Technical Content
Hardening Your LLM Dependency Supply Chain
When source code and distributed packages don’t match, risks increase. This breakdown of the LiteLLM incident shares what to watch for and how to reduce exposure.
Anushri Gupta
DevRel at Mozilla.ai. Passionate about open source, technical documentation, and API strategy.
Federate Phishing Detection: Training a URL Classifier without Sharing Browsing Data
Mozilla.ai joins Flower Hub as a launch partner with fed-phish-guard, a federated phishing detection project. The classifier trains across distributed clients and shares only model updates, allowing collaborative learning without centralizing browsing data.
Announcement
any-llm in the Wild: Three Integrations as We Grow Our Ecosystem
any-llm now integrates with JupyterLiteAI, LangChain, and Headroom. A single provider-agnostic layer powering notebooks, agents, and context optimization across OpenAI, Anthropic, Mistral, and local models.
Expert Opinion
AI Generated Code Isn’t Cheating: OSS Needs to Talk About It
Remember early 2025? "Vibe coding" was a meme and seemed mostly a tool for casual builders or those new to coding. It's now 2026, and we find ourselves living in a new reality. Industry leaders like DHH, Karpathy, and Lutke are publicly embracing AI-generated code controlled by human prompting.