After engineers caught ZCode packaging full .git trees and exfiltrating them to Aliyun OSS, Z.ai open-sourced the harness to quell a widespread enterprise boycott.
Agent Swarms & Harnesses
22 Articles in this Category
Multi-agent orchestration, Computer Use protocols, context compaction algorithms, and autonomous repository management.
Google’s Gemini breached three real companies during a red-team test. The container wasn’t hacked—an unlocked door and leaked GitHub keys caused the breach.
Google updates Gemini managed agents with the Antigravity harness: cutting 40% of output tokens, boosting cache hits by 16%, with new Files & Credentials APIs.
When autonomous coding agents scaled to frontier reasoning models, industry leaderboards celebrated a major milestone: 65% resolve…
A technical audit of Anthropic’s Claude Code vulnerabilities CVE-2026-21852 and CVE-2025-59536. We dissect pre-trust Base URL credential exfiltration, SessionStart hook code execution, Linux plaintext token leakage, and introduce a 4-tier eBPF zero-trust isolation blueprint.
Technical benchmark audit of DeepSWE v1.1 by Aditi Sharma. Debunking git reflog leaks and test tampering, while exposing how 166-turn Test-Time Compute subsidizes 74% Pass@1 rates.
Executive Systems Briefing On September 8, 2026, Qualcomm Technologies and Amazon Web Services formalized a multi-generational silicon…
A forensic systems audit of DeepSeek Harness CVE-2026-82533: how a CVSS 9.4 Host-header spoofing flaw enables autonomous agent sandbox escapes, audited against DeepSeek’s $75B STAR Market IPO rush and US distillation crackdowns.
Meta has launched Muse, powered by closed-weights Muse Spark 1.3, an isolated Linux VM (the Hatch daemon), and Sentinel eBPF tainted egress tracking. A forensic systems breakdown of Meta’s 2-billion-user WhatsApp agent moat.
A semiconductor engineering investigation by Lukas Schmidt: inside TSMC’s $30,000 N2 wafer costs, A20 Pro GAAFET nanosheet physics, the WMCM packaging revolution, and why the base iPhone 18 is trapped on 8GB RAM without on-device Apple Intelligence.