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12:36
2026-10-01
dev.to
ai-agents

Measure an AI Coding Harness from L0 to L4 with Harness Score

A developer released Harness Score, an open-source scanner that grades an AI coding harness from L0 to L4 by checking repository evidence such as context files, scoped rules, skills, hooks, sensors, and CI. The tool make…

16:04
2026-09-28
promptcube3.com
ai-tools

Claude Code now turns Lichess games into commented videos

A developer built a Claude Code workflow that combines Claude's visual processing with a local Stockfish engine to generate fully commented videos of Lichess games from board screenshots and audio notes, bypassing standa…

15:11
2026-09-27
dev.to
ai-tools

Can DeepSeek 4.1 Flash Replace Your $20 Coding Subscription?

A developer benchmarked DeepSeek 4.1 Flash against the five-role Ship-Bench suite by wiring it into GitHub Copilot Desktop through OpenRouter, and the model averaged 94.5 with 5/5 phases passed, beating the prior Grok 4.…

06:42
2026-09-23
dev.to
ai-agents

Claude Code MCP setup and usage rules

A developer detailed a year-long effort to refine a Claude Code MCP setup, settling on four active servers across two machines: Context7 and CodeGraph on a work laptop, plus Discord and Chrome extension servers on a Mac …

22:24
2026-09-22
github.blog
developer-tools

Faster C++ code intelligence with whole codebase indexing

GitHub Copilot CLI now supports whole codebase indexing (WCI) for C++ code intelligence, using the Microsoft C++ Language Server to build a persistent symbol index across an entire project, including files that aren't cu…

06:36
2026-09-22
abhinavr.me
ai-tools

Be the first human to review your own code

Developers should read their own full diff line by line and run an AI review before requesting human review, according to a guidance post on AI-assisted coding. The post recommends fixing or rejecting each AI finding per…

10:55
2026-09-19
eflx.top
ai-agents

First principles of UI composition for your coding agents

A developer guide lays out four levels of UI components — headless, design system (such as shadcn/ui), layout, and consumer — and five rules for keeping AI coding agents from producing sloppy interfaces. The rules direct…

20:17
2026-09-18
github.blog
ai-products

Copilot code review: An improved review experience

GitHub made its improved Copilot code review experience generally available, adding a refreshed overview comment that groups findings into Open, Resolved since last review, and Previously missed, plus titles on each revi…

09:09
2026-09-16
devblogs.microsoft.com
ai-agents

Your AI coding agent evaluation is only as good as its sandbox

A Microsoft developer's evaluation of GPT-5.6 Luna's knowledge of Dev Proxy versions was invalidated because the coding agent located a local Dev Proxy installation and source checkout on the host machine despite web acc…

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