Harness

You’re Obsessed With the Wrong Part of AI. The Harness Is the Real Silver Bullet.

📅 August 27, 2026 📂 AI & Machine Learning

The true leverage in AI-assisted work comes from the ‘harness’—the workflow, interface, and agentic loops surrounding the model—not the model itself. Stop chasing model releases. Optimize your harness. That’s where the real competitive advantage lies.

Agentic AI AI Harness Productivity Prompt Engineering Software Engineering Workflow

Your AI Model Isn’t the Problem. The Harness Is.

📅 August 17, 2026 📂 AI & Machine Learning

We tested 15 LLMs and improved every single one’s coding performance in a single afternoon — by changing only the evaluation harness, not the model. The harness is the invisible bottleneck most teams ignore, and it’s the easiest win in AI. Stop training. Start harnessing.

A/B Testing AI Benchmark Coding Evaluation Harness LLM Optimization Performance Prompt Engineering