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Notes on AI, software & shipping

Practical, no-fluff writing on AI agents, custom software and the decisions behind building products that actually scale.

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AI
★ Featured
AI & Trends6 min read·Jun 2026

How MCP is changing the AI landscape

The Model Context Protocol is becoming the USB-C of AI — one standard way to connect agents to your tools and data. Here's why it matters for your business.

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AI
AI & Trends

RAG explained: building a chatbot on your own data

Retrieval-Augmented Generation lets an AI answer accurately from your documents — no hallucinations, no expensive retraining. A plain-English breakdown.

7 min readRead article→
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Decision
Decision guides

Build vs buy: custom software or ready-made SaaS?

When does off-the-shelf save you money, and when does it quietly cost you more? A practical framework to decide before you spend a rupee.

5 min readRead article→
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Decision
Decision guides

How much does it cost to build an MVP in 2026?

Real numbers, real scope. What actually drives the price of a minimum viable product — and how to ship one without burning your runway.

6 min readRead article→
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Engineering
Engineering

LLMOps: taking AI from demo to production

A flashy demo is easy. A reliable, monitored, cost-controlled AI system in production is the hard part. Here's the pipeline that gets you there.

8 min readRead article→
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Case study
Case studies

How we built KrishaanAgro — problem to solution

A behind-the-scenes case study: turning a farm-to-market vision into a platform serving 12,000+ farmers across 45+ districts.

7 min readRead article→
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AI
AI & Trends

AI agents vs traditional automation — what's the difference?

Rule-based automation follows a script. AI agents reason, adapt and act. Knowing which one your problem needs saves time and money.

5 min readRead article→

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