Insights

Notes from the engineering floor.

Deep-dives, post-mortems and patterns from our practice leads — written for technical decision makers.

AIMay 12, 2026· 9 min

Productionizing RAG: lessons from 60 enterprise deployments

What separates a demo from a system you can stake the business on.

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QAApr 28, 2026· 7 min

Shift-left at scale: a regression strategy for monorepos

Test-impact analysis, sharded execution, and how we cut a 14-day cycle to 36 hours.

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JavaApr 15, 2026· 11 min

Spring Boot 4 and Project Loom: real numbers from production

Virtual threads under a 50k RPS workload — what changed, what didn't.

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.NETMar 30, 2026· 8 min

Strangler-fig done right: modernizing a 15-year monolith

A pattern playbook for zero-downtime cutover on Azure.

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CloudMar 18, 2026· 6 min

FinOps for engineering leaders: cutting cloud spend without slowing teams

The four levers that account for 80% of typical waste.

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DevOpsMar 02, 2026· 5 min

DORA metrics aren't enough — what we measure instead

A pragmatic dashboard for senior engineering leadership.

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