Code as Agent Harness
A new survey from arXiv introduces 'code as agent harness,' a framework positioning code as the operational substrate for AI agent reasoning, action, and environment modeling. The paper organizes agent infrastructure int…
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A new survey from arXiv introduces 'code as agent harness,' a framework positioning code as the operational substrate for AI agent reasoning, action, and environment modeling. The paper organizes agent infrastructure int…
AI-whisper, a new open-source tool, pairs two coding agent CLIs—such as Claude, Codex, or ezio—in a terminal-native workflow where one agent implements code while the other reviews it, autonomously iterating until a deli…
Researchers at Northwestern University and the University of Chicago developed a computational method to measure open codes in qualitative analysis, using LLM-enriched hierarchical clustering and four novel metrics (Cove…
Inithouse, a studio shipping multiple products in parallel, tested seven code quality checkers on vibecoded projects built with Lovable, Cursor, and Bolt. Audit Vibe Coding won for AI-specific audits, CodeRabbit for ongo…
Agent skills—folders of markdown files that instruct AI coding agents—have become one of the most-starred new categories of developer tooling, with repos like Superpowers and a community-built skill based on Andrej Karpa…
Equixly launched a Model Context Protocol integration that embeds its continuous penetration testing platform directly into AI coding assistants like GitHub Copilot and Claude, allowing developers to trigger security tes…
Batta, an open-source security review tool for AI coding agents, launches with plan-phase reviews that catch design flaws before code is written. The tool indexes a system's architecture—services, data flows, threats, an…
A developer argues that Confluence documentation inevitably goes stale because it's separate from code, and proposes tying documentation directly to code using tools like Spring Boot's springdoc-openapi for API docs and …
Tenet Security researchers disclosed a new supply-chain attack called "Agentjacking" that tricks AI coding agents into executing attacker-controlled code by injecting malicious error events into Sentry's public Data Sour…
Dupehound, a new open-source tool for detecting duplicated code in AI-generated codebases, has been released. The tool uses structural fingerprinting rather than text matching to identify duplicate functions, even after …
The Ultimate Elastic Patcher v1.60, an event-driven system console for file system and clipboard interaction, introduces clipboard monitoring, tactical alignment mode, and an integrated LLM compose workspace. The tool pr…
The article describes a solution to AI hallucination in software architecture using Code Property Graphs (CPG) and .NET 9. The CPG maps static code structure—layers, namespaces, classes, and dependencies—into a relationa…
The article explains that while AI-assisted development enables rapid feature delivery, it often creates "vibe debt"—code that works initially but lacks coherent design and is not fully understood by the developer who pr…
Creation of "Eve," a self-hosted, open-source AI coding assistant that runs locally on a user's GPU using Ollama, designed as an alternative to cloud-based tools like Claude Code and Cursor. Eve operates through a two-la…
Garry Tan, the head of Y Combinator, is coding late at night to stress-test his belief that AI has dramatically shortened the distance between an idea and a shipped product. He is building GStack, an open workflow that s…
L-SDF (Latent-Structured Documentation Format), a tool created to address the problem of AI coding agents like Claude Code quickly hitting usage limits due to repeatedly re-sending large codebase contexts. L-SDF generate…
The article is a curated list of resources for Claude Code, an AI coding tool by Anthropic. It covers foundational LLM concepts, official documentation for features like memory, subagents, and permission modes, as well a…
A comparison of Cursor, VS Code, and Windsurf reveals that AI-native editors like Cursor and Windsurf, both forks of VS Code, offer deeper AI integration and autonomous task execution, while VS Code remains the most reli…
Oracle has instructed contributors to OpenJDK, the open-source Java project it stewards, not to submit code or other content generated by AI, citing risks to review workloads, safety, security, and intellectual property,…
AI-generated code has inverted the economics of open source, making review, not code, the scarce resource, according to a post from an unnamed maintainer. The post argues that plausible-looking AI diffs can take longer t…