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.
AI EngineeringBest AI Apps for Android 2026: 9 Worth Installing
Mon, Oct 12, 20268 min read
The best AI apps for Android 2026, picked by a team that builds them: assistants, research tools and what the weekly model churn means for your own app.
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StrategyAI Integration Cost: A Budget Model to Copy
Mon, Oct 12, 20268 min read
AI integration cost for mid-market teams: a copyable budget model that separates build from run-rate, with token, eval and people costs and three worked budgets.
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StrategyWhite Label Development Partner: Structure It Right
Mon, Oct 12, 20268 min read
How agencies should structure a white label development partner deal: NDAs, pricing models, client contact, QA gates, capacity and a two-week onboarding.
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StrategyBest AI Consulting Firms 2026: 7 Tests to Run
Mon, Oct 12, 20267 min read
How to shortlist the best AI consulting firms 2026 offers, using seven tests drawn from this month's LLM news on pricing, model churn and agent security.
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ProductMVP Development Cost: $15k vs $40k vs $80k
Fri, Oct 09, 20268 min read
MVP development cost explained by budget band: what $15k, $40k and $80k buy, what no budget covers, and which features to cut first.
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EngineeringFix a Vibe Coded Application: 22 Checks
Fri, Oct 09, 20269 min read
How to fix a vibe coded application for production: a 22-point checklist covering security, tests, dependencies, licences and deploys, plus keep-or-replace rules.
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StrategyConversational AI Consulting in the LLM Race
Fri, Oct 09, 20267 min read
How conversational AI consulting helps enterprises choose an LLM, ground it in company data, and ship it with evaluation and governance.
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StrategyChandigarh IT Talent Pool: A Candid Guide
Thu, Oct 08, 20269 min read
A candid guide to the Chandigarh IT talent pool: graduate supply, deep and thin skills, ramp times and pay relative to Bengaluru, from a Mohali studio.
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AI EngineeringBest LLM for Enterprise: A Routing Guide
Thu, Oct 08, 20267 min read
Which LLM to use for each enterprise task: an enterprise LLM comparison by cost, latency, context and compliance, plus a routing design that avoids lock-in.
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