#open-source

Articles tagged with #open-source

AI Agents Don't Need More Memory. They Need Governed Recall.
Most AI Agent Memory discussions start from the same assumption: If the agent forgets, give it more memory. More chat history. More retrieved documents. More summaries. More vector storage. More co
Jun 18, 202611 min read7
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 similar chunks, and injecting them back into the prom
Jun 11, 202610 min read
Building AI Workflows Is Easy. Making Them Reliable Is Systems Engineering
Building the first version of an AI workflow is usually easy. Connect an LLM to a few tools. Add some instructions. Let the model decide what to do next. Run the demo. It works. The problem starts l
May 30, 20269 min read
Evidence Beats Claims: Why AI Agents Need Runtime Proof
An AI agent saying "I did it" is not proof that anything happened. "I sent the email." "I updated the database." "I escalated the issue." "I published the post." Those are claims. In a real production
May 26, 20266 min read
AI Agents Don't Have Permissions — Runtimes Do
Right now, many Multi-Agent Systems are implementing permissions inside prompts. "You may access the CRM." "You are allowed to send emails." "Do not modify billing records." This is becoming one of
May 21, 20263 min read

#open-source - OpenMAS: The Enterprise Multi-Agent System Framework