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PRODUCTION BLUEPRINTS

AI Workflows & Agentic Architecture Directory

Step-by-step guides, automation pipelines, and production blueprints for building multi-agent systems, RAG pipelines, and enterprise AI workflows.

Founder Story Agentic AI

OpenCode Coding Agent: Build It in 30 Min (2026)

OpenCode coding agent tutorial runs OpenCode CLI v0.3 and DeepSeek-R1 (Local) using Ollama v0.5 to build a model-agnostic terminal assistant on a local machine. Unlike proprietary command-line assistants that require ext...

Deepak Bagada Deepak Bagada
12m read
Deep Dive Agentic AI

Claude Fable 5 Code Migration: 5 Steps (2026)

Claude Fable 5 code migration is an automated design pattern that uses the 1M-token Mythos-class large language model to analyze, refactor, and migrate legacy software repositories to modern frameworks. By orchestrating...

Deepak Bagada Deepak Bagada
12m read
Deep Dive Tutorials

Clay B2B Lead Enrichment: Build SDR Loop in 30 Min

Clay B2B lead enrichment is a system that uses Clay to aggregate firmographic and technographic data across fifty-plus providers, verifying email deliverability via Hunter.io and syncing prospects to HubSpot CRM. The loo...

Deepak Bagada Deepak Bagada
13m read
Briefing Open Source

Llama Guard 3 Compliance Gateway: 5 Steps (2026)

A llama guard 3 compliance gateway is a safety architecture that uses LangGraph to route contract text through input and output validation nodes. By checking clauses against safety taxonomies and pgvector policy exceptio...

Deepak Bagada Deepak Bagada
13m read
Breaking Agentic AI

LiveKit Voice Support Agent: 5 Steps to Zendesk (2026)

LiveKit voice support agent is a real-time WebRTC phone dispatcher that connects LiveKit Agent SDK, OpenAI Whisper, and Gemini 1.5 Flash with the Zendesk API to automate customer support ticket routing. By replacing trad...

Deepak Bagada Deepak Bagada
13m read
Deep Dive Productivity

Competitor Pricing Monitor Firecrawl: 6 Steps (2026)

Competitor pricing monitor firecrawl is an automated price tracking system that uses n8n v1.5 to capture competitor product pages, queries Firecrawl API v1 and Tavily Search to extract HTML content, and utilizes DeepSeek...

Deepak Bagada Deepak Bagada
12m read
Breaking Agentic AI

AutoGen v0.4 Multi-Agent Swarm: 6 Steps (2026)

AutoGen v0.4 multi-agent swarm is an event-driven Python agentic architecture that runs Claude 3.5 Sonnet and OpenAI o3-mini models to write and run code inside isolated Docker container sandboxes. By routing instruction...

Deepak Bagada Deepak Bagada
13m read
Briefing Open Source

Vercel AI SDK Bidi Streams: Next.js 15 Guide (2026)

Vercel AI SDK bidi streams integration is an architectural pattern that establishes a persistent, bidirectional WebSocket connection between a Next.js 15 serverless backend and a React 19 frontend to exchange text and au...

Deepak Bagada Deepak Bagada
12m read
Briefing AI Tools

Vercel AI SDK Tool Calling React: 5 Steps (2026)

Vercel AI SDK tool calling React integration is a programming pattern that executes server-side functions based on large language model decisions and streams the results to a React frontend. By combining streamText with...

Deepak Bagada Deepak Bagada
12m read
Breaking Productivity

Trigger Dev Human Loop: 5 Steps to HITL AI (2026)

Trigger dev human loop integration is a design pattern that pauses long-running tasks on Trigger.dev v3 until an external user action completes. By combining waitpoint tokens with Next.js route handlers, developers freez...

Deepak Bagada Deepak Bagada
11m read
Deep Dive AI Tools

Tavily vs Firecrawl: Best AI Scraping Tool 2026

Tavily vs Firecrawl comparison evaluates two web data acquisition services optimized for retrieval-augmented generation pipelines. Selecting the correct service reduces average web context extraction latency from nine an...

Deepak Bagada Deepak Bagada
15m read
Briefing Agentic AI

Temporal vs Trigger Dev for AI Agents: 2026 Verdict

Temporal vs trigger dev represents the direct architectural comparison between a distributed execution engine and a serverless-native backend task framework. In agentic development, this determines whether tasks maintain...

Deepak Bagada Deepak Bagada
11m read
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