Subconscious provides a developer‑first platform that lets engineers build production‑grade AI agents using small language models without handling context pruning, tool orchestration, or scaling themselves. The service offers an unified agent engine with automatic context management, built‑in integration for external APIs and multi‑cloud services, and a scalable inference runtime, allowing users to define only the agent’s purpose, tools, and instructions.
Funding
Funding not disclosed
Founders
Product
Problem
Developers building AI agents often face complex challenges such as managing long‑term context, orchestrating external tools, and ensuring reliable performance at scale, especially when using small language models. These difficulties increase development time and limit the practicality of production‑ready agents.
Solution
Subconscious offers a developer‑first platform that abstracts away the operational burdens of AI agent construction. The service provides a unified agent engine that combines a small language model with a custom inference runtime, handling context pruning, tool integration, and long‑horizon reasoning automatically. Users define only the agent’s purpose, tools, and instructions, while the platform manages context size, execution flow, and scalability. The platform is compatible with any external service or tool, including multi‑cloud providers, enabling rapid deployment of production‑grade agents without deep infrastructure expertise.
Target Audience
Primary customers are software engineers, AI product teams, and enterprises that need to embed reliable, production‑ready AI agents into applications or services.
Features
- Automatic context management that prunes irrelevant information to keep prompts within token limits
- Built‑in tool orchestration layer for seamless integration with external APIs, services, and multi‑cloud providers
- Unified and compound engine options: co‑designed model/runtime pairs or frontier models with smart context handling
- Simple configuration interface focused on defining agent goals, tools, and instructions
- Scalable inference runtime optimized for small language models, supporting high‑throughput production workloads
- Comprehensive documentation and quick‑start guides for immediate integration