Snippet analysis is a method of inspecting code for vulnerabilities by isolating parts of the code (snippets), such as functions or API handlers. Its greatest advantage is that it can identify how 'in ...

Overview: System design and problem-solving help developers guide AI tools and spot unsuitable or complex solutions.Code ...

In my October 9th article, I wrote about verifying the safety of five custom apps I had an AI build for me (that article is ...

Most teams building AI agents are instrumenting their systems backwards. They copy evaluator templates from blog posts, wire them into every ...

Spread the loveWhen it comes to software development, choosing the right Integrated Development Environment (IDE) can make or ...

I've spent a lot of time making my local LLMs faster. I run Lemonade on a Strix Halo box in my home lab, and it's genuinely ...

Spread the loveChoosing the right code editor can feel like searching for a needle in a haystack. With so many options out ...

Give one agent the same token budget and most multi-agent gains vanish. A worked five-agent pipeline, its token bill, and one test for adding a second agent.

A benchmark can show whether a model recognizes a known vulnerability pattern, explains a security concept, or classifies a ...

The next AI security disaster may not start with your model — it may start with the low-code tool your team trusted to build it.

Eleven web search APIs for autonomous agents compared on latency, cost per 1,000 calls and factual accuracy, with the MCP ...