A developer published a seven-build "Harness Engineering" roadmap arguing that reliable coding agents depend less on prompt quality and more on the environment around the model. The roadmap covers sco…
A Harness Engineering team lead replaced OpenSpec with the AIDLC workflow to improve AI-generated code quality, reporting that development speed increased but bug-fixing time remained high. The author…
In the seventh installment of the Harness Engineering series, the developer details the Memory Layer, a component that gives AI agents persistence within and across sessions. The article distinguishes…
In the sixth part of the Harness Engineering series, the developer explains the role of the Environment in agentic systems, where tool side effects materialize. The post outlines three key properties—…
In the fifth installment of the Harness Engineering series, the developer introduces context engineering, the discipline of designing the payload sent to a language model on every turn of an agentic l…
Harness Engineering introduces a structured framework for AI-native development that coordinates reasoning, knowledge, workflows, validation, and continuous improvement. The framework includes the KK/…
An agent harness — the operational layer that connects an LLM to tools, memory, and guardrails — is the critical but often overlooked component that determines whether production agents succeed or fai…
A developer wrote 'Harness Engineering: Building Reliable Systems Around Non-Deterministic Agents' to address the inconsistency of coding agents across different repositories. The book teaches techniq…
A developer introduces the concepts of 'charter' and 'harness' to clarify how agentic coding systems are governed. The charter is defined as all authored material specifying agent behavior, including …
A developer released a book titled 'Harness Engineering' on LeanPub, offering a pay-what-you-want model starting at $10. The book covers a discipline for building reliable workflows around non-determi…
Harness Engineering introduced a reflection mechanism into the OpenSpec workflow within OpenCode, adding a requirements review step that improved AI-generated code quality. The reflection agent, runni…