Spring AI Agentic Patterns (Part 7): Session API — Event-Sourced Short-Term Memory with Context Compaction

A New Session API for Spring AI — Structured, Compactable, Multi-Agent-Ready Part 7 of theSpring AI Agentic Patterns series completes the memory picture. After covering Agent Skills, AskUserQuestionTool, TodoWriteTool, Subagent Orchestration, A2A Integration, and AutoMemoryTools for long-term...

Spring AI Agentic Patterns (Part 6): AutoMemoryTools — Persistent Agent Memory Across Sessions

File-Based Long-Term Memory for Spring AI Agents Agents are only as useful as what they remember. Spring AI's Chat Memory stores the full conversation and can persist it across restarts, but when the window fills, the oldest messages are evicted. The upcoming Session API will add recursive...

Claude SDK for Python 安全漏洞

Claude SDK for Python is an open-source Python software development toolkit developed by Anthropic for calling the Claude API. Versions of Claude SDK for Python prior to 0.87.0 contained a security vulnerability. This vulnerability stemmed from improper file permission settings created by memory...

Windows Forensic Data Collection: IR-rescue

Windows Forensic Data Collection ir-rescue is a Windows Batch script that collects a myriad of forensic data from 32-bit and 64-bit Windows systems while respecting the order of volatility. It is intended for incident response use at different stages in the analysis and investigation process. It...