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Numeric has replaced traditional design tools like Figma with a fully code-based design system, letting designers, engineers, and non-engineers build and ship interactive React prototypes in the browser. The company says…
Anthropic's Claude Code best practices page, checked on 2026-09-23, advises developers to give Claude a runnable check such as tests or a build, plan before multi-file changes, keep CLAUDE.md short, clear context between…
A review of research on AI coding assistants finds that productivity gains depend heavily on context: field experiments with 4,867 developers at Microsoft, Accenture, and an anonymous Fortune 100 company found GitHub Cop…
Unitary Foundation's sixth annual unitaryHACK hackathon closed 165 bounties across 46 projects, awarding $17,870 to 85 hackers, with 17 in-person HACKdays across four continents and 86 countries represented, though the n…
A developer has created a reusable system of Markdown files to help AI coding agents retain project context across sessions. The system splits guidance into four files—AGENTS.md, OVERVIEW.md, MEMORY.md, and ERRORS.md—eac…
Developer Chudi Nnorukam released a public MIT-licensed repository, github.com/ChudiNnorukam/claude-code-adhd-skills, containing two Claude Code skills—mirror and librarian—that he runs daily to address specific executiv…
In a benchmark of three large language models for detecting subtle security vulnerabilities in code, Claude 3.5 Sonnet outperformed GPT-4o and DeepSeek-V3 in identifying an Insecure Direct Object Reference flaw in a Pyth…
Benoit Schillings, VP of Research at Google DeepMind, said the mundane work of writing code is going away as AI takes over generation, shifting engineers' focus to problem definition, validation, security, and performanc…
JetBrains Research introduced an evaluation pipeline that analyzes LLM trajectories for agentic coding, revealing that Claude Opus 4.7 and Gemini 3.5 Flash solved the same number of tasks on a private benchmark but diffe…
A developer detailed a method to offload trivial text tasks from Anthropic's Claude Code to a local Qwen3.5-4B model running on llama.cpp, using a custom skill that calls a Python script via Bash. The setup, which avoids…
An engineer warns that AI-generated code often implements authentication but misses authorization, leading to Broken Object Level Authorization (BOLA) vulnerabilities. The developer demonstrates how an endpoint that chec…
Poka-yoke, a mistake-proofing skill set for AI coding assistants, improves the rate at which models identify design constraints from 42% to 81%, according to benchmarks from developer rainmanjam. Across 591 blind-graded …
RapidNative co-founder Sanket Sahu announced that its coding agent runs without a virtual machine or cloud sandbox, using Lifo, an open-source Linux-like OS engine in TypeScript, to build full-stack React Native apps in …
Anthropic's Claude AI does not have a single unified memory system; instead, chat, projects, Claude Code, and API-based applications each use distinct mechanisms with different storage and boundaries. The article maps th…
A non-coding developer maintains a self-correcting file-based protocol across four production projects, including a crypto trading system, an e-commerce web app, an AI decision system, and an agent infrastructure layer. …
MongoDB Atlas provides a persistent memory solution for Claude Code to prevent context loss during long sessions, using a plugin that stores and retrieves information across turns and sessions via a store interface. The …
Anthropic's Claude Code uses prompt caching to reduce token costs by reusing stable context prefixes across turns, with cache reads billed at approximately 10% of standard input-token cost, making long, coherent sessions…
A developer built omni-skill-claude, a Claude Code skill that wraps Google's gemini-omni-flash-preview model in a FastMCP server, enabling stateful video editing from the terminal. The skill leverages Gemini's Interactio…
BrassCoders treats every developer's code the same way by running 12 static-analysis scanners and emitting the union of their findings as YAML, catching vulnerabilities that AI assistants miss. The tool is offline and de…
A developer argues that while AI can write plausible React code, it cannot reliably identify subtle bugs like stale closures or incorrect dependency arrays. The developer built ReactGrind, a platform with real automated …