AI圈报教程 / 实战普通
How I Built a Code Reviewer That Remembers Every PR It's Ever Seen
内容摘要
I've reviewed enough pull requests to know the pattern: someone forgets to wrap an API call in a...
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教程 / 实战普通
Pausing an agent mid-task and resuming it four minutes later, with its memory intact
DigitalOcean's Managed Agents claims a paused session keeps its processes and memory. I put a counter in a shell variable, paused for 4m28s, and it came back at 48. Forking was stranger.
信息来源：DEV Community
教程 / 实战普通
[AI in Action] Gemini 3.8 Live Upgrade: Paying Off Technical Debt and How My Test Script Fooled Me Three Times
前情提要 我有一個自己每天在用的 LINE Bot，linebot-helper-python。丟網址回摘要跟社群文案，丟 YouTube...
信息来源：DEV Community · Gemini
教程 / 实战普通
[AI in Practice] Shadowing Assessment with Gemini 3.5 Transcribe: Let Song Lingo Listen to You Read Lyrics
前情提要 第一篇我用 Gemini 3.8 Flash TTS 做了 Song Lingo：貼 YouTube MV 網址，Gemini 轉錄歌詞、加上拼音翻譯文法，再由一位用...
信息来源：DEV Community · Gemini
教程 / 实战普通
OpenAI Tightens Frontier RL Security With Isolated Environments and Monitoring
OpenAI has publicly detailed a more restrictive security approach for frontier reinforcement...
信息来源：DEV Community · OpenAI
教程 / 实战普通
OpenAI agents and RubyGems: what the May attack report found
OpenAI agents ran May's RubyGems spam campaign, researchers say: the disclosure timeline, the API key leak, what RubyGems fixed, what gem owners should check.
信息来源：DEV Community · OpenAI
教程 / 实战普通
Ask ten LLMs for a Blender 5.0 script. Then run it in Blender 5.0.
This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked ...
信息来源：DEV Community
教程 / 实战普通
Ask the Archive: a Q&A agent grounded in 150 stories of Black California history
This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content ...
信息来源：DEV Community
教程 / 实战普通
Your AI agent installs skills like npm packages — but nobody's scanning them
Last month I counted the "skills," plugins, and MCP servers I'd dropped into my AI coding agent....
信息来源：DEV Community
教程 / 实战普通
Agents won't kill apps... on a phone, they can't act without them
At WWDC this year, in the keynote, Apple confirmed something I had been holding as a logical...
信息来源：DEV Community
教程 / 实战普通
I let AI write my code for a month. The junior devs caught what it broke — I didn't.
Everyone's posting about how AI made them 10x faster. Here's the part nobody screenshots — a month of AI-assisted code where the regressions were silent, plausible, and mine to own. The juniors on the team caught three of them. I caught no…
信息来源：DEV Community