Brute-Force R&D: Cheap Exploration and Multi-Agent Judgment
I've been writing a COW fs lately. Today I got the first PoC working: reads and writes, plus recovery from 262,165 power cuts, and every bit of data…
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Multi-agent work in three spoonfuls: what worked for me and what did not
This started as a practical annoyance: long tasks interrupted by quota limits, conversations that became too heavy, and reviews that required copyin…
The Most Important AI Agent Design Choice: Don’t Let the Model Be the Final Authority
AI agents are getting very good at doing things . They can search databases, call APIs, modify tickets, draft code, update records, trigger workflow…
От детерминированного хаоса к устойчивости: как управлять поведением многоагентных систем
Допустим, вы построили конвейер передачи данных. Собрали множество агентов в нужную вам конфигурацию, например в последовательную цепочку. Прогнали…
You Don't Need to Choose Between a Gateway and an Agent Framework
When I first published Swarm on GitHub, most questions weren't about Rust or MCP. They were about timing and categorization: "We just need a lightwe…
When AI Agents Turn on Each Other: Anthropic's Frontier Red Team Exposes Six Deadly Failure Modes in Multi-Agent Systems
I. What the Research Actually Found The report is titled "Patterns and problems in emerging multiagent systems," published by Anthropic's internal F…
CrewAI: Orchestrate a Team of AI Agents Like a Pro
Why CrewAI? Building a team of specialized agents is complex. CrewAI makes it simple. Think of CrewAI as a project manager for your AI team. Core Co…
AI Agent Memory Is Not Chat History
Most AI agent systems start with a simple idea: "Let's give the Agent Memory". At first, this usually means saving previous messages, retrieving sim…
I Built a Self-Improving Health Platform: Five AI Agents That Learn Every Week
Originally published on longevityai.nl — for full context, comments and related articles, visit the source. I Built a Self-Improving Health Platform…
Agent Series (11): A2A Protocol — How Agents Collaborate with Each Other
MCP Solved Agent ↔ Tool. Who Solves Agent ↔ Agent? The previous article covered MCP: an Agent connects to tool services via a standard protocol. Too…
# Agentic AI: Architecture of Autonomous Systems
"A language model that answers questions is a tool. A language model that decides which questions to ask and then acts on the answers is something e…
The CTO’s Blueprint for Governing Multi-Agent AI Systems in the Enterprise
Multi-agent AI systems are no longer a research curiosity. Omnithium , the AI agent platform for enterprises, helps teams deploy production AI syste…