Tagged articles

DxC

3 articles · Page 1 of 1

Sep 14, 2026 · R&D Management

Six Pivots to Kill 'AI Taste': Materials, Choices, and Responsibility in Agent-Native Writing

The author details six iterations in building DxC, an agent-native WeChat writing system, revealing that 'AI taste' originates not from surface language patterns but from missing real materials, authorial choices, and accountability; the fix requires material-first drafting, structural editing, independent proofreading, and author confirmation.

AI TasteAI writingAgent-Native

0 likes · 17 min read

Six Pivots to Kill 'AI Taste': Materials, Choices, and Responsibility in Agent-Native Writing

Tech Architecture Stories

Sep 2, 2026 · Artificial Intelligence

Architectural Evolution of a Workflow Agent Native Product: DxC's Boundary Redefinition

This article details the architectural evolution of DxC, a workflow-type Agent Native product for WeChat content creation, describing how it progressed from Skills-driven workflows to a three-boundary architecture separating Agent intent, Skill interaction, and deterministic machine contracts, with principles for tool design, opaque work items, and a five-layer verification strategy.

Agent-NativeCLI designDxC

0 likes · 21 min read

Architectural Evolution of a Workflow Agent Native Product: DxC's Boundary Redefinition

Tech Architecture Stories

Aug 31, 2026 · Artificial Intelligence

Why Agents Overstep Skill Constraints: How Ambiguity Triggers Error Cascades

The author analyzes why AI agents like WorkBuddy violate Skill constraints in the DxC writing system, identifying three failure modes, two anti-patterns, and how moving orchestration back to deterministic CLI in v0.3 reduced but didn't eliminate boundary issues, highlighting the need to separate probabilistic judgment from deterministic state management.

AI agentsAnti-patternsDxC

0 likes · 16 min read

Why Agents Overstep Skill Constraints: How Ambiguity Triggers Error Cascades