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Purpose Built Solutions

Platform Engineering

Digital platforms are the backbone of any modern business. It’s a crucial foundational element that sets the stage for scale and innovation. Depending on the unique needs of your business, we build or modernise digital platforms with improved resilience, high observability and scalability for peak performance.

Client Stories

Driving a 10% Production Increase: Sahaj-built Connected MES Platform Standardizes Operations for Asia’s Leading Automaker

Beyond cost savings, the platform provides complete vehicle traceability for regulatory  compliance, optimizes production sequencing, and ensures consistent quality and  efficiency through standardized workflows across all assembly lines.  Our client is an industry-leading automotive manufacturing company in Asia that manufactures  approximately one million vehicles each year. They have manufacturing and assembly lines that  are geographically spread across multiple plants in the region. Additionally, each plant is used  to manufacture different vehicle models and its variants.  Historically, they used off-the-shelf MES (Manufacturing...

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The Data Integrity Success: Migrating Springer Nature's Author Engagement to Braze

When you look at a company like Springer Nature, a global leader in academic publishing, you see a business built on connecting authors with their readers. It helps advance discoveries by publishing reliable research. But as is often the case with successful organizations, growth through mergers and acquisitions left their marketing technology in a complex state with fragmented systems. This made the simple goal of reaching the right author with the right message at the right time a significant challenge.For...

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eBPF for Developers: Observability Without Overhead

eBPF (Extended Berkeley Packet Filter) is a revolutionary technology that allows executing sandboxed programs within the Linux kernel, providing unprecedented access to low-level system events with minimal performance impact.This talk explores the inner workings of eBPF and demonstrates how it can significantly improve observability, performance tuning, and security in real-world scenarios.Practical demonstrations using a Minikube environment compare eBPF-powered load balancers with traditional ones, highlighting the differences in throughput, latency, and packet visibility.The session covers tools like bpftrace, bcc, and libbpf,...

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Blogs

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Observability for AI-Assisted Development

Developers using AI estimate they’re 24% faster. A randomised controlled trial measured them at 19% slower. That’s from METR’s 2025 study. These were experienced open-source developers working on their own codebases with tools...

AI Patterns AI/ML Coding Assistants Data Engineering Engineering Principles Platform Engineering

Karun Japhet

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The Judgement Pyramid: Reasoning vs Measurement

A team I was talking to had built a code-review skill in Claude Code. It looked good: a careful prompt, a set of rules, and examples. Then it shipped a PR with a...

AI Patterns AI/ML Code Quality Data Engineering Engineering Principles Platform Engineering

Karun Japhet

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The Unix Philosophy for Agentic Coding

Most people use AI coding agents backwards. They hand the agent a problem and ask it to solve the whole thing. The agent reads, reasons, generates, and hopes for the best. There’s a...

AI Patterns AI/ML Coding Assistants Data Engineering Platform Engineering

Karun Japhet

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