llms.txt in 2026: Does It Actually Help SEO or AI Search?
If you work in SEO, GEO, or AI search optimization, you have probably seen the same recommendation repeatedly: “Add an llms.txt file to your website so AI can understand it.”…
Technical GEO Audit: How to Make Your Website Discoverable by AI Search
Search is no longer only about getting ten blue links. People are increasingly discovering websites through experiences such as: This has created a new question for website owners: Can AI…
Prompt Engineering for Structured JSON Output: Patterns That Don’t Break
AI-generated text is useful when a person will read it. AI-generated JSON is useful when software needs to act on it. That distinction changes everything. A chatbot can tolerate an…
How to Handle Timezones in a Booking System: The Architecture That Survives DST
Subtitle: The three-clock model I used to build a production scheduling platform across countries, vendors, and daylight saving time — and how to apply it to your own system. Introduction…
The Indian Address Problem: Turning opposite community centre, gali no 3, uttam nagar, delhi Into a Precise Doorstep Pin
Feed that address into almost any geocoding API built for the Western world and watch it struggle. There’s no street number to anchor on, no clean locality field, and the…
AddressFix: Clean Messy Indian Addresses with Mappls
Indian ecommerce does not fail only because of ads, pricing, product quality, or checkout design. Sometimes it fails because of one simple line: near hanuman mandir, gali no 3, opposite…
Delhivery Maps + Naksha LLM: A Deep Dive Into India’s First Delivery-Trained Mapping Stack
Every developer who has built for the Indian market knows this problem: our addresses break geocoders. “Near Lajpat Nagar Metro, behind Central Market, gali no 4, Delhi” is crystal clear…
Why I Picked Sarvam Vision Over OpenAI for DocuBharat
In February, I attended the India AI Impact Summit in Delhi. Three days of policy talks, vendor pitches, and a lot of conversation about whether Indian AI companies could compete…
3 Database Mistakes I Made Building a Multi-Tenant SaaS in MongoDB
I spent the last ten months as the lead engineer on a multi-tenant booking SaaS. Node.js, Mongoose, MongoDB Atlas, deployed on Cloud Run. The product is live with real tenants…
Laravel 13: When to Upgrade and What’s Actually Worth It
A working developer’s decision framework — six weeks after release. TL;DR Support Timeline (the only table that matters) Version PHP Released Bug fixes until Security until 11 8.2–8.4 Mar 12,…