Reviews & Guides

GitHub’s License Compliance Is GA. What Can Its Pull Request Gate Actually Stop?
GitHub’s license compliance release gives platform teams a configurable merge gate. Its practical reach depends on dependency data and existing repository controls.

IBM and Red Hat Say Lightwell Fixed 400+ Java Vulnerabilities. What Can Teams Verify?
IBM and Red Hat report more than 400 Java-library vulnerability fixes. Here is what the Lightwell announcement establishes, and the package, artifact, and provenance evidence teams should request.

DGX Spark Memory Saver: How to Assess the UVM Patch Evidence
Assess DGX Spark Memory Saver UVM patch evidence, its distinct memory baselines, performance limits, and Secure Boot and update obligations.

IBM Bob Self-Hosted: Where Your Code Goes and What an Air Gap Requires
IBM Bob’s self-hosted option moves its backend onto a customer-operated OpenShift cluster. The decisive privacy question is where model inference runs—and what the customer must operate to keep it offline.

Akamai’s Anthropic Warrant: What “Up to 5%” Actually Means
The Akamai–Anthropic cloud deal includes a warrant that could eventually represent roughly 5% of Akamai’s common shares. It does not give Anthropic that stake today. The SEC filing reveals the conditions investors need to watch.

Microsoft’s run-assert-eval: A Practical Guide to Testing Agent Risk Controls
Microsoft’s new agent-risk skill can compare the same test cases before and after a runtime policy. Its demonstration is promising, but the result depends on the agent, scenarios, and judge a team chooses.

The CLARITY Act Did Not Pass the Senate: What the 49–50 Vote Actually Means
The Senate’s 49–50 cloture vote blocked the CLARITY Act from advancing, but it was not a final-passage vote and the bill was not enacted.

Gemini API Data Retention: A Developer Checklist Before Sending Sensitive Data
A source-based checklist for evaluating Gemini API retention across billing, abuse monitoring, AI Studio logs, grounding, state, files and caches.