Browse blog posts by month

2026

February 2026

Why I Prefer MongoDB For AI Applications

Why I Prefer MongoDB For AI Applications

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Tech Programming Ai Databases
I use MongoDB as the primary database for AI-powered products like DocRouter.AI and SigAgent.AI. This post explains how it’s implemented—migrations, vector search, and knowledge bases—and why I pre...

2025

December 2025

November 2025

The 'One Codebase, Many Products' Playbook

The 'One Codebase, Many Products' Playbook

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Ai Webdev Programming
In the AI era, velocity matters. Building each AI product from scratch—authentication, billing, observability, LLM routing—takes months. What if you could reuse the same codebase for multiple produ...

October 2025

How We Integrated Stripe Into DocRouter.AI

How We Integrated Stripe Into DocRouter.AI

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Tech Programming Ai Tutorials
At DocRouter.AI, we build an AI app for processing documents using LLMs. As our user base grew, we needed a reliable way to handle billing for self-serve customers. This post explains our Stripe in...
How To Train Your AI Agent

How To Train Your AI Agent

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Ai Programming Tutorials
Developing an AI agent comes down to a number of intertwined yet distinct challenges: Create the runtime infrastructure for the agent itself Add tools for the task Planning: Making agent tac...

September 2025

August 2025

Build Your Company Website with Analytiq Pages

Build Your Company Website with Analytiq Pages

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Webdev Jekyll Tailwind Github-pages Company-website
Setting up a professional company website shouldn’t require a team of developers or expensive hosting solutions. Analytiq Pages is our streamlined approach to building beautiful, fast company websi...

July 2025

DocRouter.AI: Adventures in CSS and AI Coding

DocRouter.AI: Adventures in CSS and AI Coding

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Ai Programming Tech Reviews
DocRouter.AI transforms messy, multi-layout business documents into clean, structured data using large language models (LLMs) and schema-driven orchestration. We focus on regulated industries like ...

2024

October 2024

Background Jobs for FastAPI

Background Jobs for FastAPI

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Ai Programming Tech Reviews
I needed my FastAPI backend to spawn background jobs, for example, to run Optical Character Recognition (OCR), Named Entity Recognition (NER), or Large Language Model (LLM) orchestration. The FastA...

September 2024

My notes from HackMIT '24

My notes from HackMIT '24

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Ai Programming Tech Reviews
About 120 teams of 3-5 undergrad students compete for 24 hours to build projects. This year, the tracks were Sustainability, Education, Interactive Media, and Healthcare. A number of companies...