Breadcrumb innerloop.works ↗

Particulars ↗AI & ML

A dialectic-based agent memory approach that keeps provenance of memory resolutions.

Liquid AI Decision Models ↗AI & ML

Models from Liquid AI trained specifically to produce decisions with calibrated confidence.

Strands Agents ↗AI & ML

An open-source agent SDK from AWS, whose project also released the Strands Decider model.

agent-duel ↗AI & ML

A system for running local coding agents head to head to rank models.

Paseo ↗AI & ML

A tool for running and managing coding agents.

llm AI & ML

A command-line tool for prompting various language models.

clojure-mcp ↗AI & ML

MCP tooling that lets LLM agents edit Clojure code and interact with a REPL.

Hermes AI & ML

A personal AI agent framework that can run locally with local or cloud models.

OpenRouter ↗

A marketplace that routes API requests to many LLM inference providers.

DeepSeek ↗

A family of large language models offered via a low-cost API.

llama.cpp ↗

A C/C++ engine for running LLMs locally.

GLM ↗

An open-weights large language model family from Zhipu AI.

Qwen ↗

Alibaba's family of open-weight large language models.

DeepSeek V4.1 Flash ↗

A low-cost DeepSeek language model available via API.

Artificial Analysis ↗

A site benchmarking and comparing AI models on quality, price and speed.

Claude ↗

Anthropic's AI model and command-line assistant.

Qwen 3.8 Flash Next ↗

A Qwen open-weight model that can be run locally.

Strata ↗

An open-source project for running large MoE models on small-VRAM GPUs with system RAM.

OpenCode Go ↗

A subscription plan for accessing models through the OpenCode coding tool.

Pangram ↗

A service that uses a trained model to detect AI-generated text.