The 7 Layers of #AgenticAI Stack
by @ingliguori #LLM #GenerativeAI #ArtificialIntelligence #MachineLearning
AGENTS
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The 7 Layers of Agentic AI Stack Architecture
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AI Agent Iteratively Building and Editing Complex Workflows
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good thing is that it can also edit an already-existing workflow, so if the workflow becomes too complex you can also have the agent building it chunk by chunk
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Real AI Agent Impact Examples That Will Amaze You
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I have a very long list of real AI agent impact that I've been collecting. Here are some that will make your jaw drop. – Fixed a production bug from a tweet screenshot while the dev was on vacation in Morocco. He didn’t have a laptop. Just a phone notification and an agent that handled it – Negotiated a car purchase. An AI agent went back and forth with the dealership. Saved the human $4,200 on a Hyundai Palisade. The car dealer did not know they were negotiating with AI – Generated 1,000 hyper-targeted sales leads for $6 – Built a full YouTube analytics dashboard overnight. Owner woke up, opened their browser, and it was ready As creator of OpenClaw @steipete put it: 'It is just like having a new weird friend that is also really smart and resourceful that lives on your computer.' If you wanna learn more about AI agents, join my free workshop on March 25 at 12pm ET: events.alliekmiller.com/
→ View original post on X — @alliekmiller, 2026-03-19 17:28 UTC
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LangSmith Fleet: Enterprise Workspace for Managing AI Agents
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Introducing LangSmith Fleet: an enterprise workspace for creating, using, and managing your fleet of agents.
— LangChain (@LangChain) 19 mars 2026
Fleet agents have their own memory, access to a collection of tools and skills, and can be exposed through the communication channels your team uses every day.
Fleet… pic.twitter.com/bvrHqelj3eIntroducing LangSmith Fleet: an enterprise workspace for creating, using, and managing your fleet of agents. Fleet agents have their own memory, access to a collection of tools and skills, and can be exposed through the communication channels your team uses every day. Fleet
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Identity-Based Authorization Emerges as Key AI Security Solution
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btw emerging consensus is that identity-based authz for ai is the most important solution for security, esp if you want to break the binary decision between HITL-everything and —dangerously-skip-permissions keycard is the leading voice in this and now supports all koding agents
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AI-powered spreadsheet with parallel agents and free tier
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The spreadsheet that never sleeps
— AI Breakfast (@AiBreakfast) 19 mars 2026
Each cell runs an agent.
Each row is part of a workflow.
Thousands of parallel researchers > one overworked analyst.
Free tier just dropped. The arms race begins. pic.twitter.com/5Q0r9kg538The spreadsheet that never sleeps Each cell runs an agent.
Each row is part of a workflow.
Thousands of parallel researchers > one overworked analyst. Free tier just dropped. The arms race begins. -
Fractal: Building ChatGPT Apps Made Easy for Businesses
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Apps inside ChatGPT are the way to get your business discovered by 900M+ people using it, but building them is still too hard.
— Hanh Nguyen (@fashiongiik) 19 mars 2026
So we built Fractal: @Lovable for ChatGPT Apps
It’s the fastest way for business owners, with or without a technical team, to ship exceptional ChatGPT… pic.twitter.com/sV9YaI8i0MApps inside ChatGPT are the way to get your business discovered by 900M+ people using it, but building them is still too hard. So we built Fractal: @Lovable for ChatGPT Apps It’s the fastest way for business owners, with or without a technical team, to ship exceptional ChatGPT apps
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Google AI Studio Launches Vibe Coding Agent with Database and Multiplayer Support
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Introducing the all new vibe coding experience in @GoogleAIStudio
, feating: – One click database support
– Sign in with Google support
– A new coding agent powered by Antigravity
– Multiplayer + backend app support and so much more coming soon! -
Google AI Studio Launches Full-Stack Vibe Coding Experience
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We’re launching a brand new, full-stack vibe coding experience in @GoogleAIStudio, made possible by integrations with the @Antigravity coding agent and @Firebase backends.
— Google AI (@GoogleAI) 19 mars 2026
This unlocks:
— Full-stack multiplayer experiences: Create complex, multiplayer apps with fully-featured… pic.twitter.com/I9IMbcxhcNWe’re launching a brand new, full-stack vibe coding experience in @GoogleAIStudio, made possible by integrations with the @Antigravity coding agent and @Firebase backends. This unlocks: — Full-stack multiplayer experiences: Create complex, multiplayer apps with fully-featured UIs and backends directly within AI Studio — Connection to real-world services: Build applications that connect to live data sources, databases, or payment processors and the Antigravity agent will securely store your API credentials for you — A smarter agent that works even when you don't: By maintaining a deeper understanding of your project structure and chat history, the agent can execute multi-step code edits from simpler prompts. It also remembers where you left off and completes your tasks while you’re away, so you can seamlessly resume your builds from anywhere — Configuration of database connections and authentication flows: Add Firebase integration to provision Cloud Firestore for databases and Firebase authentication for secure sign-in This demo displays what can be built in the new vibe coding experience in AI Studio. Geoseeker is a full-stack application that manages real-time multiplayer states, compass-based logic, and an external API integration with @GoogleMaps 🕹️
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AI Agents Governing Their Own Kind: AGI Evolution
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"To Govern Their Own Kind" https://
linkedin.com/pulse/govern-o
wn-kind-vincent-boucher-qi9we/
… #AGIALPHA #AIAgents