a lesser cost, go for it.

@TahirShah687 @pavanshaswat1 @AsYouNotWish If Pakistan had indeed played a pivotal role in bringing peace, it deserves appreciation. However, the lingering doubt remains whether the entire development was orchestrated by the Trump administration, with Pakistan being a mere puppet.

@pavanshaswat1 @AsYouNotWish No matter whoever is doing this but peace must be prevailed

A million points to the Modi government for staying out of the Middle East circus, especially when anyone with a basic map and a working brain knows this war was never going anywhere. This was not 1973. This was a volatile mix of Israel’s security impulses, Iran’s pride, and Trump’s need for a quick, dramatic closure. Any ceasefire here is not a peace deal; it is a pause button. Pakistan stepped in because it had nothing to lose and everything to advertise. But this will boomerang brutally for Pakistan sooner than it expects. By inserting itself directly into the equation, Pakistan has placed Asim Munir in direct contact with Trump’s circle. And everyone knows how Trump’s friendships end: you are useful until you are blamed. Today you are a bridge, tomorrow you are the scapegoat, and the day after that you are sanctioned, humiliated, or discarded. The recent conflict also tells us that history is brutal on countries that become Washington’s errand boys in West Asian crises. Once you are inside the room, you also inherit the fallout. When the truce collapses, and it definitely will, Pakistan will not be applauded as a peacemaker. It will be held responsible as the guarantor who failed. Mediation is cheap when your standing is already discounted. Look at the ceasefire announcement by Pakistan PM Shehbaz Sharif; it itself looked like it was drafted in Washington and forwarded to Islamabad for posting. India, meanwhile, did the only sensible thing. It refused to wedge itself between four volatile actors, Israel, Iran, the US, and their respective domestic compulsions, where every ceasefire comes with invisible clauses and future liabilities. The Indian opposition calling this a setback is childish. They would do exactly the same if they were in power. In real diplomacy, the smartest move is often to not chase a photo-op that will most likely explode into a hostage situation.

@MarioNawfal Hahahahaha....such remarkable facts about the great nation Pakistan!

🇵🇰 Why is Pakistan the main broker in US-Iran negotiations tonight? Simply: - It has workable ties with both Washington and Tehran (unlike most Gulf states right now) - It shares a direct border with Iran, giving it unique access and skin in the game - Its powerful army chief (Asim Munir) has been burning the phones overnight with JD Vance, US envoys, and Iranian officials - Pakistan proposed the current two-phase ceasefire framework (“Islamabad Accord”) In a region where almost everyone is either at war or under fire, Pakistan is one of the few countries that can still talk to everybody. It has leveraged that rare position to step into the mediator role, protecting its own economy and security while boosting its global relevance. Islamabad just put itself back on the big diplomatic map.

@yeggiiyer @GabbbarSingh Which health ring would you recommend? Say within 10-15k.

@GabbbarSingh Polar has one. So does Amazfit. Most smart rings can give you same data. Apple Watch and these bands are not really comparable as the Watch is a more general purpose OS. As you said, the Whoop costs a pretty penny.

@janwhyy @simranrambles Oh. So the idea here is to arrest the bodily odors. That's all, is it?

@El_saaaad @simranrambles it's fragrance free actually

I bought “phitku” for ₹700 because I kept seeing it everywhere, and the Gen Z branding and convenience got me. I showed it to my mom, and she just looked at it and said, " Your nanu used this 20 years ago, it’s literally phitkari" and honestly it’s still the best personal care product I’ve ever used. I’ve tried expensive perfumes, deodorants, all the clinical stuff and nothing has worked for sweat and odour like this one weird crystal my nanu used after shaving same exact thing we’ve had forever, just packaged better and sold back to us at 50x which also means the branding worked perfectly, kudos to the team, really!

@janwhyy @simranrambles Turmeric, aloe scents don't seem inviting for a deo brand....!

@simranrambles It actually works!!

@mukutwts @bluewmist Amazing! Thank you

@El_saaaad @bluewmist unlimited

What free software is so good you can't believe it's free?

@mukutwts @bluewmist Was asking if the link provided by you would restrict the total length of the youtube video that can be transcribed. Or is it unlimited.

@El_saaaad @bluewmist what do you mean, do let me know I'll add it

@prasannavishy @sunda_m It is all there. No room for any interpretations or inferences. he's never mustered the courage. And his luck is such that people still believe he matters in the world of politics! Starts! Had any other actor done this drama from 96 till now, everyday would have been a meme fest!

@sunda_m Sir - No inherent dislike for anyone but dislike only for actions 😄

May be uncomfortable truth for many, but Rajini must be seething inside, watching the kind of frenzied support Vijay is receiving. Despite TVK being a frivolous force in terms of ideas to govern, Vijay did take the plunge at the peak of his career and appears to be bankrolling his political journey with his own wealth. These are things Rajini never had the courage to do.

His name was Manjunath Shanmugam. He was an IIM Lucknow graduate. He got a job with Indian Oil Corporation as a sales officer. His territory was Uttar Pradesh. He found that petrol pump dealers were adulterating fuel and cheating customers. He reported it. He sealed the pumps. On November 19 2005 a petrol pump owner shot him dead outside his office. He was 27 years old. The killers were convicted. Sentenced to life imprisonment. His parents did not get compensation for 15 years. His college created the Manjunath Shanmugam Trust in his name to fight corruption. Some men die because they refused to look the other way. India forgets them too quickly.

@mukutwts @bluewmist That's amazing...was looking for something like this. Is there no minute restriction on this site?

@bluewmist getyoutubetext.com > shareable transcripts links > auto scroll youtube transcripts > various export options > yet no ads

@BoucherNicolas Vault

Become better than 95% using my AI Finance Vault 👉 Comment "Vault" and I will send everything to you for free (+ your invite to my AI Finance Masterclass) I am limiting this to the first 100 comments, so be quick. Reposting this increases your chances of getting it. I've trained 10,000+ finance professionals across companies like Mercedes-Benz, KPMG, and Rakuten. The biggest gap I see every time? Finance pros have the ambition to use AI. They just don't have the right resources to start. So I put 6 of my best resources into one vault and I'm giving it away for free. Here's what's inside: 📘 AI-Powered CFO Playbook → How to run your finance function with AI from day one 📗 The Finance Collection (2026 version) → Templates, cheat sheets, guides, and checklists in one pack 📙 17 AI for Finance Resources (2026 version) → Excel AI Agent Mode, financial models, ChatGPT for FP&A, AI in Accounting 📒 The 30-Day AI Finance Playbook → A structured path to becoming AI-first in 30 days 📕 Claude Finance Playbook → Practical ways to use Claude for real finance work today 📓 100 Tips for AI in Finance → The practical guide to using AI across your entire finance role This vault is worth $1,000+ in saved training time. I've seen CFOs and FP&A managers spend weeks trying to figure this out on their own. This shortcut didn't exist when I started. Now it does. 👉 Comment "Vault" to get all 6 resources sent directly to you. ♻️ Repost to increase your chance of getting the download link.

@sandeep_PT @kaul_vivek With the killing of the leaders and destruction of vital infrastructure, will Iran be able to recover fast?

By all accounts ... Trump went all guns blazing into the Iran War, convinced by Netanyahu it'd be a 100-125 hour-long affair. But it was not. Iran stood, and countered hard. Trump had no plan - military or financial - to withstand this backlash on a day-to-day basis. He tried to improvise, but since there was zero planning nothing worked. Allies of the US, humiliated constantly over past 1 year, decided to pay back in same coin. No one turned up to free the Strait of Hormuz. Every passing day, Iran lost more leaders (killed), and gained more resilience and conviction. We saw it happen with our eyes in past 30 days. Trump thought they'll eventually come to the table, as his life's experience taught him, but he had never ever dealt with a Civilization adversary till date. His only adversaries were businessmen, opportunistic politicians and scared underlings. Trump's mind cannot process the truth that an adversary can fight for dignity and martyrdom, and not money, or even the right to be alive. His victories till date were tactical, not civilizational ones. This is first such encounter. Hence, TACO. (most likely) Now Iran is minting strategic and financial gains every hour from the geographical lottery it enjoys, even as Trump prepares to pack up and leave (latest reports). He still might throw a few tens of thousands troops into the meat-grinder (utterly futile), and then leave in 15-30 days. Outcomes won't be any different. Trump cannot withstand the market bloodbath as it happens now. Neither can the rest of the world. We are witnessing the birth of a new world order in real time. * US no longer a global hegemon * Iran breaks free from strategic chains * Middle-east needs to find a new anchor, fast * Russia and China make merry as power rebalances * All those in US-Israeli camp need to re-assess priorities What happens to the markets, BTW? If things cool down right now, then 6 months for markets to revert to January 2026 situation. If Iran chokehold continues another 3 months, a big recession. If nothing resolves in 6-9 months, good bye world economy. Praying and hoping it is resolved right away. Our futures are linked to peace. Globalization is linked to peace. #IranWar #DonaldTrump #StrategicDefeat