Qborfy AI
Qborfy AI
Apr 15, 2026 · Artificial Intelligence

Why Three AI Agents Beat One: Planner‑Generator‑Evaluator Architecture Explained

The article analyzes why a single AI struggles to self‑evaluate, presents Anthropic’s three‑agent (Planner, Generator, Evaluator) architecture with concrete DAW‑building examples, sprint contracts, cost‑benefit tables, and step‑by‑step processes that show how each role solves specific problems and improves overall quality.

AI ArchitectureMulti-agentcost analysis
0 likes · 24 min read
Why Three AI Agents Beat One: Planner‑Generator‑Evaluator Architecture Explained
Architect
Architect
Mar 26, 2026 · Artificial Intelligence

How Anthropic’s Harness Keeps Long‑Running AI Agents on Track

The article analyzes Anthropic’s Harness design for long‑running applications, detailing how it mitigates context anxiety and self‑evaluation bias through sprint contracts, rubric scoring, and a planner‑generator‑evaluator architecture, and evaluates its effectiveness across multiple versions.

AI agentsContext ManagementLong-Running Tasks
0 likes · 13 min read
How Anthropic’s Harness Keeps Long‑Running AI Agents on Track