March 2026 monthly summary focusing on delivering business value through feature enhancements, reliability fixes, and automation-ready outputs across two repositories (livekit/agents and livekit/livekit-cli). Key features delivered include per-word confidence scores in Speech-to-Text (STT) outputs (livekit/agents) to improve accuracy validation, CLI UX improvements in livekit-cli for project visibility and better error signaling, and machine-friendly output modes for token creation to support automation scripts. Major bugs fixed include ensuring STT v2 alternatives expose word confidence and routing project-selection status messages to stderr to improve scripting reliability. Overall impact: higher quality transcripts with per-word confidence, clearer and more actionable CLI feedback, and improved automation readiness. Technologies/skills demonstrated: Deepgram STT integration, CLI design and I/O standardization, JSON/machine-friendly output formats, and robust error/status handling across tooling.

February 2026 monthly summary for livekit-cli: Delivered two features to improve CLI flexibility and token metadata support, enabling richer automation and integrations. Implemented Token Creation Metadata Attributes (via CLI options or JSON) and Command-Line Input from STDIN. Both changes enhance token customization and input handling, with clear commit boundaries for traceability. No critical bugs reported; stability remains strong. Impact includes improved onboarding for enterprise users, smoother CI/CD token provisioning, and a foundation for future metadata-driven workflows.