Open-source self-improving QA agent for software teams. A test harness with memory. Write tests in natural language for web and mobile. agent-qa learns from every run, adapts to UI changes, and catches regressions before you ship.
One format, two readers. People and AI agents now co-write the same document. Legible for people; addressable, verifiable, and versioned for machines. GEML is plain text — organized by one typed block for everything, remembered by a .gemlhistory sidecar.
Open-source MCP vision server that gives text-only LLMs and AI agents image understanding, OCR, visual analysis, UI inspection, and multimodal capabilities.
Filesystem-driven four-lane kanban board (todo / doing / blocked / done) as a read-only MCP server and Python API. Works with DeepSeek Harness and any MCP client.
DeepSeek Harness bundle: adds AI NetCafé's hosted outcome tools (statement extraction with reconciliation, SQL dialect transpile, mainland-China reachability, cross-session memory, scheduled agents) to your dsh profile in one install.
