Prithwish Nath
Articles by Prithwish Nath(18)
I Built a $0 Search Engine on Real Web Data
I got tired of grepping through JSON. So I built a local search index over live Google data using Python, Typesense, and Bright Data — here's how.
Turning Google into an Explorable Knowledge Graph Using Pure k-NN
How to run k-Nearest Neighbors (KNN) over a merged, multi-query Google SERP corpus to find hidden semantic connections.
How Failing at Fantasy Baseball Made Me Fix My Cron Jobs with Temporal
Why cron jobs break under real-world conditions and how to actually fix retries, failures, and data reliability.
5 Production Stacks for Live Data Ingestion at Scale (Without Getting Blocked)
This guide shows five production-tested stacks for live data ingestion from minimal fetch + cron, up to LLM agents calling Model Context Protocol (MCP) tools.
A Practical Guide To Entity Resolution in Python (No Database, No Machine Learning)
How to normalize, dedupe, and fuzzy-match records that refer to the same real-world entity in Python, without a database or any ML pipelines.
5 MCP Servers That Can Replace Expensive SaaS Subscriptions in 2026
Cancel PhantomBuster, ZoomInfo, Ahrefs, Zapier, Otter.ai, and Mixpanel by swapping to these open-source MCP servers in Claude and Cursor.
Open-Source Devs Need To Ship Distribution, Not Just Code.
If you're an open-source dev, make sure AI agents like Cursor, Claude Code, and Codex find, understand, and invoke your tool.
Hurl vs Postman: Git-Friendly API Testing With Proxy-Aware Egress (2026)
How to replace Postman collections with plain-text Hurl files that live in Git, run in CI, and test your API’s geo behavior from any country.
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In Plain English
How to Reduce MCP Response Sizes for LLM Context Limits
Jun 25, 2026
5 MCP Servers That Can Replace Expensive SaaS Subscriptions in 2026
Jun 16, 2026
Open-Source Devs Need To Ship Distribution, Not Just Code.
Jun 12, 2026
5 Production Stacks for Live Data Ingestion at Scale (Without Getting Blocked)
Jun 1, 2026
Hurl vs Postman: Git-Friendly API Testing With Proxy-Aware Egress (2026)
Jun 1, 2026
A Practical Guide To Entity Resolution in Python (No Database, No Machine Learning)
Jun 1, 2026
Turning Google into an Explorable Knowledge Graph Using Pure k-NN
May 12, 2026
How Failing at Fantasy Baseball Made Me Fix My Cron Jobs with Temporal
May 5, 2026