Architectural breakdowns, AI agent systems, Model Context Protocol (MCP) servers, web engineering, and authentic founder notes published from Junagadh, Gujarat, India.
Journal & Field Notes
Today I Built a Custom MCP Server with FastAPI for AI Agents
A behind-the-scenes engineering log from Junagadh, Gujarat: building a sub-50ms asynchronous MCP server using Python and FastAPI for autonomous AI agents.
Read the story →The 2026 AI Agent Shift: Why MCP Is Replacing Custom APIs
How Model Context Protocol (MCP) became the universal standard in 2026 for connecting autonomous AI agents to enterprise software, tools, and databases.
Read the story →Frontier AI Models in 2026: What They Mean for Indian Devs
An analysis of 2026 frontier reasoning models, open weights, and multimodal architectures — and how Indian developers can leverage them for 70% lower costs.
Read the story →How Much Does a Custom Website Cost in Junagadh & Gujarat? (2026 Guide)
A transparent 2026 pricing and strategy guide for business websites in Junagadh and Gujarat — covering custom PHP/Laravel builds, Core Web Vitals speed, SEO, and maintenance.
Read the story →Building Multi-Agent AI Systems for Indian SMEs in 2026: Complete Guide
Learn how Indian SMEs are using practical multi-agent AI architectures and RAG pipelines in 2026 to automate complex operations and reduce API token costs by 60%.
Read the story →Curro 1.0 Ships: An AI Content Studio That Writes Like Its Owner
Curro, the AI content-creation studio, launched this week. The pitch: hand it rough notes and get back posts that sound like you — because they were trained on you.
Read the story →Behind the Scenes: The 5 AI Automations That Run My Workflow
From content drafts to outreach emails — a look at the small AI systems doing the boring work so I can do the interesting work.
Read the story →SEO Is Not Dead — It Just Met AEO: Ranking in the AI Era
Google answers, ChatGPT cites, and the top of the page is decided by machines. How to rank in both search engines and answer engines — and why it matters for Junagadh & Gujarat businesses.
Read the story →From Code to AI: My Story So Far, in Six Chapters
I didn't plan any of this. First there was code, then marketing, then AI. This is the honest version of how one led to the next.
Read the story →Laravel 13 in Production: What 12 Months of Shipping Taught Me
After a year of production Laravel apps, the boring parts turned out to be the valuable parts. A field report from the trenches.
Read the story →Fine-Tuning vs. RAG: What Actually Worked for Client Projects in 2026
Two approaches, one question: which one should you reach for first? Analysis of what moved the needle on real client deployments this year.
Read the story →Case Study: How SaaS Next Tripled Organic Traffic in Six Months
No ads, no gimmicks: how a technical SEO overhaul, a content engine, and one honest piece of strategy took SaaS Next from 18k to 55k monthly organic sessions.
Read the story →The Load-Time Audit: SaaS Next From 6.8 Seconds to 1.9
A field report on the four fixes that mattered most — and the painful truth that the design was never the problem.
Read the story →Why This Portfolio Looks Like a Magazine (And Why Yours Should Too)
The web forgot it could be fun. A short manifesto in favour of personality, ink lines, and design that has something to say.
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