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工程实践July 29, 2026

The Coding Agent That Runs As You

The August 2025 Nx s1ngularity attack turned installed AI coding agents into credential scanners. 2,349 secrets, 1,079 repos compromised. The --dangerously-skip-permissions flag was the entire attack. Here's the architectural fix.

#代码治理#AI编程#Agent#Claude#AI Security#Supply Chain

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技术July 28, 2026

Codex Becomes a Super-Individual, EvoX Builds a Swarm — Two Roads for Multi-Agent

A Chinese team called EvoMap matched OpenAI Codex on six multi-agent benchmarks while running 3x cheaper — by throwing out the planner agent entirely. Codex bets on one super-individual; EvoX bets on a deterministic swarm. The bottleneck was never the model.

#AI Agent#Codex#AI工程

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AIJuly 28, 2026

NVIDIA's Open Models Are Not Charity. They're CUDA With Weights

NVIDIA's open models are a distribution layer for its hardware and software ecosystem: shared foundations, open recipes, and production deployment turn free weights into infrastructure adoption.

#AI模型#开源

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AI 洞察July 27, 2026

Why Claude Code Deleted 80% of Its System Prompt — and What Builders Should Delete Next

Anthropic's Claude Code team revealed they cut more than 80% of the system prompt when targeting Opus 5 and Fable 5 — coding evals did not regress. Here is the six-rule Then/Now shift, and the deletion checklist for your own CLAUDE.md.

#上下文工程#AI编程#Anthropic#Claude

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工程实践July 26, 2026

Claude Opus 5 Exposes the Next AI Engineering Bottleneck: Inference Policy

Claude Opus 5 turns inference policy into a production concern. A task-aware framework for effort, tools, retries, verification, fallback, latency, and cost.

#AI工程#Anthropic#Claude

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AI 洞察July 23, 2026

Stop Counting Agents. Start Counting Who Decides.

Cursor's internal Agent swarm ran the same SQLite rewrite twice and got 70,000 conflicts the first time, 47 the second. The hardware and the models did not change. The org chart did. Here is what every team shipping coding Agents should steal on Monday.

#AI Agent#Agent#AI工程#IDE

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Crafting digitalmasterpieceswith code.

Latest Posts

The Coding Agent That Runs As You

Codex Becomes a Super-Individual, EvoX Builds a Swarm — Two Roads for Multi-Agent

NVIDIA's Open Models Are Not Charity. They're CUDA With Weights

Why Claude Code Deleted 80% of Its System Prompt — and What Builders Should Delete Next

Claude Opus 5 Exposes the Next AI Engineering Bottleneck: Inference Policy

Stop Counting Agents. Start Counting Who Decides.

Featured Projects

LumiBlog

creatANKIToExcel

Crafting digital @keyframes gradient-shift-_R_9canqbivb_ { 0%, 100% { background-position: 0% 50%; } 50% { background-position: 100% 50%; } } masterpieceswith code.

Latest Posts

The Coding Agent That Runs As You

Codex Becomes a Super-Individual, EvoX Builds a Swarm — Two Roads for Multi-Agent

NVIDIA's Open Models Are Not Charity. They're CUDA With Weights

Why Claude Code Deleted 80% of Its System Prompt — and What Builders Should Delete Next

Claude Opus 5 Exposes the Next AI Engineering Bottleneck: Inference Policy

Stop Counting Agents. Start Counting Who Decides.

Featured Projects

LumiBlog

creatANKIToExcel

Crafting digitalmasterpieceswith code.