shyftlabs/continuum - 9 Help Wanted Issues

Open Issues Need Help

benchmark(agents): comparative agent performance & quality eval across configs 21 days ago

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) 2 months ago

help wanted needs-triage area:memory benchmark

shyftlabs/continuum

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 2 months ago

help wanted needs-triage area:llm testing

shyftlabs/continuum

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 2 months ago

help wanted needs-triage area:temporal testing

shyftlabs/continuum

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 2 months ago

help wanted needs-triage area:agents testing

shyftlabs/continuum

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 Tools & MCP — transports, filtering, context injection 2 months ago

help wanted needs-triage area:tools-mcp testing

shyftlabs/continuum

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 2 months ago

help wanted needs-triage area:memory testing

shyftlabs/continuum

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 2 months ago

help wanted needs-triage testing

shyftlabs/continuum

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 2 months ago

help wanted needs-triage testing

shyftlabs/continuum

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