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Relay Network, a B2C communications platform, adopted AI coding assistants like GitHub Copilot while maintaining zero critical and high-severity security issues by embedding security into engineering. The company used Sn…
Software engineers Mario Zechner and Armin Ronacher, who helped build the OpenClaw AI agent, warned that AI coding tools are flooding software with "vibe slop" by enabling users to skip critical development steps like de…
Developers risk losing core engineering instincts by relying too heavily on AI coding tools, according to multiple experts. Lars Faye warns that agentic coding prevents junior developers from building problem-solving ski…
AI code review tools save 20-30% of review time when used correctly, according to a developer who ran AI-assisted reviews on real pull requests for about a year. The developer found that AI reviewers flag style issues an…
Anthropic admitted that engineering missteps caused a monthlong decline in Claude Code performance, affecting paying users who reported the tool as less capable and more expensive to use. The company's April 23 postmorte…
Prompt engineering for AI coding requires shifting from vague requests to precise specifications using an 'Anchor and Constraint' framework, according to a developer who tested workflows on Claude 3.5 Sonnet and Cursor. …
Alibaba open-sourced its internal AI code review tool, Open Code Review (OCR), under Apache-2.0 after two years of use, claiming it served tens of thousands of developers and flagged millions of defects. The tool's hybri…
A director of engineering argues that after the cost of producing code collapsed with the introduction of LLMs, about half of traditional engineering management rules rest on broken assumptions. The author warns that cla…
A developer automated their daily morning health check for a Claude Code setup using launchd, consolidating production HTTP probes, hook latency, launchd exit codes, API costs, and git status into a single Markdown file …
Cursor and Windsurf, both built on VS Code, differ fundamentally in their approach to AI-assisted coding: Cursor focuses on high-accuracy codebase indexing and multi-file edits via Composer, while Windsurf emphasizes age…
GitHub announced that Copilot code review now reads custom instructions from the head branch of pull requests, supports additional instruction files (REVIEW.md, GEMINI.md, CLAUDE.md), and allows custom setup steps via a …
GitHub has shipped a pre-commit vulnerability scanning feature for Copilot, available to all subscribers including Free tier users. The slash command scans uncommitted diffs for five OWASP vulnerability classes—injection…
REA, a new open-source tool released on GitHub, enables AI agents to reverse engineer binary code from apps without source code, using 68 tools and Hopper for deep native analysis. The tool, installable via npm or curl, …
A developer built agentproto, a daemon and CLI that unifies the lifecycle of multiple AI coding agents—Claude Code, Codex, Hermes, opencode, and Mastra—under a single interface with durable supervision, policy gates, and…
The International Council of Museums (Icom) adopted a revised code of ethics on June 25, addressing AI, climate change, and colonialism. The new code, approved by 85.9% of members, replaces the 2004 version and aligns wi…
N3MO, a deterministic code intelligence tool that parses source code ASTs into a queryable knowledge graph without embeddings or LLM calls, launched on Hacker News. It enables transitive dependency mapping, blast radius …
Anthropic's Claude Code and Claude Agent SDK enable developers to build agentic applications by combining a terminal-based agent loop with a programmable SDK. The SDK's query() function returns an async stream of typed m…
A developer forking the open-core Meetily product with AI coding tools reports that implementing speaker diarization requires a full pipeline redesign, as the legacy code for the feature is not wired into the active tran…
A developer explains why they refuse to run untrusted AI models in coding agents, citing risks of backdoored code and arbitrary execution. They trust only Anthropic and OpenAI due to legal and financial incentives, while…
Developers are adopting local proxy routers like Weave and 9Router to cut API costs and bypass the context re-read tax in AI coding assistants such as Claude Code and Cursor. These routers intercept API calls, route task…