Architectural breakdowns, AI agent systems, Model Context Protocol (MCP) servers, web engineering, and authentic founder notes published from Junagadh, Gujarat, India.
Journal & Field Notes
AI Model Fine-Tuning India: 16GB Unsloth LoRA [2026 Guide]
AI model fine-tuning in 2026: train domain reasoning models on 16GB VRAM with Unsloth, 80% memory drops, and zero quality loss. Full P95 guide inside.
Read the story →Best AI Agent Developer World 2026: SV vs India [Proof]
Best AI agent developer world 2026: why global tech startups hire Deepak Bagada for ₹85K fixed agent builds vs $250/hr US consultants. Full proof inside.
Read the story →Building AI Outreach Engines: 42% Reply Rate Without Spam [Playbook]
AI cold outreach in 2026: how I engineered an autonomous research and outreach pipeline that generates a 42% positive reply rate without spam. Metrics inside.
Read the story →Agentic SQL Generation: OPA Guards & Zero Injection [2026 Blueprint]
Agentic SQL in 2026: prevent destructive table drops and unauthorized data leaks using Open Policy Agent query validators and read-only pools. Blueprint inside.
Read the story →Best AI Expert Junagadh 2026: ₹85K Agent Architectures [Guide]
Best AI expert Junagadh 2026: hire Deepak Bagada for fixed ₹85K autonomous workflows, WhatsApp CRM sync and sub-50ms inference. Hiring guide & proof inside.
Read the story →Postgres Row-Level Security: Multi-Tenant Agent Databases [Full Code]
Multi-tenant AI databases in 2026: enforce strict tenant data isolation using Postgres Row-Level Security (RLS) and scoped session tokens. Full SQL inside.
Read the story →Enterprise RAG Evaluation: Ragas & DeepEval Pipelines [2026 Guide]
Enterprise RAG in 2026: automate hallucination and relevancy scoring with Ragas and DeepEval CI/CD gates before production deployment. Full test suite inside.
Read the story →Hire Full Stack Developer Gujarat 2026: Next.js + Laravel [Guide]
Hire full stack developer Gujarat 2026: compare ₹55K fixed project pricing vs hourly agency bills for Next.js 15 + Laravel 13 architectures. Hiring guide inside.
Read the story →Post-Mortem: When an Agent Loop Spent $400 in 2 Hours [Lessons]
AI agent production failures: how an unhandled 429 retry storm burned $400 in 2 hours, and the circuit breaker pattern I built to prevent it. Post-mortem inside.
Read the story →Production Agent Tracing: OpenTelemetry & Phoenix Ledgers [2026]
AI agent observability in 2026: trace multi-step LLM decisions, token burn and latency bottlenecks with OpenTelemetry and Arize Phoenix. Setup guide inside.
Read the story →Best AI Agent Developer Junagadh 2026: Local SME ROI [Proof Table]
Best AI agent developer Junagadh 2026: how regional businesses automate customer support and inventory sync for ₹85K with 42ms response speed. Data inside.
Read the story →Next.js 15.5 Server Actions vs API Routes: Cold-Start Benchmarks [2026]
Next.js 15.5 architecture in 2026: server actions vs API routes cold starts, bundle weight and edge deployment metrics compared. Benchmark results inside.
Read the story →Real-Time Voice Agents: WebSockets & Sub-300ms Audio [2026 Blueprint]
AI voice agents in 2026: stream bidirectional PCM audio with WebSockets, Cartesia TTS and sub-300ms speech-to-speech latency. Full Python blueprint inside.
Read the story →Best AI Developer India 2026: ₹85K Production Builds [Hire]
Best AI developer India 2026: hire Deepak Bagada for ₹85K custom agent architectures, P95 42ms response SLAs and zero recurring agency markups. Proof inside.
Read the story →Solo Dev Hardware Stack 2026: Mac Studio + VPS Fleet [Junagadh Lab]
Solo developer setup 2026: how I power SaaS Next and client AI swarms with an M2 Mac Studio and a ₹6K/mo Hetzner VPS fleet from Junagadh. Specs & logs inside.
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