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Ashish Singh




Posts by Ashish Singh

How to Evaluate AI Hallucinations in Your App: Tools, Metrics, and Red Lines

Building AI-powered applications creates a paradox: the more sophisticated your language model, the more convincingly it can fabricate information. This…

App Launch Failed? Use This Honest Post-Mortem Framework

Your app is live. Furthermore, downloads are disappointing. Moreover, user engagement is flat or declining. Additionally, the launch did not…

AI Use Cases in EdTech: Adaptive Learning, Auto-Grading, and Tutor Bots

Education is changing faster than ever. Furthermore, artificial intelligence is at the center of this transformation. Moreover, students now learn…

How to Set Up Claude Code for Real Projects: MCP, CLAUDE.md, and Sub-Agents

You want to use Claude Code for development. Furthermore, basic setup is straightforward. Moreover, production setup is different. Additionally, most…

LangGraph vs CrewAI vs AutoGen: Which AI Agent Framework Is Best?

You are building AI agents. Furthermore, you need to choose a framework for orchestration and execution. Moreover, three frameworks dominate…

Vibe Coding vs Hiring Developers: Which Is Right for Your Startup?

You have a startup idea and limited capital. Furthermore, you need software built quickly. Moreover, you have three paths forward:…

5 Things That Always Go Wrong When Building an App (And How to Fix Them)

You have an idea for an app. Furthermore, you are excited to build it. Moreover, you want to launch quickly…

From Monolith to AI-Native Architecture: How to Refactor Legacy Apps for AI

Your legacy application runs your business. Furthermore, it has years of business logic embedded in it. Moreover, everyone is afraid…

Context Window vs RAG: When 1M Tokens Changes Everything

Your AI system needs to answer questions using your company’s documents. Furthermore, you have two fundamental approaches. Moreover, choosing wrong…

How to Build an AI Agent That Actually Works in Production (Not Just Demo)

Your AI agent works perfectly in the demo. Furthermore, you tested it with sample inputs. Moreover, it handled every scenario…