#AI编程
9366 related articles
Particle-1 Lands on AI Gateway: A Token-Efficient Model Built for Software Engineering
Particle AI's Particle-1 model launches on Vercel AI Gateway, post-trained on DeepSeek V4.1 Flash to complete software engineering tasks with fewer tokens, featuring a 1M-token context for debugging, code change planning, and multi-step problem breakdown.
Akai Embraces Vibe Coding: A New Era for Open-Source MPC Modding
Akai ships open-source firmware on its unreleased MPC Sample Key and opens it early to the modding community, embracing vibe coding. We analyze the impact on music hardware, developer ecosystems, and co-creation.
Paseo Integrates Vercel Sandbox: Run Coding Agents in the Cloud and Take Over Across Devices
Paseo launches the Vercel Sandbox plugin, enabling cloud-based coding agents like fx, Codex, Claude Code, OpenCode, and Pi with cross-device session takeover.
DeepSeek V5 Code Leak? It's Actually a Compatibility Test
AI Evening Report: DeepSeek Harness code shows V5 model names, deemed a compatibility test; Artificial Analysis V5 leaderboard released with DeepSeek tied for first among open-source models; Codex reset complete with news teased for tomorrow; coding agent security risks and OpenAI TPU procurement rumors analyzed.
The AI Coding Terminal Built for DeepSeek: A Deep Dive into the 38K-Star Open Source Project
A deep dive into the open source AI coding terminal built for DeepSeek: 38K stars, 20 parallel agents, three security modes, and OS-level sandbox isolation for fully automated file reading, code editing, and command execution from a single-sentence requirement.
AI Thesis Writing Pitfalls: DeepSeek Warnings and Correct Prompts
Bilibili creator shares a pitfall-avoidance guide for using AI like DeepSeek to write theses: one-click full-text generation leads to high repetition and AI rates. The correct approach is to download CNKI literature first, have AI build a knowledge base and outline, then generate section by section with academic prompts, plus discussion of model selection and hallucination issues.
DeepSeek V4.1 Flash Hands-On: One-Prompt 3D Mechanical Watch at Just 26 Cents per Task
Overseas blogger runs nine hands-on tests on DeepSeek V4.1 Flash: one-prompt 3D mechanical watch, multimodal pastry counting with occlusion inference, and only 26 cents per task at up to 1,286 tokens/sec.
Android Studio Opens Up to Any Coding Agent: The BYOA Era Begins
Android Studio launches Bring Your Own Agent, letting developers connect Cloud Agent, Codex, Anti-Gravity, or any coding agent in the IDE and access the emulator, build system, and Compose preview.
Vercel Raises Container Image Layer Limit to 2 GB, No More Splitting Large Toolchains
Vercel Container Registry raises the single compressed image layer limit from 500 MB to 2 GB, while total image size remains 15 GB. This article explains the impact on large toolchains, dependency sets, and Vercel Sandbox coding-agent evaluation environments, with CLI push commands.
OpenAI and ServiceNow Expand Partnership: AI Agents Come to Enterprise Workflows
OpenAI and ServiceNow expand their partnership, embedding OpenAI models and agents into ServiceNow workflows while bringing ServiceNow workflows into ChatGPT and Codex—a bidirectional AI integration for enterprise workflows.
Letting Claude Run Indefinitely: Three Key Loops for Long-Horizon Agent Tasks
How to let Claude Agent run autonomously for long periods: from RLVR principles to the four-step loop of tedious task selection, automated verification design, tool supply, and bottleneck questioning—plus a review of TS Rust, Lust, and Skate 3 Bench's real costs and limitations.
Google Releases Gemini 4 Carbon: Significant Leap in Cybersecurity Capabilities
Google releases frontier model Gemini 4 Carbon, claiming significant gains in coding, agentic tasks, and cybersecurity, and topping the Artificial Analysis Intelligence Index v5.0, with Claude Opus 5.5 and GPT-6 Astra close behind.
Vercel CI Beta Released: Run Turborepo with a Single Line of Config
Vercel CI enters beta: Turborepo users can run CI by tagging tasks with ci in turbo.json. Vercel claims 2-6x faster push-to-CI-passed times.
Vercel CLI Update: AI Agents Can Now Enable Web Analytics and Observability Plus Autonomously
Vercel CLI 64.2.0 lets AI agents enable Web Analytics and Observability Plus without an interactive terminal. Learn the new commands, subscription requirements, and what it means for agent automation.
Emacs at 50: How the Editor Legend Continues to Shape the AI Era
Emacs turns 50: MIT Technology Review's report sparks Hacker News discussion. We explore Emacs's extensibility philosophy, its community ecosystem, and what it teaches AI coding tools.
AI SDK RSC 3.0.156 Patch Released: Minor Iteration and Ecosystem Synergy
The AI SDK RSC package releases patch 3.0.156, synchronizing the ai@7.0.156 dependency update. This article explains the patch's positioning, the multi-package version synergy mechanism, and the value and upgrade advice for using AI SDK in RSC scenarios.
@ai-sdk/sandbox-vercel 1.0.167 Patch Release: Template Version Bump Invalidates Stale Templates
@ai-sdk/sandbox-vercel releases patch 1.0.167, invalidating stale templates by bumping template versions to fix sandbox environment consistency issues. This article explains the patch contents, release process, and upgrade advice for developers.
@ai-sdk/sandbox-just-bash Patch Released: A Minor Iteration in the AI Sandbox Toolchain
@ai-sdk/sandbox-just-bash releases patch 1.0.167 with only 5 commits syncing the harness dependency. This article explains the package name design, the layered relationship between sandbox and harness, and whether this patch update is worth following.
@ai-sdk/tool-bash 1.0.10 Released: Patch Update Aligned with ai@7.0.156
@ai-sdk/tool-bash 1.0.10 patch release aligned with ai@7.0.156, auto-published by GitHub Actions with signature verification. A look at what this patch means for developers.
AI SDK Svelte 5.0.156 Patch Released: The Ecosystem Signals Behind a Minor Version Update
AI SDK's Svelte adapter package releases patch 5.0.156, auto-published by github-actions with a GPG signature, with changes pointing to core ai@7.0.156 dependency alignment. This article explains the release process, version-following mechanism, and practical impact on Svelte developers.