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A guide explains how to safely run coding agents like Claude Code in YOLO mode locally by executing them inside a Docker container, protecting the host machine from malicious actions while allowing the agent to operate f…
A development team is merging 60 AI-generated pull requests per person per week, leading to an unrecognizable codebase with mounting technical debt, duplicated code, and fragile architectures, according to the Syntax pod…
FastContext, a local 4B-RL explorer running via Ollama, was tested as an MCP tool for Claude Code on four hard git queries against the git codebase. The tool returned thin or drifting results on a recursive merge query, …
A bootcamp graduate tested ten AI coding models on five tasks, scoring them on code quality, readability, and explanation clarity. The experiment found that DeepSeek V4 Flash and DeepSeek Coder offer the best value at $0…
Orca, an open-source Agent Development Environment (ADE) for running multiple coding agents in parallel, has gained 7,747 stars on GitHub with 1,949 new stars in the last week. Built by Stably AI, the desktop app allows …
Aikido Security launched Code Audit, a feature using multiple AI agents to perform pentest-grade vulnerability discovery on static source code without requiring a live environment. The tool aims to help lean engineering …
Anthropic's Claude Code now generates 4% of all public GitHub commits, and its new Dynamic Workflows feature enables autonomous, large-scale codebase migrations with hundreds of parallel subagents. This capability create…
Software engineers are building outer harnesses for coding agents to increase trust in AI-generated code, combining feedforward guides and feedback sensors that are either computational or inferential. This approach aims…
Software engineers have developed a functional dependency on AI code generation tools, with 84% of developers using or planning to adopt them, according to Stack Overflow's 2025 survey. Google CEO Sundar Pichai reported …
A team building with AI coding agents developed a "harness" system to address eight specific failure modes, including agents lacking project context, being unable to verify their work, and performing dangerous actions wi…
Kodus has released a set of AI-powered code review tools specifically designed for .NET applications, addressing common bottlenecks in the manual review process. The tools automate the detection of style violations, comm…
A developer built Magic Diff, an open-source tool that uses AI to summarize code changes across committed or uncommitted files, aiming to improve the review of AI-generated code. Written in Go/Wails/React, the tool is av…
Grafana released agento11y, a coding-agent observability tool that monitors usage, cost, tokens, and tools across Cursor, Claude Code, Codex, Copilot CLI, OpenCode, Pi, and Vibe in one place. The tool installs via curl, …
A 2025 Veracode analysis of over 100 large language models found that 45% of AI-generated code causes known security issues and vulnerabilities, while human review effectiveness drops after 400 lines of code. PagerDuty r…
Anthropic's Claude Code can be organized into a file-based workspace that improves long-term productivity for product managers, according to a guide published on the company's engineering blog. The starter workspace, ava…
Tadashi Shigeoka released omh-issue-loop, a Hermes Agent skill that automates the full journey from a GitHub issue to a pull request by orchestrating Codex CLI for implementation and Claude Code CLI for review, with the …
Vibe coding is not dead but is being renamed as its original meaning splits into two distinct modes, according to an analysis of industry data and statements from its inventor Andrej Karpathy and Google. Karpathy, who co…
A developer argues that AI has not made code disposable; instead, computers now depend on it more than ever. While many lament the industrialization of software, the developer contends that code remains crucial as a form…
GPT-5.6 Sol and Claude Fable 5, the latest frontier models from OpenAI and Anthropic respectively, excel at different tasks, with GPT-5.6 Sol offering faster, structured planning and code review while Claude Fable 5 prov…
Langfuse launched code evaluators allowing users to run untrusted Python or TypeScript code in its multi-tenant SaaS environment. The company chose AWS Lambda for its runtime due to security, scalability, and self-hostin…