Skip to content
  • LinkedIn
  • Github
  • YouTube
Jason Burns
  • About
  • Projects
    • Cruxwire
    • Backyard Birds
    • Modular Riffs
    • Ceres Garden Assistant
  • Contact

WeatherFlow

  • Home
  • WeatherFlow
Backyard Birds Is Available, and Learns to Doubt Itself

Backyard Birds Is Available, and Learns to Doubt Itself

The Backyard Birds dashboard is now on GitHub. The follow-up release did not add the notifications I promised. It added clips, reference calls, weather, and a way to tell BirdNET when it is wrong.
June 11, 2026Posted inBirding, Development
PM by trade. Builder by nature.

 

Product manager. Microsoft, Tableau, Elastic. I’m on sabbatical, using the time to build AI systems end to end instead of reading about them: agent orchestration, vision, speech, tool use, evaluation harnesses, local and frontier models working together. Each project here comes with a deep dive into what I built, how it works, and why I made the calls I made.

  • AI Projects 24
  • Birding 2
  • Carpentry 10
  • Computers 8
  • Development 14
  • Home Automation 33
  • Homestead 18
  • Music 2
  • Photography 7
  • Pond 3
  • Product Management 7
  • Product Thinking 5
  • Productivity 4
  • Python 8
  • Rainier 2
  • Security 7
  • Synology 2
  • Updates 5
Tags
Agentic AI AI Product Career Ceres Chicken Coop Cisco Claude Claude Code CoffeeTinker Coral TPU Design Docker Dozzle ECOWITT Frigate Gitea Home Assistant Homelab HomeNetwork LLM Local AI Machines MCP MQTT Music MySQL NAS NetData Network nVidia Obsidian Notes Ollama Open WebUI photography Plex Pond Python PythonNerdery Rainier Raspberry Pi SQL Synology TimescaleDB Ubuntu Voice Assistant
Copyright © 2026 — Jason Burns | Jason Burns
Scroll to Top