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AI & Tools

Explore reporting, explainers and practical guides about AI & Tools. Tags help narrow the subject, while series pages bring related developments together over time.

Latest AI & Tools stories

6 articles
Original vector showing a Markdown document passing through a permission gate to a guarded automation workflow
AI & Tools • DEVELOPER AUTOMATION GUIDE

GitHub Agentic Workflows Makes Markdown Executable. The Guardrails Matter More.

GitHub Agentic Workflows is now generally available. Teams can describe reasoning tasks in Markdown, but approvals, permissions and compute costs still determine whether automation is dependable.

GitHubAI Agents
8 min read ↗
Original diagram of a coding task branching through three abstract model nodes and converging into a verified patch
AI & Tools • DEVELOPER TOOL ANALYSIS

GitHub Copilot Fusion Automates Model Choice. Who Controls the Cost?

Copilot Fusion can route one coding task across multiple models. The release changes how developers choose tools, but quality benchmarks and discounted usage still require careful reading.

GitHubCopilot
9 min read ↗
Original dark-blue editorial vector illustrating a secure software workflow, three test stages and a verification shield
AI & Tools • MODEL LAUNCH ANALYSIS

Gemini 4 Carbon's Security Scores Are Impressive. What Do They Actually Prove?

Google says Gemini 4 Carbon can find, validate and patch software vulnerabilities at new benchmark levels. A careful reading separates measured tasks, reported results and the real-world questions still open.

GeminiCybersecurity
8 min read ↗
Original vector showing an Android development workstation with abstract agent tools and code review panels
AI & Tools • DEVELOPER EXPLAINER

Android Studio Rabbit 2 Opens the Door to More AI Coding Agents

Android Studio Rabbit 2 adds Bring Your Own Agent, agent skills and guided code review. Here is what is available, how to try it and where caution still matters.

AIAndroid
8 min read ↗
Original abstract illustration of a product release-status timeline
AI & Tools • EDITORIAL TOOLKIT

Before You Share an AI Product Launch: What to Verify

Check release status, account and regional access, pricing, product limits, privacy and evidence before repeating an AI launch claim.

AIAI Tools
7 min read ↗
Original abstract illustration of an AI evaluation checklist and a structured review panel
AI & Tools • PRACTICAL GUIDE

How to Evaluate an AI Tool Before You Trust It

A repeatable way to test an AI product’s usefulness, output quality, data practices, permissions, real cost and exit path before relying on it.

AIAI Tools
8 min read ↗