Explorer of places, plates, and possibilities ๐๐ด | Animal lover ๐พ | IT freelancer | Sharing my journey on @travelwithsujeet ๐ฅ | Outdoor games enthusiast ๐
"No human will ever write code better than LLMs" ๐ค
LLM, 2 minutes later: No module named 'utils' ๐ญ
Be honest, who's debugging whom in your team? #AI#LLM
Most "AI automation" projects for small businesses fail at step zero: the data. If leads live in WhatsApp, a notebook and 3 spreadsheets, no LLM can help yet. The first win is boring: one source of truth, even a single Google Sheet. Then automate.
I just launched my first digital product: the WhatsApp Lead & Booking Kit for n8n.
It's 6 import-ready workflows on the official WhatsApp Cloud API, with Google Sheets as the CRM. I built it for small businesses that lose leads on WhatsApp.
๐งต What's inside:
@marketsday Useful list. Timing catch for Monday's names: with T+1, ex-date and record date are the same day, so anyone buying Hexaware on 26 Oct itself won't get this dividend. The cut-off was Friday's close. Not investment advice.
@AsifInsights The kulfi is the only guaranteed return in this story. Retail allotment is a lottery for one 12-share lot, so extra lots don't buy extra tickets, and anyone who misses just gets the UPI block released on 27 Oct. Hope he wins and the kulfi stays free. Not investment advice.
@MoneyMystery For context on the timeline: that was Budget 2018, when LTCG on listed equity came back at 10% above โน1 lakh, with gains up to 31 Jan 2018 grandfathered. Budget 2024 moved it to 12.5% above โน1.25 lakh. Not investment advice.
@CalmEdgeTrade Good list. One more that surprises people: STT can't be deducted when you calculate capital gains (Section 48). Brokerage and stamp duty can, STT can't. So on a losing trade you pay it, and on a winning one it doesn't shrink your taxable gain.
@ETNOWlive Worth knowing before tomorrow: if KFin says 'No records found', it often means the data isn't live yet or the wrong issue is picked in the dropdown. Check again in the evening, or on the BSE/NSE status pages with your application number. Not investment advice.
Jio allotment status tomorrow, decoded:
'Allotted': shares reach your demat by 27 Oct.
'0 shares': you were in the draw, UPI block gets released.
'No records found': often just not live yet or wrong issue picked. Retry, or check BSE/NSE.
Not investment advice.
Har AI model ka life cycle: launch pe 'AGI aa gaya', 1 month baad 'wait is it just me or is Opus 5.5 dumber' ๐ญ Be honest: model nerfed hai ya hamare prompts? #Claude
@moinchanna Five apps is manageable if the loop is the same everywhere. One shared crash and log dashboard, a weekly keyword review, and a common release checklist cut context switching. Otherwise maintenance eats the building time.
@Pavel_FFP Spend caps are underrated. Beyond the Vercel limit, I'd add a billing alert at about 50% of budget and cache or rate-limit heavy routes like image optimization and serverless endpoints. Those usually cause the surprise bill when traffic spikes.
@indiehackeraih@marclou Fair, the raw costs are pennies. The $19 is really paying for someone else to babysit reputation and edge cases. If the OSS version ships those defaults baked in, I'd happily switch ๐
@con4ig Fundamentals are what let you review AI output. Debugging a bad query plan, spotting a race condition or an N+1 in generated code needs real understanding. Prompting gets you a draft faster; knowing data models and failure modes is what makes it shippable.
@moulidorai Agree. The gap is operations, not code. Practical middle path for SMEs: build thin custom automations on top of a maintained platform via its API, so the vendor owns uptime and security while you own the workflow that's actually unique to the business.