naqsha
Inspectable Python agent runtime with strict tool contracts, hierarchical QAOA traces, dynamic memory, multi-agent teams, and a rich Workbench TUI.
Overview
6 featuresnaqsha sits in PulseGate's Frameworks & runtimes category. It focuses on providing a robust, inspectable runtime for building and managing autonomous Python agents with advanced memory and tooling. It is built as an open-source project for python developers building agentic systems. naqsha is open source under the MIT license. It runs on the web and the command line, and it can be self-hosted.
Behind naqsha is KM-Alee, and it first shipped in 2026. The project is developed in the open on GitHub with 19 commits in the last 90 days. Among its 6 catalogued features are agent runtime, tool contracts, and QAOA traces.
- Agent runtime
- Tool contracts
- QAOA traces
- Dynamic memory
- Multi-agent teams
- Workbench TUI
Built with & integrations
Trust & compliance
Indexing history
1What PulseGate has recorded for this listing
Frequently asked questions about naqsha
- What does naqsha do?
- Naqsha focuses on providing a robust, inspectable runtime for building and managing autonomous Python agents with advanced memory and tooling. It is catalogued under Frameworks & runtimes on PulseGate.
- Who should use naqsha?
- naqsha is an open-source project built for python developers building agentic systems.
- Is naqsha free?
- Yes — naqsha is open source under the MIT license and free to use.
- What platforms does naqsha run on?
- naqsha runs on the web and the command line. It can also be self-hosted.
- Is naqsha still active?
- The GitHub repository shows 19 commits in the last 90 days.
- Who develops naqsha?
- naqsha is developed by KM-Alee.
- When did naqsha launch?
- naqsha first shipped in 2026.
- Is naqsha open source?
- Yes — naqsha is open source under the MIT license, developed on GitHub.
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