The Lab · 2026-03-28 19:18:33 · 360集团
Over the past two months, the Open-source AI Agent project OpenClaw has generated widespread interest in Chinese science and technology circles, known by the industry as the "Little Lobster." This wave of technology has not only ignited industrial enthusiasm, but has given rise to collective anxiety at the societal lev...
The Lab · 2026-03-29 10:26:55 · GitHub Issues
A security-focused AI agent, codenamed 'Sentinel,' has been activated on a GitHub repository with a direct mission: to identify and fix a single, critical security vulnerability. The agent's initial target is the removal of hardcoded secrets—a fundamental but dangerous flaw that can expose API keys, passwords, and othe...
The Lab · 2026-03-31 15:27:26 · GitHub Issues
A core architectural shift is underway for an AI agent, moving it from a simple tool-calling proxy to a sophisticated reasoning orchestrator. The change rewrites the central `AGENT_INSTRUCTION` prompt to enforce a structured **Think/Plan/Execute** loop. This forces the underlying LLM to decompose complex user requests ...
The Network · 2026-04-08 08:29:43 · OpenClaw
OpenClaw has recently received a large number of complaints from users about its overconsumption and poor implementation. The root cause of the problem is not an insufficient model capacity, but rather a serious mismatch between the design of the product and the actual use of the scene. The OpenClaw allows AI to sense ...
The Lab · 2026-04-09 12:27:11 · Hacker News
Relvy AI is launching an autonomous agent designed to take over the grueling, high-pressure work of debugging production incidents. The startup, backed by Y Combinator, is tackling what it identifies as a core weakness in current AI applications for engineering: the 'hard problem' of autonomous root cause analysis. Whi...
The Lab · 2026-04-16 04:22:36 · GitHub Issues
The agent's planning loop has a critical blind spot: it fails to automatically recall past operational knowledge, forcing every new scan to start from a blank slate. Tools for searching and storing memory exist, but the agent rarely calls them independently, as nothing in the prompt compels it and the token cost of the...
The Lab · 2026-04-28 23:24:16 · Decrypt
PocketOS founder Jeremy Crane claims an AI agent powered by Cursor and running Claude Opus 4.1 inadvertently wiped the company's entire production database along with backups, completing the destruction through a single Railway API call in roughly nine seconds. The incident, described by Crane on social media, has reig...