Live visualization for GEPA prompt-optimization runs. Renders the candidate tree as a force-directed graph so you can watch prompts evolve over a pareto frontier in real time. Big nodes are candidates ...
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Writing code that interacts with LLM services requires bridging two different worlds. Use these tips and techniques to bind ...
在前六篇文章中，我们的 Agent 已经拥有了多渠道接入、自主推理、动态技能和长短期记忆。但要让它真正“干活”，还需要一双能操控现实系统的双手——工具。OpenClaw 内置了 Shell 执行、浏览器自动化、HTTP 请求等工具，并通过沙箱保障安全 ...
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Did AI write the worm that breached GitHub’s own house?
A single developer. One poisoned extension. Five supply chain surfaces compromised in 48 hours. And a threat group claiming ...
The OWASP-backed tool scans JavaScript and TypeScript lockfiles locally, aiming to help developers catch and remediate dependency risks before CI failures.
阿里妹导读文章内容基于作者个人技术实践与独立思考，旨在分享经验，仅代表个人观点。在前一篇 《Harness Engineering:为 AI 打造可持续迭代环境的实践》 中,我们讲了 HelixVerify 如何在线下环境用 114 次迭代 ...
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