Marco Schwartz

Tech Entrepreneur. Engineer. Author. Currently building @apteva_ai — AI agents that automate anything as your virtual employees.

[Marco Schwartz @MarcoSchwartz]

A chat window is a poor operating system for recurring work.

If an agent needs to check, decide, hand off, and come back later, it needs durable state, tool access, and a clear owner—not a prompt someone has to remember to rerun.

That’s the problem I’m building Apteva around.

[Marco Schwartz @MarcoSchwartz]

A client didn’t have an AI problem. They had a handoff problem.

Information was spread across messages, notes, email, and meetings—so people kept copying, chasing, and losing context.

Start by mapping the handoff. Then give an agent one narrow, useful job.

[Marco Schwartz @MarcoSchwartz]

The best automation is often the boring task you keep postponing.

An agent can review the relevant context, surface what needs a decision, and leave you with a short approval queue.

Less admin isn’t just time saved. It’s fewer open loops in your head.

[Marco Schwartz @MarcoSchwartz]

Most AI automation demos stop at answering questions.

The useful version runs a real workflow: read invoices and renewals from Gmail, extract the essentials, flag anomalies, and send a weekly cost summary.

That’s a job for an agent—not a chatbot.

https://t.co/u5ZF6p9Cbv

[Apteva @apteva_ai]

Introducing our Navigator UI: manage a complete business easily using one of our open-source AI agent. Completely autonomous. #ai #aiagents

[Apteva @apteva_ai]

One directive. Apteva thinks — on its own.

Agents spin up, talk to each other, and build an entire company from scratch. No prompting. No babysitting.

Just a machine that doesn't stop thinking.

[Marco Schwartz @MarcoSchwartz]

I asked my AI agent @apteva_ai to handle our entire onboarding pipeline.

It:

→ Qualified the lead
→ Drafted the proposal
→ Scheduled the call
→ Sent the follow-up

I was making coffee.

This is what multi-agent automation actually looks like in 2026.

[Marco Schwartz @MarcoSchwartz]

I tried #hermes AI agent and compared it to @apteva_ai agent with a simple task: sending me a simple message in a minute for now. I'll let you judge :)

[Apteva @apteva_ai]

Every AI agent today is trigger-based.

Chat → responds. Webhook → responds.
Cron → responds.

Nothing happens unless something pokes it first.

Apteva runs a true continuous thinking loop — observe, reason,act. No trigger needed.
Self-learning & adapting. Open source.

[Marco Schwartz @MarcoSchwartz]

Virtual employees game strong 💪

126 agents running my online business on Apteva. Fully automated, fully scalable.

Curious about building your own? DM me 📩

#Apteva #OnlineBusiness #Automation #VirtualAgents #PassiveIncome

[Marco Schwartz @MarcoSchwartz]

58 agents for now managing all my business & activities - using the open-source agents framework @apteva_ai #agents #ai

[Marco Schwartz @MarcoSchwartz]

47 agents and counting managing most of my businesses now :)

[Marco Schwartz @MarcoSchwartz]

Setting up a brand new customer support agent in less than a minute with @apteva_ai - from making it listen to inbound emails to allowing it to answer to customers #ai #AIAgent #OpenSource

[Marco Schwartz @MarcoSchwartz]

Building a new agent team for a new SaaS project using @apteva_ai local AI agents #ai #AIAgent #apteva

[AgentDojo @agent_dojo]

🤖 Welcome to AgentDojo

Connect your AI agents to 200+ servers and 500+ tools - email, GitHub, databases, calendars, Slack, and more - all through a single endpoint. No complex integrations. No endless setup. Just instant automation.

#AI #Automation #AgentDojo #MCP

[ClawEngine @ClawEngine98939]

🦞 Spent 6 hours setting up your OpenClaw assistant?
We do it in 45 seconds.

ClawEngine = One-click OpenClaw deployment - all managed for you

Deploy now: https://t.co/hCXQR0Um4M

#OpenClaw #ai

[Marco Schwartz @MarcoSchwartz]

Just single prompted this using Opus 4.6 - this create a Zelda - like game. Things are getting insane! #ai #VibeCoding

[Apteva @apteva_ai]

We gave Apteva agents ONE instruction: "Write a full WordPress article about the Keto diet. Fetch your own images. Publish it." No templates. No hand-holding. No human in the loop.

Here's the full execution, step by step 🧵👇

[Apteva @apteva_ai]

The documentation site for the apteva open-source agents system is live! https://t.co/53gbAkzVgu . Use it to start your journey into secure, multi-agents system running right on your computer or on our cloud #AgenticAI

[Apteva @apteva_ai]

We just published version 1.33.32 of our core agent. We added differential memory & more embeddings providers. Find it at https://t.co/ICIiY5mnTr #apteva #AgenticAI