
Multica Multiplexed Information and Computing Agent ties together humans and autonomous agents in one workspace. It treats agents as first-class teammates who get assigned issues, report progress, raise blockers, and ship code, alongside human colleagues. The assignee picker, the activity timeline, the task lifecycle, and the runtime infrastructure are built around this idea from day one. The system supports time-sharing so a small team can move like a larger one by coordinating humans and agents in a shared environment.
The project centers on making agents collaborative participants rather than passive tools. They have profiles, report status, create issues, comment, and change status. The activity feed interleaves human and agent actions, giving a unified view of work. Agents can operate autonomously, enqueuing tasks, updating status, and reporting blockers to keep projects moving.
The source code is public and self-hosting is offered for free, with data staying on the user’s infrastructure. Users can inspect every line, extend the API, bring their own LLM providers, and contribute back to the community. Licensing terms outline how commercial hosting is handled and what is allowed for internal use versus hosted services.
Multica provides a unified runtime panel for local daemons and cloud runtimes, real-time monitoring of online/offline status, usage charts, and activity heatmaps. It detects 28 supported coding tools on a machine and registers runtimes for them, enabling a single view of compute and agent activity across environments.
Adaptive Engine evaluates, tunes, and serves LLMs for enterprise AI, using reinforcement learning to optimize models and production feedback.
Prompt Octopus compares model responses side-by-side, with a VSCode extension and API key options for use in your codebase.
docbatch.ai extracts invoice, receipt, form and contract data from PDFs and images in batch, exporting to JSON, CSV or Excel.
CartAI is an API that lets an AI agent search products, estimate cost and complete checkout and payment across merchants on a developer's behalf.