GPT-5.6 in GitHub Copilot: Sol vs Terra vs Luna — Which Model to Choose
OpenAI GPT-5.6 is rolling out in GitHub Copilot with Sol, Terra and Luna variants. Here is the quick choice guide, admin checklist, supported clients and limitations.
Gemma 4 12B Local Server: LiteRT-LM OpenAI-Compatible Setup Checklist
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 Gemini Managed Agents Update: Background Tasks, Remote MCP and Starter Code
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.
Copilot CLI in GitHub Actions Without PAT: GITHUB_TOKEN Setup Checklist
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.
Gemini Interactions API GA: Migration Checklist for Developers
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.
Nano Banana 2 Lite and Gemini Omni Flash: How to Try Google’s New Image-to-Video Workflow
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.
Gemini Spark on Mac: Setup Checklist, Safe Prompts and Business Workflows
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.
Claude Corps Fellowship 2026: Deadline, Eligibility, Salary and Application 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.
Google Antigravity CLI, SDK and AI Studio: Practical Developer Guide
What Google Antigravity CLI, Antigravity SDK, Managed Agents and Google AI Studio updates mean for developers and businesses — with a safe pilot checklist.
OpenAI Jalapeño Chip: What the Broadcom Inference Processor Means for ChatGPT, Codex and API Costs
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.