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IT Services Circle
IT Services Circle
Jun 12, 2026 · Artificial Intelligence

Inside Claude Code’s Query Loop: From a Simple While Loop to an Industrial‑Grade Agent Engine

This article dissects Claude Code’s 1729‑line queryLoop, explaining its four‑layer call chain (ask → QueryEngine → query → queryLoop), the async‑generator core that streams model output, how tool calls are handled in parallel, the explicit state object, and the many error‑recovery paths that make the loop production‑ready.

Async GeneratorClaude CodeError Recovery
0 likes · 27 min read
Inside Claude Code’s Query Loop: From a Simple While Loop to an Industrial‑Grade Agent Engine
Black & White Path
Black & White Path
Apr 22, 2026 · Information Security

Multi‑Stage Web‑Induced RCE Attack Bypassing OpenClaw’s Safeguards

The article dissects a multi‑stage web‑induced remote code execution attack against OpenClaw, detailing how crafted HTML pages manipulate the tool‑calling workflow, evade built‑in security notices, and ultimately trigger a malicious curl‑pipe‑python command, followed by a thorough source‑code analysis and defensive recommendations.

AI securityOpenClawRCE
0 likes · 21 min read
Multi‑Stage Web‑Induced RCE Attack Bypassing OpenClaw’s Safeguards
AI Step-by-Step
AI Step-by-Step
Apr 3, 2026 · Artificial Intelligence

Why Building AI Agents Requires a Full System‑Engineering Harness

The article explains that simply scaling large language models cannot sustain long‑running, production‑grade AI agents, and that a dedicated Agent Harness—acting as an operating system with orchestration, memory, governance, tool execution, and feedback loops—is essential for reliable, industrial‑scale automation.

AI AgentsAgent HarnessGovernance
0 likes · 9 min read
Why Building AI Agents Requires a Full System‑Engineering Harness
AI Algorithm Path
AI Algorithm Path
Mar 3, 2026 · Artificial Intelligence

Exploring the OpenClaw Ecosystem: OpenClaw, NanoBot, PicoClaw, IronClaw, and ZeroClaw

The article surveys the emerging personal AI‑assistant ecosystem—including OpenClaw, NanoBot, PicoClaw, IronClaw, and ZeroClaw—detailing each project's origins, technology stack, performance metrics, and design goals, then dives deep into OpenClaw's layered memory, six‑stage execution pipeline, tool‑skill framework, and five core architectural principles.

AI AgentsNanobotOpenClaw
0 likes · 16 min read
Exploring the OpenClaw Ecosystem: OpenClaw, NanoBot, PicoClaw, IronClaw, and ZeroClaw
AI Tech Publishing
AI Tech Publishing
Feb 1, 2026 · Artificial Intelligence

What Makes Clawdbot’s Agent Architecture Worth Emulating?

The article dissects Clawdbot’s (also known as Moltbot or OpenClaw) agent architecture, covering its TypeScript‑based CLI core, channel adapters, gateway server with lane‑based command queues, agent runner logic, memory handling via JSONL transcripts and markdown files, tool execution options, security allowlist, and a semantic snapshot browser that reduces token costs.

ClawdbotSemantic SnapshotTool Execution
0 likes · 9 min read
What Makes Clawdbot’s Agent Architecture Worth Emulating?