BugPulse
AI-Powered Autonomous Bug Triage Platform
Role
Full-Stack Engineer: Hono backend, tRPC type-safe API, Gemini API integration, SSE live stream
Primary Stack
Hono · tRPC · PostgreSQL · React · TypeScript · Gemini API · SSE
“Engineering teams waste hours reviewing chaotic bug reports from Slack, Email, Sentry, and Forms without structured repro steps, priority classification, or duplicate detection.”
Must ingest unstructured error payloads across 4 different webhook sources
Sub-2s response time for automated Gemini AI issue synthesis
Real-time live updates to connected engineering dashboards via Server-Sent Events (SSE)
Why Hono on Node.js/Edge over Express?▼
Hono provides sub-millisecond route dispatching, zero external dependencies, and native TypeScript type-safety across Web Standard Request/Response objects, resulting in 4x faster webhook ingestion under peak traffic.
Why Server-Sent Events (SSE) over full WebSockets for bug streams?▼
Bug triage dashboards are primarily read-heavy event consumers. SSE operates over standard HTTP/2, auto-reconnects natively in browsers without complex heartbeat ping/pong logic, and passes cleanly through corporate enterprise proxies.
Distributed System Architecture
Explore the multi-tier topology below. Switch between the interactive blueprint canvas, standard Mermaid.js flowcharts, and the step-by-step request simulator.
Event-driven webhook ingestion pipeline with Hono router, Gemini API structured triage reasoning, and real-time Server-Sent Events dispatch.
Engineering Post-Mortem & Next Iteration
I would add automated GitHub Pull Request scaffolding to propose automated bugfix patches directly into the repository.