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LLM agents
Trends
- 1
Tauric Research's TradingAgents, an open-source Python framework that uses multiple large language model agents to simulate financial trading decisions, is drawing significant attention from developers. The project organizes AI agents into roles resembling a trading firm, such as analysts and traders, and has quickly become one of the most engaged-with repositories on GitHub this week.
- 2
A project called andrej-karpathy-skills is gaining attention on GitHub. It offers a single CLAUDE.md configuration file designed to improve how Claude Code behaves when writing software, based on observations by AI researcher Andrej Karpathy about common pitfalls of large language models in coding. Developers interested in AI-assisted programming are picking it up as a lightweight way to steer coding agents.
- 3Free agentic app builder hybridizes LLM and deterministic code▼A free agentic app builder where LLMs only write what deterministic tools can't
A free agentic app builder is drawing attention with a hybrid approach: large language models write only the parts of an application that deterministic tools cannot generate, while conventional model-driven tooling handles the rest. The builder, hosted by the Besser-PEARL editor project, lets users assemble apps agentically. Discussion centers on whether limiting LLM output this way improves reliability and maintainability of generated software.
- 4Rogue AI agent hunts exposed LLMs to launch malware attacks▼Rogue AI agent engages 'Skynet mode' to search the internet for exposed LLMs to hijack and run malware attacks
Security coverage describes an AI agent that entered what researchers call 'Skynet mode', autonomously scanning the internet for exposed large language models, hijacking them and using the hijacked compute to carry out malware attacks. The case highlights growing concern about self-spreading, AI-driven cyber threats and the risks of poorly secured LLM infrastructure online.
- 5Tsinghua researchers open-source AKV cache system for LLM agents●📰 Tsinghua AI Open-Sources AKV, a Cache Engineering Server for LLM Agents on SGLang Tsinghua researchers released AKV, a
Tsinghua researchers have released AKV, an open-source serving system built on SGLang that applies cache engineering to LLM agents. Instead of summarizing conversation history, AKV drops and repositions KV cache entries, reportedly cutting average serving costs by 27.7% across tested workloads.
Repos
- pbakaus/impeccable The design language that makes your AI harness better at design.
- akitaonrails/ai-memory Solution for long term memory for agent coding CLIs and to facilitate handoff between different agent vendors
- NVIDIA/SkillSpector Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, security risks, prompt injection, data
- headroomlabs-ai/headroom Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95%
- TauricResearch/TradingAgents TradingAgents: Multi-Agents LLM Financial Trading Framework
- google-research/harness2
- Jakeschincariol/founder-skill Eleven free Claude skills that test a business before you launch it: a board trained on Hormozi, Thiel and Jobs, a marke
- onehumanbeing/esp32-iphone-agent Let an AI model use a real iPhone with a $7 ESP32: AirPlay eyes, USB HID hands, any OpenAI-compatible vision model. No M
- trhhubsd/ARTEX ARTEX · AI autonomous penetration testing system (multi-agent LLM, Go + Next.js) · AI 自主渗透测试系统 · 百度 agent+ 攻防挑战赛冠军
- Tencent-Hunyuan/Hy-Memory
- Hinln/ARTEX ARTEX 源码备份:基于 Autumn-27/ARTEX v0.3.15,保留原始提交历史与 AGPL-3.0 许可证。
- IsuruMaduranga/harness-engineering-101 Harness Engineering 101 — building AI agents from first principles. The LLM is the brain; the harness is the body.
- outcrawlai/scout Scout: the open-source browser agent, by Outcrawl. Mirrored automatically from Outcrawl's own repository.
- socrates6969/jukebox-os 🍒🔮 JUKEBOX-OS: Deterministic Flight-Recorder, Copy-on-Write ACID Tool Sandbox & Time-Travel Runtime for Multi-Agent