Google’s Gemma 4 12B can run locally through LiteRT-LM and expose an OpenAI-compatible server. Use this practical setup checklist, commands, and caveats before testing it on your laptop.
Google updated Managed Agents in the Gemini API with background execution, remote MCP server integration, custom function calling and credential refresh. Here is what changed, who should care, and starter patterns for developers.
GitHub now lets Copilot CLI run in GitHub Actions with the built-in GITHUB_TOKEN. Use this checklist to remove long-lived PAT secrets, set permissions, and control AI credit spend safely.
Google says the Gemini Interactions API is now its primary interface for Gemini models and agents. Use this quick migration checklist for stateful chat, background jobs, tools and agent workflows.
Google’s June 30 release gives creators and developers a faster image model plus a public-preview video model. Here is the quick-start workflow, prompt templates, pricing facts, and limitations.
Google says Gemini Spark is rolling out to the Gemini macOS app with desktop-file automation, remote task assignment from phone, app connections and real-time topic tracking. Here is a practical setup and safety checklist.
Anthropic’s Claude Corps is a paid 12-month AI fellowship for early-career applicants in the U.S. Here are the deadline, eligibility rules, salary, host details and application checklist.
What Google Antigravity CLI, Antigravity SDK, Managed Agents and Google AI Studio updates mean for developers and businesses — with a safe pilot checklist.
OpenAI and Broadcom unveiled Jalapeño, OpenAI’s first LLM inference chip. Here is what it does, what is confirmed, what is not public yet, and a practical checklist for builders.
Google says Dynamic Search Ads will now auto-upgrade to AI Max starting February 2027, while ACA and campaign-level broad match still begin September 2026. Here is the practical PPC checklist.
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