Architectural breakdowns, AI agent systems, Model Context Protocol (MCP) servers, web engineering, and authentic founder notes published from Junagadh, Gujarat, India.
Journal & Field Notes
From Junagadh to India: Ship AI Agents ₹6K VPS [Guide]
AI developer AI developer Junagadh story 2026: From Junagadh to India: Ship AI Agents ₹6K VPS [Guide] — 06:00–22:00 Junagadh routine, P95 42ms + 90-day.
Read the story →Laravel 13 + MCP 2026: pgvector to n8n Flow [Code]
Laravel MCP workflow 2026: Laravel 13 + MCP pgvector to n8n flow in one gateway, P95 42ms plus 90-day ledger proof inside. Ship fast. Proof bands inside.
Read the story →MCP Workflow 2026: n8n + Next.js + Laravel [Ledger]
MCP workflow Next.js Laravel n8n 2026: one MCP gateway serving Next.js + Laravel via n8n, OPA plus HITL plus 90-day ledger inside. Proof + ₹ bands inside.
Read the story →Next.js 15.5 + MCP 2026: Tool Calling in 20 Lines [Code]
Next.js MCP integration 2026: Next.js 15.5 + MCP tool calling in 20 lines via one gateway for Next.js + Laravel, OPA proof inside. Proof + ₹ bands inside.
Read the story →Next.js 15.5 in 2026: Turbopack 5x, TTFB 700→60ms
AI website Next.js 15.5 performance 2026: Next.js 15.5 in 2026: Turbopack 5x, TTFB 700→60ms — PPR/Turbopack or pgvector 42ms via one MCP gateway from Junagadh.
Read the story →RAG 2.0 in 2026: Vector to GraphRAG That Works [Guide]
AI agents RAG GraphRAG 2026: RAG 2.0 in 2026: Vector to GraphRAG That Works [Guide] — governed Junagadh stack, P95 metrics + 90-day ledger proof inside.
Read the story →Website Cost Gujarat 2026: Honest ₹ Breakdown [Table]
AI website website cost Gujarat 2026: Website Cost Gujarat 2026: Honest ₹ Breakdown [Table] — PPR/Turbopack or pgvector 42ms via one MCP gateway from Junagadh.
Read the story →Best AI Developers India 2026: 7-Point Vetting (Proof)
Best AI developers India 2026: 7-point vetting — P95 42ms, ₹55K–₹85K builds, 90-day ledger proof vs metro ₹1.2L+. Score vendors, hire with tables today.
Read the story →[2026] ChatGPT MCP Calls Up 98x: Agent Tooling (Analysis)
ChatGPT MCP calls up 98x in 2026: LangChain langchain.mcp adds elicitation interrupts + catalog cache. P95 780ms, 62 tok/s edge. Full proof + ₹ math inside.
Read the story →[2026] Day in Life: Building MCP + Next.js 06–22 (Log)
A day building MCP bridges and Next.js 16.3 instant navs from Gujarat 06:00 to 22:00 — live routine, P95 metrics, code blocks and client wins inside now.
Read the story →Day in Life: AI Developer Upgrades MCP 06–22 [2026]
Day in life 2026: AI developer upgrades LangChain MCP 06:00–22:00 — interrupts, cache, ledger review. P95 42ms, 62 tok/s. Junagadh routine log. Full log inside.
Read the story →[2026] GPT-6 Astra vs Fable 5.1: $10 vs $0.75 (Guide)
AI models GPT-6 Astra, Fable 5.1 and Gemini 3.8 Flash shipped in 72 hours. I benchmarked cost per task from Junagadh — ₹ routing table plus math inside.
Read the story →[2026] Google Home MCP: Agents Act in 1.8s (Guide)
Google Home MCP early access lets agents run smart-home actions via one endpoint. I wired it from Junagadh at P95 1.8s — OAuth, code + ₹55K proof.
Read the story →Hire AI Agent Developers India 2026: $31K vs $306K (Guide)
Hire AI agent developers India 2026: $31K–$60K all-in vs $194K–$306K US loaded. 7-day shortlists, 2-week paid trial. Gujarat vetting guide + proof tables.
Read the story →Best AI Developer India 2026: Hire in 30 Days [Guide]
Hiring the best AI developer in India in 2026? I vet MCP, P95 and cost per task from Junagadh — 7-point checklist, ₹ tables plus trial script inside now.
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