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The AC/DC framework provides teams with a structured approach to govern AI coding agents, shifting focus from code generation speed to oversight and control. By defining clear roles, responsibilities, and checkpoints, th…
A new open-source tool, find-dup-defs, identifies duplicated and near-duplicated Python code using structural AST analysis and a normalized "Thickness" score to rank refactoring urgency. The tool claims to be 2-12 times …
A developer has created SVGIcons MCP, a Model Context Protocol server that integrates the SVGIcons catalog directly into Claude Code. The tool allows developers to search for and retrieve SVG icons from within their term…
Atlassian launched Agentic Multiplayer Protocol (AMP), a foundation for human-agent collaboration across its platform, along with Teamwork Graph, which indexes source code down to functions, symbols and classes and provi…
A software studio founder detailed a multi-model AI coding workflow that assigns work to tiers by error cost, reserving Tier A models such as Claude Opus and GPT Sol for foundational decisions like PRDs, database schemas…
OpenAI's Codex loads skills from a SKILL.md file in .agents/skills folders, capping the initial skill list at 2 percent of the model's context window or 8,000 characters when the window is unknown, according to OpenAI's …
Anthropic announced on October 1st that Claude Code now supports developer-written "mods" that can rewrite prompts before they reach the model, block or retry tool calls, approve or deny permission requests, and replace …
A developer published a set of design constraints intended for AGENTS.md or CLAUDE.md files to improve AI coding agents' C++ output, anchored on the GNUS C++ Coding Standards as the authoritative reference for syntax, na…
WorkOS released a CLI command, `workos mcp install`, that writes the WorkOS MCP server definition at `https://mcp.workos.com/mcp` into Claude Code, Codex, and Cursor in a single run, with no API key or CLI sign-in requir…
A developer built CodeGuard AI, a self-hosted AI code-review application using Java 17+ and Spring Boot that inspects GitHub pull requests, analyzes them for bugs, security, performance and best-practice issues, and post…
A developer published a reusable prompt and workflow for running AI-assisted code reviews that focus on correctness and impact rather than style, aiming to complete reviews in seconds instead of minutes. The approach fet…
A developer argues that AI coding agents have shifted software development's bottleneck from code production to verification, drawing a parallel to the Toyota Production System's Jidoka principle of stopping production w…
A developer measured Claude Code v2.1.273's handling of large MCP tool outputs and found that its 25,000-token limit is enforced by a check that only triggers after a character-based size check, allowing 24,000 character…
A developer reviewed the source code of more than 100 open-source projects that use TypeSafe's JEV decision model, cataloguing the results in the awesome-jev repository. The review found that the most valuable patterns w…
A new open-source tool called WTF (agent-wtf) lets developers auto-audit changes made by coding agents such as Claude Code, Cursor, Copilot, Codex, and Aider by inspecting the resulting Git diff rather than the agent its…
A developer outlined a four-step workflow for handing off an unfinished coding project from one AI coding agent to another, centered on a shared "Living Memory Room" that stores durable context such as goals, architectur…
Hugging Face released six open-source agent skills that let coding agents such as Kiro and Claude Code deploy production-ready Hugging Face models on Amazon SageMaker AI with autoscaling, Amazon CloudWatch alarms, and th…
OpenAI's recent Codex release notes describe administrator settings for website defaults, uploads, downloads, browser history, developer access, saved approvals, and approval duration, according to a guide on browser-pol…
A 648-episode coding-model benchmark comparing Claude Fable 5.1, GPT-6 Astra, and a local Qwen3.8-27B finished with 602 episodes completed and 555 hidden-test passes at zero additional API cost, routing all cloud calls t…
Generative coding tools produce plausible artifacts rather than correct ones because they complete patterns from their training corpus without any representation of the artifact's purpose, a structural property that surf…