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#autonomous-agents

Diagram illustrating the architecture of an autonomous agent with LLM, A11 cognitive layer, agent controller, and sandboxed environment.
AI & Machine Learning

Autonomous Agents Get Smarter [A11 Cognitive Layer]

Autonomous AI agents are supposed to be smart. Too often, they're just broken. A new specification, A11, might just fix that.

6 min read 2 weeks, 6 days ago
Screenshot of code showing guardrail logic for autonomous agents.
DevOps & Infrastructure

Autonomous Agents Nearly Wiped Staging Env: Dev's Guardrail Fix

An autonomous agent’s rogue `DROP TABLE` command on a staging environment, dangerously mirroring production, highlights the critical need for strong guardrails. This incident spurred the creation of a deterministic 'bouncer' system.

6 min read 1 month ago

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