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Dify.AI
How regulated organizations can increase AI code velocity safely

Many industries are excited about the possibilities AI opens up for software development. Still, for regulated industries, there’s something extra The post How regulated organizations can increase...

How regulated organizations can increase AI code velocity safely

The New Stack
The New Stack · 2026-07-23T14:00:00Z

Discover seven cheaper, faster Claude Code alternatives for CLI agentic coding, with open-source tools, local models, MCP support, and better context control.

7 Best Claude Code Alternatives for CLI Agentic Coding

KDnuggets
KDnuggets · 2026-07-23T12:00:42Z
Code Coverage: How to Measure It, Understand the Metrics, and Improve Your Tests

Code coverage is one of those metrics that every development team talks about but few use to its full potential. Whether you’re shipping a SaaS product or maintaining a legacy monolith,...

Code Coverage: How to Measure It, Understand the Metrics, and Improve Your Tests

The JetBrains Blog
The JetBrains Blog · 2026-07-23T09:49:34Z
Vercel MCP can now deploy code

The Vercel MCP server can now deploy code directly to a new or existing project. When your AI assistant finishes building something, it can ship it to Vercel and hand back a shareable URL without...

Vercel MCP can now deploy code

Vercel News
Vercel News · 2026-07-23T00:00:00Z
iOS code could reportedly let Apple cut off apps when users miss iPhone payments

Code found in an iOS 27 beta would allow Apple to put a financed iPhone in "Restricted Mode" if it detects any missed payments, 9to5Mac reports. The finding follows a story from Bloomberg earlier...

iOS code could reportedly let Apple cut off apps when users miss iPhone payments

The Verge
The Verge · 2026-07-22T19:13:21Z
How to Evaluate AI Code Quality: A Practical Guide for Engineers

You asked the AI to write a function. It gave you something that looks right. It even runs. But is it actually good? Most engineers stop there. They see green and move on. That habit will quietly caus

How to Evaluate AI Code Quality: A Practical Guide for Engineers

freeCodeCamp.org
freeCodeCamp.org · 2026-07-22T16:40:37Z

Anthropic detailed the containment architectures it uses for Claude across its products. It argues that agent safety depends on placing deterministic limits on an agent’s filesystem, network, and...

Anthropic Details How It Contains Claude Across Web, Code, and Cowork

InfoQ
InfoQ · 2026-07-22T12:25:00Z
让 AI 快速「读懂」你的代码仓:Joy-Code-Graph 云端图谱服务的三次进化

代码知识图谱不是要取代 AI 的智能,而是要补齐它对代码全局关系的认知盲区。当 AI 能一眼看清「谁调用了谁、改动会波及哪里」,它写出的代码才真正靠谱;当这份认知安全地留在自己手里、随时被 Joygen 调用、并且永久沉淀在代码仓里——AI 编程的体验,才算真正上了一个台阶。这,就是我们做 Joy-Code-Graph 云端服务的初衷。能力共享,数据自主;一次建图,长期受用。

让 AI 快速「读懂」你的代码仓:Joy-Code-Graph 云端图谱服务的三次进化

京东科技开发者
京东科技开发者 · 2026-07-22T06:21:59Z
Building verification loops in Claude Code with skills

Building verification loops in Claude Code with skills

Claude
Claude · 2026-07-22T00:00:00Z
opencodex:让 Codex 和 Claude Code 跑在任意 LLM 上

opencodex 是一个本地代理,把 Codex 的 Responses API 翻译成任意 LLM provider 的协议。你可以在 Codex CLI、Codex App、SDK 里用 Claude、Gemini、DeepSeek、Grok、GLM、Qwen 甚至本地 Ollama 模型——也能在 Claude Code...

opencodex:让 Codex 和 Claude Code 跑在任意 LLM 上

ISLAND
ISLAND · 2026-07-22T00:00:00Z
Single-pass AI code isn’t dead, but “high-reasoning” is the next frontier

Ask an AI model what comes next after “bacon-double”, and the return is fairly unanimously “cheeseburger.” It’s a pattern-matched, single-pass The post Single-pass AI code isn’t dead, but...

Single-pass AI code isn’t dead, but “high-reasoning” is the next frontier

The New Stack
The New Stack · 2026-07-21T17:13:17Z
What’s new: Air gets more agents, local models, and Java/Kotlin code intelligence

The new release of JetBrains Air brings support for GitHub Copilot, OpenCode, Pi, Cline, and other ACP-compatible agents. It also adds IntelliJ-powered navigation and diagnostics for Java and...

What’s new: Air gets more agents, local models, and Java/Kotlin code intelligence

The JetBrains Blog
The JetBrains Blog · 2026-07-21T16:56:49Z
RubyMine 2026.2: Agentic Debugging, Native GitHub Copilot Integration, Default Symbol-Based Code Insight, and More

RubyMine 2026.2 is out! RubyMine 2026.2 introduces agentic debugging, native GitHub Copilot integration, AI completion with third-party providers, and symbol-based code insight enabled by default....

RubyMine 2026.2: Agentic Debugging, Native GitHub Copilot Integration, Default Symbol-Based Code Insight, and More

The JetBrains Blog
The JetBrains Blog · 2026-07-21T16:05:46Z
How Datadog built a “universal machine tool” for Claude Code

How Datadog built a “universal machine tool” for Claude Code

Claude
Claude · 2026-07-21T00:00:00Z
Branching databases like code: a CI/CD pattern for Lakebase, in production at Glaspoort

The problem we couldn't ignoreGlaspoort builds and operates fiber infrastructure in the Netherlands...

Branching databases like code: a CI/CD pattern for Lakebase, in production at Glaspoort

Databricks
Databricks · 2026-07-20T20:30:00Z

This article walks through the actual configuration, permissions, hooks, and command habits that separate a fresh install from a setup that holds up under real, sustained agentic work.

A Beginner’s Guide to Setting Up Claude Code for High Performance Agentic Programming

KDnuggets
KDnuggets · 2026-07-20T14:00:23Z
移动端视频编码参数速查:Claude Code Skill 一键查询最佳配置

编码参数选错,轻则画质下降,重则用户投诉「视频模糊」。但 iOS VideoToolbox 和 Android MediaCodec 的参数体系完全不同。本文写一个 Claude ...

移动端视频编码参数速查:Claude Code Skill 一键查询最佳配置

实时互动网
实时互动网 · 2026-07-20T02:52:52Z
Claude Code换上了AI 11天重写的Rust版Bun

Claude Code悄悄把底层运行时从Zig版Bun换成了Rust版,启动快了10%但根本没人察觉。 这次静默升级背后,藏着AI重写整个代码库、供应链收购和开源信任危机的三重炸弹,直接影响百万开发者日常工具链的稳定性与未来走向。 重写决定撕开开源信任的第一道裂口 Bun的Zig转Rust重构从第一天起就带着争议基因。 项目创始人Jarred Sumner在2026年5月用Claude

Claude Code换上了AI 11天重写的Rust版Bun

极道
极道 · 2026-07-19T22:01:00Z
我开源了 cc-session-migrate :让 Claude Code 会话在多台机器之间自由迁移

在使用大语言模型编程助手 Claude Code 时,开发者常面临会话数据受困于单一本地机器,无法在笔记本与远程服务器间自由切换的痛点。为此,本文作者基于 Go 语言开源了一款命令行工具 csm (cc-session-migrate)。该工具采用 NAT 友好的 Hub-and-Spoke(中心辐射)WebSocket...

我开源了 cc-session-migrate :让 Claude Code 会话在多台机器之间自由迁移

Tony Bai
Tony Bai · 2026-07-19T21:00:00Z
Move code review before the code

The pull request as we know it is roughly 20 years old, younger than the careers of many people now The post Move code review before the code appeared first on The New Stack.

Move code review before the code

The New Stack
The New Stack · 2026-07-19T14:00:00Z
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