September 18, 2026Pratham Chauhan
Replenishment Agent in Rust
Two months ago, our supply chain manager rejected an automated restock proposal for 500 units of a high-velocity SKU. The deterministic mode...
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Pratham Chauhan
Articles by Pratham Chauhan
August 24, 2026Pratham Chauhan
Rayon in Rust: How Threading Works and When You Should Never Use It as an Accelerator
Rayon makes parallel Rust look almost too easy. You can replace .iter() with .par_iter() and suddenly use several CPU cores. That convenienc...
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August 17, 2026Pratham Chauhan
NFH Fabric: Building a Governed Beckn Infra Agent for Deployment and Management
How I evolved a natural-language infrastructure assistant into a policy-controlled NFH/Beckn Fabric SRE that can build local Docker infrastr...
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August 11, 2026Pratham Chauhan
Why Infra Automation Wasn’t Enough for Beckn Use Case Testing
I already had an Infrastructure Agent working. It could provision the Beckn foundation: registry, gateway, ONIX adapter, and cloud infrastru...
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August 7, 2026Pratham Chauhan
Building an Infrastructure Agent for Beckn Network Deployment
The first time I tried to bring up a Beckn network locally, I thought the hard part would be Docker. It was not. The containers were running...
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August 7, 2026Pratham Chauhan
Rust as a Performance Accelerator, Not a Rewrite Strategy
Introduction A rewrite is the most expensive way to discover that the database was the bottleneck. Rust usually enters the conversation afte...
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June 30, 2026Pratham Chauhan
Building a Zero-Downtime Application
Deploying software to production is easy. Deploying it without interrupting users is where things get hard. My application is a Spring Boot ...
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