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Glossary

Every term, explained once, properly

Plain definitions with the misread, what to do about it, and primary sources. Each entry shows when it was last reviewed.

T4 Orchestration

Agent harness

Everything around the model that turns it into an agent.

T4 Orchestration

Workflow vs agent

Who decides the next step: your code, or the model.

T3 Tools & protocols

Model Context Protocol (MCP)

The open standard for how AI apps find and call tools and data.

T3 Tools & protocols

MCP vs A2A

Agent-to-tool vs agent-to-agent. Different layers, often used together.

T1 Models & inference

Time horizon (METR)

How hard a task is at 50% success. Not how long the AI runs.

T5 Evals & reliability

Evals vs benchmarks

Benchmarks rank models. Evals rank them on your work.

T6 Security & governance

Excessive agency

An agent that can do more than its task needs. OWASP’s #3 for 2026.

T6 Security & governance

Least agency

The fewest tools, narrowest access and least autonomy that still get the job done.

Agentic Ajrak · agentic AI, printed layer by layer · by Pratima Chainani · agenticajrak.comInstagram @the.ajrak.ai · LinkedIn · How we fact-check