Insights from the field.
Practitioner perspective from senior engineers shipping AI products, 30-day MVPs, and growth programs that compound.
Earlier writing from the team.
StrategyPunjab GCC Policy Incentives: A Buyer's Guide
Fri, Sep 25, 20269 min read
A practical guide to Punjab's GCC policy incentives: the Rs 7,500/employee subsidy, rental and capital support, and the arithmetic for a 50-person centre.
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AI EngineeringThe Future of RAG in AI: Dead or Evolving?
Fri, Sep 25, 202610 min read
Is RAG dead? See where the future of RAG in AI is heading, how agentic RAG and long-context models compare, and how to evaluate your architecture.
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StrategyIs Chandigarh Tier 1 or Tier 2? GCC View
Thu, Sep 24, 20268 min read
Chandigarh tricity is counted as a tier-2 GCC hub. See what that means for cost, attrition and talent, with EY data and Punjab's incentive package.
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ProductProof of Concept (Deutsch): Definition & Ablauf
Thu, Sep 24, 20267 min read
Proof of Concept auf Deutsch erklärt: Definition, Bedeutung, Ablauf und Abgrenzung zu Prototyp und MVP, mit Beispielen für Software- und KI-Projekte.
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StrategySetting Up a GCC in Chandigarh: 2026 Guide
Wed, Sep 23, 20269 min read
A practitioner's guide to a GCC in Chandigarh: Mohali's talent, tech parks, cost, incentives and how to evaluate the location.
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StrategyOffshore Development Center vs GCC vs BOT, Compared
Tue, Sep 22, 20267 min read
An offshore development center, a GCC and a BOT model differ on ownership, control and exit. Compare them honestly before choosing.
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StrategyHow to Hire Dedicated Developers Without the Guesswork
Tue, Sep 22, 20268 min read
A practitioner's guide to hiring dedicated developers: costs, vetting, engagement models, and the failure modes most guides skip.
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AI EngineeringChatGPT vs Claude: What GPT-6 Astra Changes in 2026
Tue, Sep 22, 20267 min read
OpenAI's GPT-6 Astra raises the bar for agentic work. See how ChatGPT vs Claude compares on coding, agents, API access, and data handling.
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StrategyWhat Is an Offshore Development Center? ODC Model Explained
Mon, Sep 21, 20269 min read
What is an offshore development center? How the ODC model works, who owns the IP, what it costs, and how it differs from a captive GCC.
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