Engineering &
Perspectives.

Original research, engineering deep dives, and product thinking from the desk of Anurag Wagh.

AI & Deep Tech Leaders
Jul 23, 2026

Mayura vs Sarvam-Translate: Which Indian Translation API

Picked the wrong Sarvam translation model and shipped stiff, robotic Hinglish? Here's exactly when to use Mayura vs Sarvam-Translate.

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AI & Deep Tech Leaders
Jul 23, 2026

Sarvam Saaras v3 vs Whisper vs Google STT: 2026 Benchmark

Whisper crushes English audio, then falls apart on a Hindi-English call. Here's the real WER data on Sarvam Saaras v3, Whisper, and Google STT.

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Engineering
Jul 18, 2026

API Integration Patterns Every Forward Deployed Engineer Uses

FDEs live in customer codebases fixing broken integrations under pressure. These are the API patterns you will use every week in the field.

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AI & Deep Tech Leaders
Jul 18, 2026

Sarvam-105B vs Sarvam-30B: Which Model to Use

Sarvam-105B vs Sarvam-30B: same MoE lineage, different job. Here's the architecture, benchmark, and cost breakdown to pick the right one.

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Engineering
Jul 18, 2026

How to Debug a Production Issue at a Customer Site in Under an Hour

Production is down at a customer site and all eyes are on you. Here's the exact debugging process FDEs use to diagnose and resolve issues fast.

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Engineering
Jul 17, 2026

How Forward Deployed Engineers Read a Codebase They Have Never Seen

Dropped into a customer codebase with zero context? Here's exactly how forward deployed engineers get productive in hours, not weeks.

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Engineering
Jul 17, 2026

The Technical Skills Every Forward Deployed Engineer Needs

FDEs ship at customer sites with no safety net. Here are the exact technical skills that separate forward deployed engineers who deliver from those who struggle.

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Engineering
Jul 17, 2026

How to Build an Indian Language Voiceover App Using Sarvam Bulbul v3 API

Build a regional Indian language text-to-speech app using Sarvam Bulbul v3 API. Complete guide covering secure proxy setup, Base64 audio decoding, speaker selection, and pace control.

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Engineering
Jul 17, 2026

Sarvam Mayura API Tutorial: Translate Indian Languages

Exposed your Sarvam Mayura API key in the browser? Here's the secure Node.js proxy pattern for translating Indian languages the right way, step by step.

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Engineering
Jul 17, 2026

Sarvam Saaras v3 API: Full Speech-to-Text Guide

Sarvam Saaras v3 API turns Hindi, Tamil, or Hinglish audio into English text in one call. Full Python + JS setup, modes, and pitfalls.

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Engineering
Jul 15, 2026

What a Forward Deployed Engineer Actually Does Daily

Forward Deployed Engineer sounds vague until you see the actual daily workflow. Here is what the job really looks like, hour by hour.

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AI & Deep Tech Leaders
Jul 15, 2026

Why Forward Deployed Engineers Are In Demand in 2026

Every AI company suddenly wants Forward Deployed Engineers. Here's the real infrastructure gap driving this hiring wave in 2026 โ€” not the hype version.

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