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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.

Briefing AI Workflows

NVIDIA Nemotron 3 Ultra Powers Long-Running Agent Workflows

NVIDIA released Nemotron 3 Ultra, a 550-billion parameter mixture-of-experts model with only 55 billion active parameters per token, optimized specifically for long-running agent orchestration workloads. The model uses h...

Deepak Bagada Deepak Bagada
8m read
Founder Story LLMs

Jeff Bezos Prometheus Raises $12B for Physical AI Engineer

Prometheus, the Jeff Bezos-backed physical AI company, raised $12 billion at a $41 billion valuation to build an artificial general engineer that automates the design and manufacturing of complex physical systems. The co...

Deepak Bagada Deepak Bagada
8m read
Research Breakdown Agentic AI

Cohere North Mini Code Runs Agentic Coding on One H100

Cohere North Mini Code is a 30B total parameter MoE model with 3B active parameters, built for agentic software engineering and released under Apache 2.0. It runs on a single H100 GPU at FP8 precision with a 256K context...

Deepak Bagada Deepak Bagada
7m read
Research Breakdown Agentic AI

The Turnkey AI Workforce: Automating HR and Procurement in 2026

Agentic Procurement and Onboarding is an HR workflow that uses Make.com and Inflection Pi to automate contractor hiring. The AI agentically reviews the Statement of Work for pricing anomalies, then triggers DocuSign and...

Deepak Bagada Deepak Bagada
5m read
Founder Story Agentic AI

Autonomous Cyber Defense: Agents as the New SOC Tier 1 in 2026

Multi-Agent SOC Threat Investigation is an autonomous cyber defense workflow using LangGraph to orchestrate specialized AI agents. A supervisor agent analyzes a Splunk alert, delegates IP and endpoint checks to sub-agent...

Deepak Bagada Deepak Bagada
5m read
Founder Story AI Workflows

The 171% ROI Benchmark: Why AI Automation Delivers in 2026

n8n Agentic Lead Enrichment is a sales workflow that uses n8n to pull data from Clearbit and routes it to GPT-4o. The AI agentically decides if the lead fits your Ideal Customer Profile and generates a hyper-personalized...

Deepak Bagada Deepak Bagada
5m read
Deep Dive AI Workflows

Beyond Transactional AI: Emotional Intelligence Workflows in 2026

The Inflection Pi Digital Confidant workflow uses the Inflection Pi API integrated with Slack to provide emotionally intelligent career coaching to employees. It agentically decides when to offer advice, listen empatheti...

Deepak Bagada Deepak Bagada
5m read
Research Breakdown Agentic AI

Preventing Agent Sprawl: Why You Need a Command Center in 2026

The Agentic Command Center is a Control Plane workflow that uses LangSmith and AWS API Gateway to centralize governance over dozens of enterprise AI agents. A meta-agent monitors token usage and error rates across the co...

Deepak Bagada Deepak Bagada
5m read
Breaking Agentic AI

Migrating 50M Lines in 24 Hours: The Fable 5 Case Study in 2026

Autonomous codebase migration with Claude Fable 5 involves embedding a legacy repository into Pinecone, using Fable 5 to map dependencies, and agentically rewriting code from old frameworks to new ones. Enterprise teams...

Deepak Bagada Deepak Bagada
5m read
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