Author: Abdessalam Alaoui

I'm Abdessalam Alaoui, founder of Musthave.AI. I write practical guides to AI models, tools, generative media, and ways real people make money with this stuff. No press-release fluff. 20+ years shipping digital products; you'll also find my work around HowTik, Yumasty, and IncomeHelpful.

Sep 28, 2026

AWS TOLAP Filters Agent Tool Data Before It Reaches the Model

TOLAP applies object-level rules to agent tool output, but unwrapped paths and replay windows remain important limits.

Sep 27, 2026

GitHub Copilot Adds a Validator for Enterprise Managed Settings

GitHub Copilot now offers an in-product validator for enterprise managed settings. Learn what it checks, what it cannot enforce, and how to pilot policy…

Sep 27, 2026

Mistral Vibe Work Adds Spreadsheets, Mini Apps and a Knowledge Base

Mistral Vibe Work combines spreadsheets, shareable mini apps and a preview knowledge base. Here is what is available, what is a snapshot, and what…

Sep 27, 2026

Google Cloud API Gateway Can Turn REST APIs Into MCP Tools

Google Cloud API Gateway can expose selected REST operations as MCP tools in public preview. Here is the discovery, authentication, and rollout checklist.

Sep 26, 2026

Google Explains Gemini Reinforcement-Learning Fine-Tuning—Still Pre-GA

Google has published a practical Gemini reinforcement-learning fine-tuning guide, but the service remains pre-GA and restricted to evaluation.

Sep 26, 2026

Google’s GKE Agentic Migration Turns EKS Configurations Into Reviewable PRs

Google's GKE agentic migration helps translate EKS configurations into validated pull requests. It does not move stateful data or apply the target infrastructure.

Sep 26, 2026

GitHub Copilot in Slack and Teams Can Read More Conversation Context

Copilot can use more Slack files and Teams thread context, then link GitHub work back to the conversation that prompted it.

Sep 26, 2026

GitHub Agentic Autofix Reaches GA: Review Default-Branch Fixes and Memory

Agentic Autofix is generally available for eligible Enterprise Cloud customers. Review default-branch scope, admin policies, billing and remembered fix patterns.

Sep 26, 2026

ChatGPT Adds Security History: How to Check Account Activity

ChatGPT Security history records recent sign-ins and account-security changes, but suspicious activity still calls for a separate session and credential check.