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Spec-driven development change AI-generated code maintenance

Spec-driven development with Codeplain is the future AI-era codebases have been signaling for years:…

AI 智能体的知识基建：KMM v0.0.2 如何让 Agent 真正「会学」

聊 AI Agent 架构的时候，大家最关注的是推理能力、工具调用、多步规划。这些确实重要。但有一个问题很少有人深入讨论：Agent 学到的知识，存在哪、怎么查、怎么沉淀？ 大部分 AI Agent…

From System of Record to System of Action: Agentic AI for ITSM

From System of Record to System of Action: Architecting Agentic AI for ITSM The goal of the modern…

The Pathogen Forecast: Using AI to Predict Outbreak Risks in Hydroponic Farms

We need to write a concise 400-500 word educational Dev.to article for professionals about AI automa…

On Invariance and Selectivity in Representation Learning

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Claude Code Costs, Act IV — The mistakes catalogue & cheat sheet

This act consolidates everything into two reference artifacts: a catalogue of the mistakes (each wit…

Claude Code Costs, Act III — The ecosystem of options for spending less

There is a whole open-source ecosystem aimed at cutting LLM cost. The trick to evaluating any of it …

Agentic AI: The Future of Autonomous Decision-Making in 2025

What is Agentic AI? Agentic AI represents a paradigm shift in artificial intelligence where system…

Delayed Progression, Digital Worlds, and Redefining Retail: AI News on June 26, 2026

Delayed Progression, Digital Worlds, and Redefining Retail: AI News on June 26, 2026 Greetings tec…

Claude Code Costs, Act II — Where the big hidden costs are

A single-model session that stays well-cached is cheap. The biggest swing in a multi-model bill come…

Claude Code Costs, Act I — How the billing actually works

How billing actually works, the ecosystem of options to spend less, and the mistakes that quietly co…