Open Issues Need Help
View All on GitHub help wanted needs-triage area:agents area:llm benchmark
Continuum — the agent runtime by ShyftLabs. Build, orchestrate, ship.
Python
#agent-framework#agentic-ai#ai-agents#ai-orchestration#anthropic#enterprise-ai#human-in-the-loop#kimi-k2#llama#llm#llm-framework#llm-observability#llmops#mcp#multi-agent#openai#qwen#temporal
benchmark(memory): profile the long-term memory subsystem (latency, recall, scale, cost) about 2 months ago
help wanted needs-triage area:memory benchmark
Continuum — the agent runtime by ShyftLabs. Build, orchestrate, ship.
Python
#agent-framework#agentic-ai#ai-agents#ai-orchestration#anthropic#enterprise-ai#human-in-the-loop#kimi-k2#llama#llm#llm-framework#llm-observability#llmops#mcp#multi-agent#openai#qwen#temporal
test(integration): break LLM client & providers — routing, structured output, fallback about 2 months ago
help wanted needs-triage area:llm testing
Continuum — the agent runtime by ShyftLabs. Build, orchestrate, ship.
Python
#agent-framework#agentic-ai#ai-agents#ai-orchestration#anthropic#enterprise-ai#human-in-the-loop#kimi-k2#llama#llm#llm-framework#llm-observability#llmops#mcp#multi-agent#openai#qwen#temporal
test(integration): break Temporal — durable workflows & human-in-the-loop about 2 months ago
help wanted needs-triage area:temporal testing
Continuum — the agent runtime by ShyftLabs. Build, orchestrate, ship.
Python
#agent-framework#agentic-ai#ai-agents#ai-orchestration#anthropic#enterprise-ai#human-in-the-loop#kimi-k2#llama#llm#llm-framework#llm-observability#llmops#mcp#multi-agent#openai#qwen#temporal
test(integration): break Agents & Workflows — runner, 9 patterns, handoffs, streaming about 2 months ago
help wanted needs-triage area:agents testing
Continuum — the agent runtime by ShyftLabs. Build, orchestrate, ship.
Python
#agent-framework#agentic-ai#ai-agents#ai-orchestration#anthropic#enterprise-ai#human-in-the-loop#kimi-k2#llama#llm#llm-framework#llm-observability#llmops#mcp#multi-agent#openai#qwen#temporal
help wanted needs-triage area:tools-mcp testing
Continuum — the agent runtime by ShyftLabs. Build, orchestrate, ship.
Python
#agent-framework#agentic-ai#ai-agents#ai-orchestration#anthropic#enterprise-ai#human-in-the-loop#kimi-k2#llama#llm#llm-framework#llm-observability#llmops#mcp#multi-agent#openai#qwen#temporal
test(integration): break Memory — long-term store, scopes & PII about 2 months ago
help wanted needs-triage area:memory testing
Continuum — the agent runtime by ShyftLabs. Build, orchestrate, ship.
Python
#agent-framework#agentic-ai#ai-agents#ai-orchestration#anthropic#enterprise-ai#human-in-the-loop#kimi-k2#llama#llm#llm-framework#llm-observability#llmops#mcp#multi-agent#openai#qwen#temporal
test(e2e): real end-to-end and live-provider tests about 2 months ago
help wanted needs-triage testing
Continuum — the agent runtime by ShyftLabs. Build, orchestrate, ship.
Python
#agent-framework#agentic-ai#ai-agents#ai-orchestration#anthropic#enterprise-ai#human-in-the-loop#kimi-k2#llama#llm#llm-framework#llm-observability#llmops#mcp#multi-agent#openai#qwen#temporal
test(integration): services-backed integration suite in CI about 2 months ago
help wanted needs-triage testing
Continuum — the agent runtime by ShyftLabs. Build, orchestrate, ship.
Python
#agent-framework#agentic-ai#ai-agents#ai-orchestration#anthropic#enterprise-ai#human-in-the-loop#kimi-k2#llama#llm#llm-framework#llm-observability#llmops#mcp#multi-agent#openai#qwen#temporal