Today's AgentStack Daily covers three harness releases — OpenClaw v2026.7.1, OpenAI Codex rust-v0.144.4, and Claude Code CLI 2.1.202 — plus Kwaipilot joining OpenRouter. New agent research includes ABot-AgentOS for robot control, Amap's ABot-N1 for visual navigation, LightMem-Ego for wearable multimodal memory, and JobHop v2 for career trajectory reasoning. We also examine a multi-agent backdoor study, evidence-backed video QA from Salesforce, the MM-ToolSandBox visual grounding benchmark, Requential Coding's generalization bounds, and AdvancedMathBench for doctoral-level mathematical proofs.

Show notes: https://tobyonfitnesstech.com/podcasts/episode-86/