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livemint.com / 3 months ago
livemint.com / 3 months ago
livemint.com / 3 months ago
livemint.com / 3 months ago
Mint Explainer: Is the hype around vibe coding justified?
Subscribe to enjoy similar stories. Vibe coding has triggered a fundraising frenzy in India and the US over the past six months. Startups have been raking in large cheques, some at valuations in the billions.
One of these was vibe coding platform Emergent, based in India and the US, which raised $70 million in a funding round led by Khosla Ventures and SoftBank Vision Fund 2 on 20 January. Barely four months ago it raised a $23 million Series A funding from investors such as Lightspeed Venture Partners, Prosus, Together Fund and Y Combinator. However, difficult questions loom just beyond this hype: Is the excitement among investors and founders justified? Will vibe coding fundamentally change how code is written and startups are built? What are the limitations and potential pitfalls of vibe coding? Mint explains.
At its simplest, vibe coding is an AI-driven approach to software development that prioritizes high-level intent over technical syntax. It shifts the focus from how to write a program to what the program should actually do. Instead of requiring years of training in specific programming languages, a ‘vibe coder’ uses natural language to describe a desired product or feature.
An AI agent then translates that description into a functional codebase, handling everything from the user interface to the backend logic. Fundamentally, vibe coding lowers the bar for quickly creating new software. The AI is able to simplify workflows, generate working code and let users tweak things on the fly, or at least that’s what vibe coding startups say their technology can do.
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Subscribe to enjoy similar stories.Pain is invisible; the sufferer has to make noise for it to be acknowledged, treated or accepted. Mumbai-based artist Koshy Brahmatmaj, 34, lives with chronic endometriosis, a painful condition that afflicts millions of women around the world.
21.05 / 10:17
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markets
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21.05 / 09:47
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Secured credit cards: Unlocking credit and building a credit score for millions
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Forensic audits support corporate-fraud probes and IBC cases but still lack enforceable standards
Subscribe to enjoy similar stories.Forensic audits have gained significance in today’s world of business as they serve as a useful tool for commercial lenders to investigate fraud by borrowers and/or identify other deep-seated financial irregularities. Forensic auditors are also employed by resolution professionals to report on preferential, undervalued, fraudulent and extortionate (‘PUFE’) transactions for adjudication under India’s Insolvency and Bankruptcy Code (IBC). While there is no single universal definition, several globally recognized organizations have provided widely accepted definitions (and norms) of forensic auditing.
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Subscribe to enjoy similar stories.MUMBAI: India’s listed electronics manufacturers are under pressure to defend profitability as the mobile-phone assembly boom slows, prompting a shift towards higher-value industrial electronics.Investors remained jittery through the last fiscal, driven by concerns that slowing consumer sentiment could weigh on the rapid growth that electronics manufacturing services (EMS) firms have delivered so far.In an interview with Mint, Jasbir Singh Gujral, managing director of Syrma SGS Technology Ltd, India’s second-largest listed EMS firm, said, “We’re increasingly looking to capture a larger chunk of contracts from defence, aerospace and med-tech verticals, all of which represent opportunities for original design manufacturing, and also bring significantly higher margins. We’ve already started this transition, and we plan to do more of it this fiscal.”Beyond mobile phones and laptops, EMS firms are expanding into smart metres for electricity boards, aerospace and defence subsystems, railway safety instrumentation, printed circuit boards and display assemblies, and medical devices deployed in hospitals.India’s annual mobile phone shipments have remained subdued since the covid-19 pandemic, with industry estimates pointing to a single-digit decline this calendar year from 152 million smartphones shipped last year.The margin pressure driving this shift is increasingly visible.In FY26, Syrma SGS reported an operating margin of 7.1%, up 2.3 percentage points.
