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Deterministic Systems

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Huolala Tech
Huolala Tech
Sep 30, 2026 · Artificial Intelligence

Harness Engineering: The Deterministic Layer That Makes AI Agents Stable and Efficient

This article details Harness Engineering practices for building stable AI agents, covering action space constraints, context management via data precomputation and cost control, event-driven task scheduling, memory persistence with version control, and operational metrics showing significant efficiency gains through deterministic control layers.

AI AgentData PrecomputationDeterministic Systems
0 likes · 17 min read
Harness Engineering: The Deterministic Layer That Makes AI Agents Stable and Efficient
Thought Artisan
Thought Artisan
Sep 14, 2026 · R&D Management

Architecture Governance: Why Platform Thinking Beats AI Hype

Experts discuss why software architecture governance—not AI tools—is the key to sustainable development efficiency, illustrating with a case study where refactoring a 480k-line system's core module from 65k to 15k lines resolved persistent bugs and improved maintainability, arguing that deterministic platforms and human cognitive density outweigh AI-generated code.

AI in developmentDeterministic Systemsarchitecture governance
0 likes · 11 min read
Architecture Governance: Why Platform Thinking Beats AI Hype