VoxForge2025–26
Voice AI stacks split across transports and lack production operability (eval, replay, deploy).
Open-source voice AI infrastructure platform with one unified pipeline, RAG, evaluation, replay, and one-command HTTPS deployment.
my role · Solo design and implementation — architecture through HTTPS deploy, tests, and docs.
hard part · One VoicePipelineService for WebSocket, REST, and LiveKit without duplicating agent and RAG logic.
407 non-browser tests passed (426 collected)76.40% coverage on src/voxforge (non-browser suite)v1.0.0-rc.1 · self-hostable3 transports · 1 pipeline
Python 3.12FastAPILangGraphLangChainPostgreSQLpgvectorRedisLiveKit
BugSathi2026
Bug reports lack evidence and teams cannot audit how recordings become AI-written reports.
Local-first, AI-native bug reporting platform — screen recording upload, ffmpeg frame extraction, AI-drafted reports, shareable links, and an ordered Kafka pipeline in Go.
my role · End-to-end Go systems build — API, workers, Kafka pipeline, observability, ADRs.
hard part · Ordered, idempotent media + AI pipeline per recording under Kafka replay and failure.
116 Go tests under -race35 ADRs in docs/adr8-topic Kafka pipeline28 REST endpoints (per project docs)
GoKafkaPostgreSQLMinIORedisffmpegOpenTelemetryPrometheus
SignalMine2025–26
Unstructured forum and issue threads hide product and market signals; manual synthesis is not reproducible.
Source-agnostic pipeline turning GitHub and Reddit discussions into schema-validated market intelligence.
my role · Pipeline design, collectors, normalizer, schema-bound extraction, evaluation harness, and FastAPI service.
hard part · Reliable LLM extraction with JSON Schema contracts and golden-dataset regression scoring.
125 pytest tests collected4 canonical JSON schemas in schemas/Golden-dataset extraction evaluationOpenTelemetry + Prometheus on FastAPI
PythonFastAPITyperPostgreSQLSQLAlchemyAlembicOpenTelemetryPrometheus