Blog

Engineering insights, architecture deep-dives, and lessons from the trenches.

Engineering
Jan 28, 20268 min read

Why We Chose Next.js 14 for Enterprise AI Dashboards

Server Components, streaming, and parallel routes changed how we think about data-heavy interfaces. Here's what we learned shipping three production dashboards.

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AI / ML
Jan 15, 202612 min read

Building Real-Time ML Pipelines with Kafka and PyTorch

How we architected a sub-100ms inference pipeline for a fintech client processing millions of transactions daily.

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Design
Dec 20, 20256 min read

The Design System That Designs Itself

We built an internal tool that auto-generates component variants from Figma tokens. Here's the architecture and the 60% time savings it delivered.

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Architecture
Dec 5, 202515 min read

From Monolith to Microservices: A Migration Playbook

Our step-by-step approach to decomposing a 500K LOC monolith into manageable, independently deployable services — without downtime.

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DevOps
Nov 18, 202510 min read

Kubernetes Cost Optimization: Lessons from 200+ Clusters

We helped a client cut their cloud bill by 40%. Here are the patterns, tools, and mindset shifts that made it possible.

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AI / ML
Nov 2, 20257 min read

Prompt Engineering is Software Engineering

Why we treat LLM prompts with the same rigor as production code — versioning, testing, monitoring, and all.

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