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IT Services Circle
IT Services Circle
Oct 16, 2026 · Artificial Intelligence

Inside Codex's Multi-Agent Architecture: Independent Sessions, Context Handoff, and Async Coordination

This article provides a detailed technical breakdown of Codex's multi-agent collaboration system, covering agent hierarchy, independent session management, context inheritance with cleanup, asynchronous message passing via pending queues, wait mechanisms for coordination, resource management, and file conflict challenges in shared filesystems.

AI AgentsCodexTask Scheduling
0 likes · 40 min read
Inside Codex's Multi-Agent Architecture: Independent Sessions, Context Handoff, and Async Coordination
IT Services Circle
IT Services Circle
Oct 14, 2026 · Artificial Intelligence

Claude Code Wipes C Drive: Why Skipping Permissions Led to Disaster

Developer Zac lost his entire C drive after running Claude Code Opus 5.5 with --dangerously-skip-permissions, but daily NAS backups restored 98% of data; the incident sparked debate over Anthropic's Auto Mode safety classifier, which blocks 89% of dangerous commands, yet a Linux user still lost files even with Auto Mode enabled.

AI safetyAnthropicAuto Mode
0 likes · 9 min read
Claude Code Wipes C Drive: Why Skipping Permissions Led to Disaster
IT Services Circle
IT Services Circle
Oct 13, 2026 · Information Security

REA: AI Agents Automate Reverse Engineering Across Binaries, Web, and Mobile

The REA project wraps reverse engineering tools like Ghidra and Hopper into an MCP server, letting AI agents analyze binaries, Electron apps, Android APKs, and websites automatically. The author demonstrates REA reconstructing a 1996 game's audio algorithm with byte-perfect verification, but notes limitations: no dynamic debugging support, struggles with packed/obfuscated commercial software, and adversarial attacks can mislead AI analysis.

AI AgentsAndroidElectron
0 likes · 15 min read
REA: AI Agents Automate Reverse Engineering Across Binaries, Web, and Mobile
IT Services Circle
IT Services Circle
Oct 12, 2026 · Industry Insights

17-Year-Old HTC HD2 Finally Runs iOS 7 via XNU Kernel Port

Developers have ported Apple's XNU kernel to the 2009 HTC HD2, enabling iOS 7.1.2 to boot on the single-core 1 GHz device with 576 MB RAM, marking the latest milestone in the phone's legendary history of running everything from Android to Windows RT.

HTC HD2Windows MobileXNU kernel
0 likes · 8 min read
17-Year-Old HTC HD2 Finally Runs iOS 7 via XNU Kernel Port
IT Services Circle
IT Services Circle
Oct 11, 2026 · Frontend Development

12 Top Open-Source UI Component Libraries for 2026: A Comparative Guide

This article reviews 12 popular open-source React UI component libraries — including shadcn/ui, Ant Design, MUI, and Radix UI — comparing their design philosophies, technical foundations, and ideal use cases to help teams choose the right tool for their project needs.

Ant DesignMaterial UIRadix UI
0 likes · 10 min read
12 Top Open-Source UI Component Libraries for 2026: A Comparative Guide
IT Services Circle
IT Services Circle
Oct 11, 2026 · Fundamentals

Why Linus Torvalds Insists on ECC Memory: Reliability Over Raw Speed

This article explains Error-Correcting Code (ECC) memory, how it detects and corrects single-bit errors while detecting double-bit errors, why Linus Torvalds experienced silent memory corruption in 2022, and why ECC remains rare in consumer PCs despite its critical role in data integrity for servers, databases, and long-running Linux workloads.

DDR5ECC memoryEDAC
0 likes · 13 min read
Why Linus Torvalds Insists on ECC Memory: Reliability Over Raw Speed