AI Agent Type - Goal-Based Agents
Agents that evaluate actions based on whether they move toward a defined goal.
Results across News, Blog posts, and Tutorials.
Agents that evaluate actions based on whether they move toward a defined goal.
Reflex agents with internal state to track partially observable environments.
Multiple specialized agents coordinated to solve complex tasks.
Rule-based agents that react only to current input, without memory.
Agents that score outcomes and pick the action with the best utility trade-off.
Placeholder post for the Cloud category.
Placeholder post for the Hybrid category.
Two free paths to the same outcome—no-code (Flowise + Ollama) and code (Python + Ollama)—so you see that an agent is the system around the model, not the model alone.
A practical perspective on why AI systems look brilliant in one interaction and inconsistent in the next.
Anthropic's 2026 leak exposed system-level AI engineering details and accelerated debate on security, governance, and operational risk.