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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.

Breaking Agentic AI

Trigger.dev Guide: Run 10 Sunday Jobs (2026)

Trigger.dev Guide details building durable, long-running serverless tasks for AI generation. Handling API rate limit retries and cron triggers, the framework executes 10 background jobs concurrently, saving backend devs...

Deepak Bagada Deepak Bagada
21m read
Founder Story Coding

Vercel AI SDK Sunday App: Code 3 Tools (2026)

Vercel AI SDK Sunday App builds 3 interactive UI streaming tools using React server actions and Next.js. Exposing simple hooks for chat stream endpoints, this system implements UI interfaces in under 90 minutes, saving w...

Deepak Bagada Deepak Bagada
17m read
Deep Dive Agentic AI

Mastra Agent Sunday Loop: Fix 4 Server Errors

Mastra Agent Sunday Loop constructs self-healing TypeScript SRE scripts using the Mastra framework. Monitoring service APIs and restarting failed Docker processes, the workflow automatically fixes 4 common server errors,...

Deepak Bagada Deepak Bagada
16m read
Research Breakdown Agentic AI

CrewAI Tutorial Sunday: Run 5 Scouting Agents

CrewAI Tutorial Sunday deploys a multi-agent crew of 5 specialists to scrape competitor web domains and check price changes. The crew compiles comparison sheets and drafts weekly summaries, saving research analysts 15 ho...

Deepak Bagada Deepak Bagada
17m read
Briefing Agentic AI

LangGraph Tutorial Sunday: Run 3 Agents (2026)

LangGraph Tutorial Sunday guides developers through building stateful, multi-agent cyclical graphs. By setting up input validation routing and SQLite checkpointers, the workflow runs a 3-agent team, saving software engin...

Deepak Bagada Deepak Bagada
21m read
Founder Story AI Workflows

DeepSeek-R1 n8n Sunday Audit: 5 Step Setup

DeepSeek-R1 n8n Sunday Audit automates database security audits and log analysis on self-hosted n8n nodes using local Ollama runners. Running entirely offline, the system scans directories and alerts DevOps in 5 steps, s...

Deepak Bagada Deepak Bagada
20m read
Research Breakdown Startups

AI Memory Sunday Setup: Deploy Mem0 in 10 Min

AI Memory Sunday Setup deploys the Mem0 persistent vector memory layer for customer support chatbots. By extracting and storing user preference logs locally, the agent maintains long-term session context in 10 minutes, s...

Deepak Bagada Deepak Bagada
16m read
Research Breakdown Agentic AI

Claude Code Sunday Loop: Build PRs in 5 Mins

Claude Code Sunday Loop is a terminal-based autonomous pull request audit pipeline. Using Claude Code, the system checks open PR branches, runs local test suites, performs security scans, and logs feedback to GitHub in u...

Deepak Bagada Deepak Bagada
16m read
Briefing LLMs

MCP Server Sunday Setup: Connect DB in 3 Steps

MCP Server Sunday Setup connects PostgreSQL database schemas to Claude Code and Gemini 2.5 models using the Model Context Protocol. By defining read-only schema tools, the agent queries tables and compiles metrics locall...

Deepak Bagada Deepak Bagada
20m read
Founder Story Automation

Browser Automation Sunday: Run it in 4 Mins

Browser Automation Sunday executes Playwright browser tests and web scraping routines using Gemini 2.5 Vision. By navigating pages and clicking visually, the agent scrapes lead lists and runs UI tests in 4 minutes, savin...

Deepak Bagada Deepak Bagada
18m read
Breaking Agentic AI

3 GPT-5.6 Terra Hacks That Cut API Costs by 50%

Three optimization hacks to lower your GPT-5.6 Terra API bill by 50%. Learn how to set up context caching, compress prompts, and configure dynamic model routing.

Deepak Bagada Deepak Bagada
5m read
Deep Dive Agentic AI

GPT-5.6 Sol: Debug Monoliths in 15 Minutes

Automate legacy codebase refactoring and memory leak fixes. Use GPT-5.6 Sol's Max Reasoning mode to resolve monolithic codebase bugs in 15 minutes.

Deepak Bagada Deepak Bagada
5m read
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