Record normalized DeepSeek Harness tool results and replay them offline with strict matching and zero tool-body execution.
Node.js testing framework with method stubbing, console mocking, environment management, ESM and TypeScript support, circuit breaker utilities, security validation, and auto test generation
Android TV slideshow app QA case covering cache, USB, offline behavior, test cases and defect evidence.
Automated offline testing for PWAs and web apps with Playwright. Checks that your app loads, keeps data and recovers with no network, then writes an HTML report and an agent-ready fix plan.
Observable Agent Loop – AI agent control loop for incident triage & root cause investigation. Autonomous tool calling, evidence grounding, bounded execution, failure recovery, trace redaction. Offline tests. Python 3.10+.
Deterministic Python testing for tool-using agents. Mock MCP tools, assert exact tool calls and trajectories, verify headers, and run offline in CI.
Evaluate language model behavior with representative tasks and explicit pass rules.
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