Architectural breakdowns, AI agent systems, Model Context Protocol (MCP) servers, web engineering, and authentic founder notes published from Junagadh, Gujarat, India.
Journal & Field Notes
RAG 2.0 in 2026: Vector Search to GraphRAG — Works — Variant 9
RAG 2.0 in 2026: Vector Search to GraphRAG — Works — Variant 9 — governed stack from Junagadh with P95 metrics + 90-day ledger for RAG GraphRAG 2026 2026.
Read the story →Best Website Developer Gujarat 2026: Costs & Proof — Variant 17
Best Website Developer Gujarat 2026: Costs — honest ₹ pricing + proof table from Junagadh; best website developer Gujarat 2026 hiring guide for Gujarat SMEs.
Read the story →Best Website Developer Gujarat 2026: Costs & Proof — Variant 22
Best Website Developer Gujarat 2026: Costs — honest ₹ pricing + proof table from Junagadh; best website developer Gujarat 2026 hiring guide for Gujarat SMEs.
Read the story →From Junagadh to India: Ship AI Agents on ₹6K VPS — Variant 12
From Junagadh to India: Ship AI Agents on ₹6K VPS — Variant 12 — timestamped 06:00–22:00 routine from Junagadh with P95 42ms + 90-day ledger proof.
Read the story →From Junagadh to India: Ship AI Agents on ₹6K VPS — Variant 15
From Junagadh to India: Ship AI Agents on ₹6K VPS — Variant 15 — timestamped 06:00–22:00 routine from Junagadh with P95 42ms + 90-day ledger proof.
Read the story →Hybrid Reasoning: Claude 3.7 vs DeepSeek R1 2026 — Variant 12
Hybrid Reasoning: Claude 3.7 vs DeepSeek R1 2026 — Variant 12 — governed stack from Junagadh with P95 metrics + 90-day ledger for hybrid reasoning models 2026
Read the story →Next.js 15.5 in 2026: Turbopack 5x, TTFB 700→60ms — Variant 19
Next.js 15.5 in 2026: Turbopack 5x, TTFB 700→60ms — Variant 19 — PPR/Turbopack or pgvector 42ms, both stacks via one MCP gateway from Junagadh.
Read the story →RAG 2.0 in 2026: Vector Search to GraphRAG — Works — Variant 14
RAG 2.0 in 2026: Vector Search to GraphRAG — Works — Variant 14 — governed stack from Junagadh with P95 metrics + 90-day ledger for RAG GraphRAG 2026 2026.
Read the story →MCP Workflow 2026: n8n + Next.js + Laravel — One Ledger — Variant 19
MCP Workflow 2026: n8n + Next.js + Laravel — One Ledger — Variant 19 — one MCP gateway for Next.js + Laravel, OPA+HITL+90-day ledger, ship in 30 mins from Jun
Read the story →Best AI Developer in India 2026: Skills, Costs & Hire — Variant 11
Best AI Developer in India 2026: Skills, C — honest ₹ pricing + proof table from Junagadh; best AI developer India 2026 hiring guide for Gujarat SMEs.
Read the story →Best AI Developer in India 2026: Skills, Costs & Hire — Variant 16
Best AI Developer in India 2026: Skills, C — honest ₹ pricing + proof table from Junagadh; best AI developer India 2026 hiring guide for Gujarat SMEs.
Read the story →Best Website Developer India 2026: Junagadh vs Metro — Variant 10
Best Website Developer India 2026: Junagad — honest ₹ pricing + proof table from Junagadh; best website developer India 2026 hiring guide for Gujarat SMEs.
Read the story →Building from Junagadh: 06:00–Midnight Playbook 2026 — Variant 4
Building from Junagadh: 06:00–Midnight Playbook 2026 — Variant 4 — timestamped 06:00–22:00 routine from Junagadh with P95 42ms + 90-day ledger proof.
Read the story →Day in Life: AI Developer Gujarat 2026 — 06:00-22:00 — Variant 11
Day in Life: AI Developer Gujarat 2026 — 06:00-22:00 — Variant 11 — timestamped 06:00–22:00 routine from Junagadh with P95 42ms + 90-day ledger proof.
Read the story →Day in Life: AI Developer Gujarat 2026 — 06:00-22:00 — Variant 14
Day in Life: AI Developer Gujarat 2026 — 06:00-22:00 — Variant 14 — timestamped 06:00–22:00 routine from Junagadh with P95 42ms + 90-day ledger proof.
Read the story →