Automatos AI

🤖 Building the future of AI agent orchestration
🧠 Context engineering + multi-agent collaboration👥 Join us:

[Automatos AI @AutomatosAI]

AI agents don't need more tools. They need a way to forget the ones that don't matter.

Attention is a scarce resource. Tokens are how we ration it.
The next bottleneck isn't tool use. It's tool selection at scale.

https://t.co/X7zTeUbngF

[Automatos AI @AutomatosAI]

Agents — Not just a chatbot. An agent has a role, skills, and permissions. It plans, acts, observes, and loops until the goal is met. #automatos #aiagents #automation #orchestration #agentic

[Automatos AI @AutomatosAI]

Agents — Not just a chatbot. An agent has a role, skills, and permissions. It plans, acts, observes, and loops until the goal is met.

#automatos #aiagents #automation #orchestration #agentic

[Automatos AI @AutomatosAI]

Orchestration — The execution engine for reliable multi-step work. #automatos #aiagents #automation #orchestration

[Automatos AI @AutomatosAI]

Orchestration — Persistent state machine that tracks tasks, dependencies, and transitions. Every step is logged, recoverable, and observable.

#automatos #aiagents #automation #orchestration #agentic

[Automatos AI @AutomatosAI]

Routing — A 4-tier classification system that routes requests to the right agent. Fast heuristics first, LLM fallback when needed.

#automatos #aiagents #automation #orchestration #agentic

[Automatos AI @AutomatosAI]

Skills Power Agents — A skill is a reusable, composable capability. Agents combine skills to solve problems.

#automatos #aiagents #automation

[Automatos AI @AutomatosAI]

Skills Power Agents — A skill is a reusable, composable capability. Agents combine skills to solve problems. Import from open source, customize, deploy.

#automatos #aiagents #automation #orchestration #agentic

[Automatos AI @AutomatosAI]

Field Memory — A semantic vector field where agents share findings, discoveries, and patterns. Each agent sees what others found — even if not explicitly told.

#automatos #aiagents #automation #orchestration #agentic

[Automatos AI @AutomatosAI]

Missions — A goal decomposed into tasks, assigned to agents, orchestrated in parallel, and tracked to completion with full observability.

#automatos #aiagents #automation #orchestration #agentic

[Automatos AI @AutomatosAI]

Missions — A goal decomposed into tasks, assigned to agents, orchestrated in parallel, and tracked to completion with full observability.

#automatos #aiagents #automation #orchestration #agentic

[Automatos AI @AutomatosAI]

Agents — Not just a chatbot. An agent has a role, skills, and permissions. It plans, acts, observes, and loops until the goal is met. #automatos #aiagents #automation #orchestration #agentic

[Automatos AI @AutomatosAI]

Agents — Not just a chatbot. An agent has a role, skills, and permissions. It plans, acts, observes, and loops until the goal is met.

#automatos #aiagents #automation #orchestration #agentic

[Automatos AI @AutomatosAI]

Team Collaboration — Multi-team safety is built into the platform, not bolted on.

#automatos #aiagents #automation #orchestration #agentic

[Automatos AI @AutomatosAI]

Routing — The nervous system of agent dispatch. 🧠

#automatos #aiagents #automation

[Automatos AI @AutomatosAI]

Routing — A 4-tier classification system that routes requests to the right agent. Fast heuristics first, LLM fallback when needed.

#automatos #aiagents #automation #orchestration #agentic

[Automatos AI @AutomatosAI]

Team Collaboration — Team-based document scoping, role-based access, and shared agent rosters. Every team sees only what they own.

#automatos #aiagents #automation #orchestration #agentic

[Automatos AI @AutomatosAI]

Team Collaboration — Multi-team safety is built into the platform, not bolted on.

#automatos #aiagents #automation #orchestration #agentic

[Automatos AI @AutomatosAI]

Routing — The nervous system of agent dispatch. 🧠

#automatos #aiagents #automation

[Automatos AI @AutomatosAI]

Routing — A 4-tier classification system that routes requests to the right agent. Fast heuristics first, LLM fallback when needed.

#automatos #aiagents #automation #orchestration #agentic

[Automatos AI @AutomatosAI]

Skills — A skill is a reusable, composable capability. Agents combine skills to solve problems. Import from open source, customize, deploy.

#automatos #aiagents #automation #orchestration #agentic