Gurugram-based startup Soket AI has launched 'LOOP,' an open-source harness designed to manage long-running autonomous AI agents. The tool focuses on efficiency and stability for complex tasks in sectors like cybersecurity and finance. As a participant in the IndiaAI Mission, this launch marks a step toward building sovereign AI infrastructure within India.
Soket AI, a startup involved in the government's IndiaAI Mission, has introduced 'LOOP,' an open-source tool built to help manage autonomous AI agents. The announcement was made on October 7, 2026, in Bengaluru, marking a shift in the company's efforts to create reliable infrastructure for complex, mission-critical AI workloads.
AI agents are increasingly used to perform tasks that require multiple steps, such as writing code or managing cybersecurity threats. However, many current systems struggle with stability during tasks that need to run for days or weeks. LOOP is designed to act as a 'harness'—a control system that keeps these agents stable, ensuring they do not lose context or fail during long-duration operations.
The team built the system using Rust, a programming language known for high performance and safety. By operating closer to the computer’s system layer, the software aims to be more efficient than many existing proprietary tools. In testing, the company reported that the system required significantly less memory and processing power when running multiple parallel tasks compared to other common frameworks, which is helpful in environments where computational resources are expensive.
The software allows developers to handle AI workflows in a way similar to Git, the standard version control system used by software engineers. This means users can pause, branch, or resume workflows, which is useful when human intervention is needed during complex operations. Additionally, the system is model-agnostic, meaning it can connect to various AI models rather than being locked to a single provider.
While the tool aims to serve high-trust sectors like defense, cybersecurity, and finance, it is important to note that Soket AI is a private, early-stage company. As such, it faces the typical challenges of a startup, including the need to prove its technology at a large enterprise scale while competing against well-funded global firms. Its involvement in the IndiaAI Mission provides a strategic advantage, but its long-term success will depend on its ability to secure widespread adoption by enterprise clients.
Moving forward, the industry will monitor how the company scales its development roadmap. The startup has indicated plans to add features like multi-agent systems and remote trusted sandboxes, which are intended to bring enterprise-grade security to these AI workflows. The ability to execute these plans without facing technical delays or resource constraints will be a key factor for stakeholders to watch.