AI Info

Harness Engineering

62 min read

How to Turn AI into a True Teammate: Spec-Driven Harness Engineering and Google OKF

To overcome the debugging ping-pong and hallucinations caused by prompt-centric vibe coding, we present a practical spec-driven harness engineering architecture that couples Obsidian-based spec indices (Google OKF) with terminal agents to ensure production stability.

#Generative AI #Harness Engineering #Agentic Workflow #System Design #LLM Ops

2026-09-14 • Read More →

Harness Engineering

62 min read

[SDLC Harness Engineering] Part 1: Defining What & Why Before AI Coding (Harness Overview & Product Discovery)

To prevent technical debt caused by indiscriminate code generation in the generative AI era, this article covers the fundamentals of harness engineering and a hands-on Product Discovery workflow to specify and govern business value and boundary constraints before AI writes code.

#Generative AI #Harness Engineering #Agentic Workflow #LLM Ops #System Design

2026-08-06 • Read More →

Harness Engineering

39 min read

Awakening from the Illusion of the 'Autonomous AI Agent': A Human-AI Collaborative Architecture Converting Non-Deterministic Intelligence into Deterministic Software

Addressing the illusions of fully autonomous AI agents and their mounting technical debt in production, this article presents Harness Engineering and human-AI collaborative architectures to govern non-deterministic LLMs as deterministic software systems.

#Generative AI #Agentic Workflow #Harness Engineering #System Design

2026-06-14 • Read More →

Harness Engineering 3 posts

How to Turn AI into a True Teammate: Spec-Driven Harness Engineering and Google OKF

[SDLC Harness Engineering] Part 1: Defining What & Why Before AI Coding (Harness Overview & Product Discovery)

Awakening from the Illusion of the 'Autonomous AI Agent': A Human-AI Collaborative Architecture Converting Non-Deterministic Intelligence into Deterministic Software