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Ideas on engineering, AI and building teams that scale.

Practical, opinionated writing from our engineering leads — on GenAI in production, DevSecOps, GCC setup and the craft of building software that lasts.

Featured · GCC & Teams

How to set up a Global Capability Centre in India: a practical playbook

From first squad to full centre — the hiring, governance, security and operating decisions that make or break an offshore GCC, and how to sequence them.

UpperThrust Team · 9 min read · Jun 2026
GCC & Teams

How to set up a Global Capability Centre in India: a practical playbook

From first squad to full centre — the hiring, governance, security and operating decisions that make or break an offshore GCC, and how to sequence them.

9 min read · Jun 2026
GCC & Teams

What does it cost to set up a Global Capability Centre in India?

US dollar and AED figures, side by side — what a GCC actually costs to set up and run in India, by team size.

6 min read · Jul 2026
GCC & Teams

What is a Global Capability Centre (GCC)? A plain-English guide

GCC meaning, the different GCC models, and why US and UAE companies are building one in India — explained without the jargon.

7 min read · Jul 2026
Generative AI

RAG in production: shipping Generative AI you can trust

Grounding, evaluation and guardrails — the difference between a demo and a system you can put in front of customers.

7 min read · Jun 2026
DevSecOps

Shift-left security: making DevSecOps real, not a slogan

The pipeline patterns that catch vulnerabilities before production — without slowing your team down.

6 min read · May 2026
Product

MVP to scale without a rewrite: architecture choices that age well

The handful of early decisions that let a lean MVP grow into an enterprise platform gracefully.

8 min read · May 2026
GCC & Teams

Staff augmentation vs GCC: which offshore model fits your stage?

A decision framework for choosing between augmenting your team and building a dedicated capability centre.

6 min read · Apr 2026
Modernisation

Killing the monolith safely: incremental modernisation that ships

Why big-bang rewrites fail, and how to modernise legacy systems without downtime or drama.

7 min read · Apr 2026
Automation

Where RPA still beats AI — and where it doesn't

Choosing between deterministic automation and AI for real back-office workflows.

5 min read · Mar 2026

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