This article is the implementation guide for stagnation and loop detection. The events at the beginning are hypothetical ...

Introduction: My "hand" is a single smartphone・Conclusion first: What I do every day with this "hand"・Mechanism: Operating by crossing the bridge called MCP・Setup procedure: How to build this configur ...

Compare open-source AI token optimization tools for coding agents and APIs, including benefits, risks, setup and ways to ...

AI SAST vs traditional SAST, compared: how reasoning changes detection of authorization flaws, false positives, triage, fixes, speed, and cost ...

Interchangeable encrypted reasoning blocks let attackers decode hidden chain-of-thought and leak PII and credentials from major LLM APIs.

Tencent's Harness Handbook links each agent behavior to its source code, helping coding agents plan harness changes faster ...

Model distillation transfers behavior from a larger or more capable teacher into a smaller student model using teacher ...

Staking has become one of the most popular ways for crypto holders to earn passive income. Instead of letting your assets sit idle, you put them to work and get rewarded for it. But with dozens of ...