Applied Agents
Package LangGraph/MCP automations behind guardrails, replay tooling, and role-aware approvals so teams can trust pilots.
HaloLab Studio
lab.halolab.cloud hosts the prototypes we are nurturing. It doubles as the build environment and the demo room—from agent orchestration to the data plumbing underneath.
Visit lab.halolab.cloudData Ops & Observability
Benchmark pipelines, compare embeddings, and wire WebVitals instrumentation to keep demo stories honest.
Interaction Design
Build resizable navigation, multi-modal timelines, and workspace shells that invite safe exploration.
Current initiatives
2025 Q1 - Q2
- Unify unstructured docs, ETL traces, and reviewer notes for scenario walkthroughs.
- Layer guardrails so agents request approvals with transparent audit trails.
- Capture demo health metrics that product leads can reuse across pilots.
Knowledge Workflow Pilot
Co-designing with mid-size teams to connect unstructured content, ETL, and LLM reviewers inside one lab console.
2025 Q2
- Instrument prompt templates with per-call latency, spend, and provider mix.
- Model scenario budgets so stakeholders spot overruns before scaling.
- Provide throttle and fallback playbooks to keep demos reliable.
Inference Cost Dashboard
Surfacing latency and spend per prompt template so product leads can scope experiments before launch.
Collaboration
Bring internal prototypes or research tracks into the lab. I can help map architecture sketches, interaction drafts, and automation guardrails so we leave with a verifiable demo.
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