A developer reverse-engineering Anthropic's Claude Code binary discovered on June 30, 2026, that the tool had been silently encoding hidden signals into its AI system prompts for at least three months ...

A code migration agent finishes its run, and the pipeline looks green. But several pieces were never compiled — and it took days to catch. That's not a model failure; that's an agent deciding it was ...

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Unsafe defaults in MCP configs open servers to possible remote code execution, as evidenced by several commercial services and open-source projects. AI agent building tools enable users to configure ...

NVIDIA introduced Agent Toolkit, an open source package for building and running enterprise AI agents, including a new runtime called OpenShell that the company says adds policy-based security, ...

As models get smarter and more capable, the "harnesses" around them must also evolve. This "harness engineering" is an extension of context engineering, says LangChain co-founder and CEO Harrison ...

Measures how skill documentation design affects Claude Code's adherence to recommended patterns. tasks/ # Self-contained benchmark tasks ls-lang-tracing/ # Each task has its own directory ...

Following backlash in a Hacker News thread, Microsoft deleted a blog post that critics said encouraged developers to pirate Harry Potter books to train AI models that could then be used to create AI ...

AI Engineer and Product Manager. Building turingtalks.ai. Modern systems generate huge volumes of logs. Application logs, server logs, and infrastructure logs often contain the first clues when ...

The rapid adoption of AI applications, including agents, orchestrators, and autonomous workflows, represents a significant shift in how software systems are built and operated. Unlike traditional ...