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Charis AI
Charis is a Java-based AI harness for running tool-using LLM agents built around Anthropic’s Claude models. This post walks through its architecture, core engine concepts, and the security-focused tools — including a local NIST NVD…
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Observable Software Supply Chains in Java
Ask most Java shops what their software supply chain looks like and you’ll get a copy of a pom.xml or a build.gradle. Ask them what actually got loaded into the JVM at runtime and the room…
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Application Observability: AI Can’t Secure A Problem It Can’t See
Most of the AI security conversation right now centers on, prompt injection, jailbreaks, and guardrails. That work matters, but it skips a more fundamental question: when your AI-enabled application is actually doing, do you know…
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AI Security, A Different Approach
There are a number of approaches to application security proven useful over the years: web application scanning, static analysis, and methodologies that embed security into the software development lifecycle like “shift left.” Did any of…
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