AIHow long does it take to build an AI chatbot?
How long it takes to create, develop, or train a chatbot: 1–2 weeks for a prototype, 4–6 weeks for a production RAG assistant, 8–10+ for multi-system bots.
Bilal Khursheed7 min read
Blog
Blog, page 3
Practical guides on building software and AI products.
Articles
- AI
Business12 questions to ask before hiring a software development agency
The 12 questions that separate agencies that ship from agencies that bill — what good answers sound like, and the red flags founders miss until it's too late.
Bilal Khursheed5 min read
WebSupabase vs Firebase: which backend should your app use?
What Supabase is, when to use it, and how it compares to Firebase: Postgres vs Firestore, auth, realtime, self-hosting, and lock-in for your next app.
Bilal Khursheed4 min read
MobileWeb app, mobile app, or PWA: which should you build first?
Web app vs native mobile vs PWA compared: reach, install, offline, device APIs, push and app store review, plus current iPhone PWA support and how to choose.
Bilal Khursheed8 min read
AIPrompt engineering vs fine-tuning vs RAG: which do you need?
Prompt engineering vs fine-tuning vs RAG: a decision table of what each changes, its cost and build time, when each fits, and how to combine them.
Bilal Khursheed8 min read
AIHow to estimate and cut your LLM API costs
How to estimate and cut LLM API costs: token pricing, a worked monthly estimate, and a table of savings from caching, routing, batching and trimming.
Bilal Khursheed8 min read
WebAnswer Engine Optimization (AEO): how to get cited by AI search
AEO explained: how to structure content and pages so ChatGPT, Perplexity, and Google AI Overviews cite you. Direct answers, structured data, crawlable HTML.
Bilal Khursheed4 min read
SaaSPostgreSQL vs MongoDB: which database should your SaaS use?
PostgreSQL vs MongoDB compared for SaaS: data model, transactions, scaling, and JSON support — plus when each genuinely wins, from a team that ships on both.
Bilal Khursheed4 min read
AIHow much does it cost to build an AI chatbot?
AI chatbot development cost explained: the three tiers, what drives the price, one-off build vs ongoing token costs, and how to keep it affordable.
Bilal Khursheed4 min read
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