Machine learning

Secret safety for AWS Secrets Manager, secret management, credentials, API keys, tokens, and passwords.

Access 50+ LLM models through AceDataCloud's unified chat APIs.

Harden code where untrusted input enters the system.

Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM.

Use for authorized security assessment of LLM applications and AI agents, including prompt injection, tool abuse, RAG exposure, memory poisoning, and model…

Use when working with this machine's local LLM setup (LM Studio + mlx-dspark) -- checking status, changing context window, diagnosing a reasoning hang or dead…

Search and analyze 5,400+ Solana hackathon projects using Colosseum Copilot.

Answer questions about the AI SDK and help build AI-powered features.

Use when implementing GPT chat, streaming, function calling, embeddings for RAG, images, audio or batch jobs, or troubleshooting 429 rate limits and API or…

Set up and optimize a complete local AI infrastructure — Ollama, Open WebUI, local RAG pipelines, and private model serving.

Choose OpenRouter models and routers, query live catalog data, use structured outputs and batch inference, and debug routing with metadata.

Use when Cosmos3 setup, fetch, inference, CUDA, uv, Docker, Hugging Face, GitHub, NGC, or checkpoint staging fails in NPA or in an upstream Cosmos framework…

Generate vector embeddings through DurinDoor using a model discovered from /v1/models/embedding.

Build with the ChainGPT Web3 AI developer platform.

LLM app development with RAG, prompt engineering, vector databases, and AI agents

Build a paper sheet in Three.js that reads as paper up close — washi, cotton rag or kraft with baked fibre and tooth relief, laid and chain lines, a torn…

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Chief Security Officer mode.

Review a proposed Agent Skill for structural validity and content quality before publishing.

Use when the user wants to test, compare, or choose local Ollama models for their machine.

Configure Azure API Management as an AI Gateway for AI models, MCP tools, and agents.

Use a live Jupyter kernel for stateful, iterative Python execution via hamelnb.

Embed alibaba/page-agent into your own web application — a pure-JavaScript in-page GUI agent that ships as a single <script> tag or npm package and lets…

Create and manage webhook subscriptions for event-driven agent activation, or for direct push notifications (zero LLM cost).