AI圈报教程 / 实战普通
Gemini 4 Carbon is here. And it's built for the hard problems. 🚀
内容摘要
The AI race is no longer just about generating better answers. It's increasingly about building...
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教程 / 实战普通
Detecting Flaky Tests and Finding Their Root Causes with Strands Agents and Gemini
A few years ago (three years at most), one of the biggest challenges QA Engineers faced was: how do...
信息来源：DEV Community · Gemini
教程 / 实战普通
Sister CVEs: Predicting the Vulnerabilities You Haven't Found Yet
A scanner tells you which CVEs you have. We built a service that predicts the ones you probably also have but haven't found: ExploitDB co-occurrence mapping, Gemini for analysis, shipped as a Kubernetes microservice.
信息来源：DEV Community · Gemini
教程 / 实战普通
Google AI Classroom Part 3: Multimodal Orchestration - Right-Sizing Gemini 4 Argon, Gemini 3.8 Flash & On-Device Gemma 4 E2B with Google Genkit
Author: Cyrus Wong (黃俊彥) — Google Developer Expert - Cloud (AI), Senior Lecturer at HKIIT When...
信息来源：DEV Community · Gemini
教程 / 实战普通
This LLM cost function looks right. Can you spot the bug?
OpenAI counts reasoning tokens inside output_tokens, and Gemini counts thinking tokens separately. A short puzzle, the answer, and code you can run.
信息来源：DEV Community · OpenAI / Gemini
教程 / 实战普通
Open-weights models: A case (and first step) for Gemma over Gemini for budget & privacy
TL;DR: Gemini is the premier frontier model (family) from Google DeepMind. In the current...
信息来源：DEV Community · Gemini
教程 / 实战普通
Google AI Classroom Part 1: Solving the $25-Per-Exam Problem — Architecting a Sub-$0.02/Student Serverless AI Classroom with Gemini 4 & Firebase
Author: Cyrus Wong (黃俊彥) — Google Developer Expert - Cloud (AI), Senior Lecturer at HKIIT ...
信息来源：DEV Community · Gemini
教程 / 实战普通
Google Expands UCP Direct Checkout to AI Mode and Gemini in Canada
Google is rolling out direct checkout powered by the Universal Commerce Protocol (UCP) to shoppers in...
信息来源：DEV Community · Gemini
教程 / 实战普通
How I made "jump to message" work in ChatGPT, Claude and Gemini
I'm a third-year student, and a lot of my studying and project work happens in AI chats. The chats...
信息来源：DEV Community · ChatGPT / Claude / Gemini
教程 / 实战普通
My Confession: How a 3-Year Developer Built an Enterprise AWS RAG Platform with AI, Curiosity, and Systems Thinking (Bonus Part 6)
An honest confession from a developer with 3 years of experience: why I didn't hand-write every line of code, how AI tools like ChatGPT and Gemini were used, and why the real job in 2026 is systems thinking and asking the right questions.
信息来源：DEV Community · ChatGPT / Gemini
教程 / 实战普通
Stop Passive AI Rewrites: Agentic Coaching in Google Docs with gdocumentor
A Go CLI and MCP server that turns Gemini and any AI agent into a Socratic writing and code...
信息来源：DEV Community · Gemini