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15:55
2026-05-30
code.visualstudio.com
ai-tools

The Coding Harness Behind GitHub Copilot in VS Code

GitHub has detailed the coding harness powering GitHub Copilot in Visual Studio Code, a system that assembles context, exposes tools, and executes the agent loop to translate language model outputs into editor actions. T…

19:09
2026-06-28
startupfortune.com
ai-agents

AI coding agents are turning code review into the next startup risk

Cursor data shows a rising share of AI-generated code changes reaching production without manual review, signaling a shift in software development practices. GitLab's AI Accountability Report reveals 80% of organizations…

00:00
2026-07-20
blog.appsignal.com
artificial-intelligence

Why AI-Generated Code Needs Monitoring More Than Handwritten Code

AI-generated code reaches production faster but introduces unique risks such as aggressive caching, memory bloat, silent failures, and security overhead, according to a developer analysis. Unlike handwritten code, AI-pro…

01:07
2026-06-20
dev.to
artificial-intelligence

I Made Claude Code Think Before It Codes. Then I Gave It a Team.

A developer upgraded Claude Code from a disciplined solo coder to a multi-agent architecture that operates like a software engineering team. The v2 system uses an orchestrator that never writes code, dispatching tasks to…

20:44
2026-07-07
dev.to
developer-tools

Moon Code: The AI Coding IDE That Actually Works With You

Moon Code is a new macOS desktop IDE that integrates an AI coding agent directly into the workspace, executing commands, editing files, and managing encrypted secrets. It features automatic history compaction, a permissi…

21:52
2026-05-27
discourse.openrobotics.org
robotics

Coding a Classical Robot Controller in the Age of Coding Agents

A team of two fathers competing as MacCody in the AI for Industry Challenge spent six weeks using coding agents to build a classical robot controller for a UR5e to insert fiber connectors into a randomized task board. Th…

06:19
2026-07-28
byteiota.com
artificial-intelligence

Alibaba’s open-code-review Beats Claude Code at 1/5 Cost

Alibaba open-sourced its AI code reviewer open-code-review, which achieved a 26.1% F1 score on a benchmark of 200 real pull requests, outperforming Claude Code's 15.5% F1 at one-fifth the token cost. The tool, used inter…

18:20
2026-07-02
jacob.gold
ai-safety

Coding Models Are Code

A security researcher warns that coding models should be treated as executable code, as they can generate malicious tool calls that exfiltrate environment variables or introduce subtle vulnerabilities like JWT algorithm-…

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