记忆与上下文

GitHub Agentic Autofix reads and writes Copilot Memory. How security repair knowledge crosses agent workflows, and why verification, scope, and expiry matter.

GitHub Agentic Autofix 会读取并写入 Copilot Memory。本文拆解安全修复经验如何跨 Agent 复用，以及验证、范围和过期为什么重要。

GPT-6 adds cache breakpoints, diagnostics, prewarming, and mutable configuration. Long-running agents need stable shared prefixes and cache-hit monitoring.

GPT-6 增加 cache breakpoint、诊断、预热和可变配置。长跑 Agent 需要主动保持共享前缀稳定，并监控缓存命中率。

Claude Opus 5.5 agent API compatibility, RRSI controls for harness overfitting, Harness-Zero behavior distillation, and Strands harness defaults.

本期收录 Claude Opus 5.5 的 Agent API 兼容变化、RRSI 的 Harness 过拟合控制、Harness-Zero 的行为蒸馏，以及 Strands harness 的默认策略。

OpenAI Agents SDK runtime-boundary fixes, stage-aware memory retrieval in AdaRepair-Mem, and static configuration checks with Agent Lint.

本期收录 OpenAI Agents SDK 运行时边界修复、AdaRepair-Mem 阶段化记忆检索，以及 Agent Lint 静态配置检查。

AI agent engineering readings for September 18 to 19, 2026, with key findings, engineering implications, suggested sections, and primary sources.

覆盖 2026-09-18 至 09-19 的 AI Agent 工程阅读日志，保留本期重点、工程意义、优先阅读位置与一手来源。

Alibaba skill-up resumes real sessions turn by turn, letting skill evaluations test context continuity, intermediate state, and per-turn assertions.

Alibaba skill-up 的 stateful 多轮模式逐轮恢复真实 Session，让 Agent Skill Eval 能检查上下文连续性、中间状态和逐轮断言。