GitLab 19.4 Release Overview GitLab 19.4, released on September 17, 2026, expands agentic automation across the software development lifecycle, adds stronger governance for MCP tools, improves AI cost visibility, and introduces new security capabilities such as malicious-package detection and broader SAST language coverage. We recommend planning an upgrade to the appropriate supported release after checking […]
ALMtoolbox Blog
📌 Save the date: LIVE Webinar: LiteLLM AI Gateway Overview + Demo + Q&A
We’ll be hosting a live webinar on the LiteLLM AI Gateway, covering: Date: Sep 16th at 4PM CET (10AM EST). Leave your details below and we’ll keep you updated. We’ll also send a calendar invitation to the email you provide. (We’ll send a calendar invitation to the email you provide) In the meantime, visit our LiteLLM […]
How to Use LiteLLM Failover with Several Claude Code Subscriptions?
If you use Claude Code heavily, a single subscription can become a bottleneck. The practical workaround is to maintain several subscriptions and place LiteLLM in front of them, so Claude Code keeps using one stable endpoint while LiteLLM switches to another subscription when the active one reaches its usage limit or becomes temporarily unavailable. This […]
Milestone AI and GitLab: Measure What AI Is Really Doing in your Delivery Workflow
AI is everywhere in software engineering right now, but one question still matters more than the rest: is it actually helping your team ship better software? If your organization runs on GitLab, Milestone AI gives you a practical way to answer that question. Instead of relying on assumptions, it connects GitLab activity with AI usage […]
LiteLLM for AWS Bedrock Failover Across Multiple Accounts
If you use AWS Bedrock for LLM consumption and you have multiple AWS accounts, LiteLLM can help you build a resilient failover layer so your users do not feel the impact when one account runs out of quota or becomes unavailable. The idea is simple: LiteLLM sits between your applications and Bedrock, keeps a single […]
New: Sonar Vortex – AI Context Expansion to Improve Code Quality and Save Money
Sonar Vortex is a new product from Sonar designed to make AI-based code agents more efficient, controlled, and secure, through deep integration with SonarQube and an agent-driven development loop. Vortex unifies Context Augmentation and Agentic Analysis capabilities into a single product that operates within the agent’s own inner loop – at an early stage and in real time – instead of later checks […]



