AGENTS.md files help Codex and similar AI tools understand project-specific instructions, coding conventions, and organizational structures. They can reside anywhere within a Codex container, providing valuable context to AI agents. Like other project configuration files, these instructions are treated as trusted context by the agent. This trust model is by design, but it creates an interesting attack surface when a malicious dependency is able to write or modify these files at build time.
Mitigating Indirect AGENTS.md Injection Attacks in Agentic Environments | NVIDIA Technical BlogThe AI-Q skill enables Claude Code, Codex, or other general-purpose agents to submit a research task to a running AI-Q server and receive a well-formatted, detailed report with citations. The skill includes a SKILL.md file that tells the harness how to use AI-Q, plus a helper script that manages request routing, job submission, polling, and result retrieval. A skill can mean different things in agent workflows. Agent skills guide the harness, the NVIDIA NeMo Agent Toolkit helps define reusable tool functions, and the AI-Q Agent Skill exposes the full research pipeline—including intent classifi
Add a Specialized Deep Research Skill to Agent Harnesses | NVIDIA Technical Blog…Discuss (3) Discuss (3) Tags Agentic AI / Generative AI | Data Center / Cloud | Developer Tools & Techniques | HPC / Scientific Computing | CUDA-Q | cuQuantum | NIM | Intermediate Technical | Deep dive | featured | Ising About the Authors About…
…CompileIQ is not a magic tool that automatically turns poorly-written code into high-performing code. To get the best value from CompileIQ, you need to start with reasonably high-performing code…
…MiniMax-M2.7 \ --tensor-parallel-size 4 \ --tool-call-parser minimax_m2 \ --reasoning-parser minimax_m2_append_think \ --enable-auto-tool-choice \ --trust-remote-code \ --enable-expert-parallel Deploying with SGLang Users…
…Effective AI agent evaluation requires tracking complete trajectories including plans, tool calls, intermediate reasoning, and outcomes to understand behavior beyond final answers, emphasizing metrics like task success and the precision of tool…
…For an interactive coding experience within your browser, check out the How to Build an Agentic RAG Application learning module. Agent tool and skill injection Tool and skill injection extends an agent…
…OSS (Github) Code on GitHub Access the full Python codebase, including inference scripts, interactive notebooks, and tools to load and run the 10B-parameter model. Model Model Weights on Hugging Face Access…
…across AI, open source, Linux, hybrid cloud, and blockchain environments. A pioneer in open source software and the Linux ecosystem, David has spearheaded the global expansion of the GNU Toolchain. David holds…
…9 MIN READ Apr 23, 2026 Winning a Kaggle Competition with Generative AI–Assisted Coding In March 2026, three LLM agents generated over 600,000 lines of code, ran 850 experiments, and…
…9 MIN READ Apr 23, 2026 Winning a Kaggle Competition with Generative AI–Assisted Coding In March 2026, three LLM agents generated over 600,000 lines of code, ran 850 experiments, and…
…9 MIN READ Apr 23, 2026 Winning a Kaggle Competition with Generative AI–Assisted Coding In March 2026, three LLM agents generated over 600,000 lines of code, ran 850 experiments, and…