| 🔆Solar radiance as weather datasource | vertical | 🌻Insufficient pollination | Idea | 2-essential | | | | | | | 1 | backendfrontend | | | 7 | 5 |
| ⚖️Colony comparison | vertical | 👁️Observability of bee colony | Idea | 3-professional | | | | | | | 9 | backendfrontend | | | 7 | 60 |
| 🛰️SkyFi integration | vertical | 🌻Insufficient pollination, 🌻Monoculture agriculture | Idea | 3-professional | | | | | | | 4 | backendfrontend | | | 7 | 25 |
| 🧑🏻🚀User login | vertical | | Done | 1-community | user | | | | | | 0 | backendfrontend | user-cycle - Login with google, user-cycle - autologin if user session exists | https://youtu.be/Txspe3O5gaQ | | |
| 🧑🏻🚀User registration + password restoration | vertical | | Done | 1-community | user | | | | | | 0 | backendfrontend | Add "forgot password" and restoration flow | | | |
| 🧑🏻🚀User editing | vertical | | Done | 1-community | user | | | | | | 0 | backendfrontend | | | | |
| 💰Billing subscription | vertical | | Done | 1-community | user | | | | | | 0 | backend | Ability to cancel billing subscription, Downgrade billing plan after 2 weeks of trial expiration, Enforce functional limitations that depend on billing tier | | | |
| 🔐API token management | vertical | | Done | 1-community | user | | | | | | 0 | backendfrontend | Add API token removal | | | |
| 💱user language + translations | horizontal | | Done | 1-community | translations | | | | | | 0 | backendfrontend | | | | |
| 📲progressive web app | horizontal | | Done | 1-community | pwa | | | | | | 0 | frontend | | | | |
| 📦Apiary management | vertical | 👁️Observability of bee colony | Done | 1-community | apiary | | | | | | 0 | backendfrontend | Integrate Estonian apiaries public data in apiary view, Manually enter, which plants grow around the apiary in terms of area (ha), percentage (%). Tie it to graph of blooming time | | | |
| 📦Hive management | vertical | 👁️Observability of bee colony | Done | 1-community | apiary/hive | | | | | | 0 | backendfrontend | In apiary view, show table list of hives with hive status, render hive in 3d, add horizontal feed box, move frames between boxes, Hive numbering (manual / automated), reset frame numbers to be user-specific, Add ability to create a nucleus (5 frames), Fix hive section buttons in mobile layout, Add ability to change frame type , Fix hive note editing having a flickering experience, Mark colony as dead & generate yearly mortality report, Add colony last treatment time (in hive table view), Add colony last feeding time (in hive table view) | | | |
| 📦Hive section management | vertical | 👁️Observability of bee colony | Done | 1-community | apiary/hive/box | | | | | | 0 | backendfrontend | Add classic roof top, add bottom type of box, add queen excluder type of box, Add box size selection, Add ventilation type of a box, Mark box as having a candy feeding, Section with size choice (Farrar, Dadant etc.) | | | |
| 🖼️Frame side management | vertical | 👁️Observability of bee colony | Done | 1-community | apiary/hive/box/frame/frame-side | | | | | | 0 | backendfrontend | frame edit view - add "clear cells" button + drawing mode to remove some incorrectly detected frame cells, on phones, in frame image view, add zoom-in with pinch gesture, fix drawing on a frame -> clicking clear -> draw again, Add panning while zoomed, disable drawing when in this mode, Change section frame types in bulk (foundation → comb), Frame side photo image cropping | | | |
| 📷Frame side photo upload | vertical | 👁️Observability of bee colony | Done | 1-community | apiary/hive/box/frame/frame-side/file | | | | | | 0 | backend | frame upload - allow pasting images via clipboard API, file upload - progress bar,
bulk file upload view (as new inspection), add google drive photo download integration | | | |
| 🐝Worker bee detection | vertical | 👁️Observability of bee colony | In development | 1-community | apiary/hive/box/frame/frame-side/file/bees |  Fam A. Shihata | | | | | 0 | MLbackendfrontend | | | | |
| 🐝Honeycomb cell detection | vertical | 🍽️Colony starvation | Done | 1-community | apiary/hive/box/frame/frame-side/file/cells | | | | | | 0 | MLbackendfrontend | Update beehive section frame cell type ratios on update | | | |
| 🐝Frame side queen cup detection | vertical | 🧶Swarming | Done | 1-community | apiary/hive/box/frame/frame-side/file/queen-cups | | | | | | 0 | ML | detect different types of queen cups | | | |
| ⛈️weather graph | vertical | 🌪️Not weather-resistant hives | Done | 1-community | apiary | | | | | | 0 | backendfrontend | | | | |
| 🎋list of local plants (plantnet) | vertical | 🌻Monoculture agriculture | Done | 1-community | apiary | | | | | | 0 | backendfrontend | | | | |
| 🤖Beekeeping advice with LLM | vertical | 🚶🏻♂️Neglect to treat mites, requeen or feed, 🎒Lack of knowledge / experience | Done | 2-essential | apiary/hive | | | | | | 0 | backendfrontend | | | | |
| 🎨Drawing on canvas | vertical | 👁️Observability of bee colony | Done | 2-essential | apiary/hive/box/frame/frame-side | | | | | | 0 | frontend | | | | |
| 👑Queen detection | vertical | 💀Colony without a queen | Groomed | 1-community | apiary/hive | | | | | | 14 | MLbackendfrontend | Change queen detection to need a confirmation from a user | | 5 | 70 |
| 🦀varroa mite detection | vertical | 🦀Infestation of Varroa mite | Groomed | 2-essential | apiary/hive/box/frame/frame-side/file | | | | | | 20 | IoTMLbackendfrontend | | | 5 | 100 |
| 🛰️Apiary satellite view | vertical | 🌻Insufficient pollination | Done | 2-essential | apiary | | | 🌻Flower blooming map | | | 0 | backendfrontend | | | | |
| 🌻Pollination optimization with hive placement recommendation | vertical | 🌻Insufficient pollination, 🌲Distant locations | Idea | 3-professional | | | | | | | 5 | backendfrontend | Ability to add pollen / honey lab results notes | | 13 | 60 |
| 📊Telemetry API | horizontal | 👁️Observability of bee colony | In development | 4-iot-sensors | analytics |  Ahmed Daoudi,  Artjom Kurapov | | 📊Analytics with grafana | | | 6 | IoTbackend | telemetry-api: setup MQTT broker server | | 5 | 30 |
| 👁️🗨️Video streaming from phone | vertical | 👁️Observability of bee colony | Idea | 4-entrance-counter | | | | | | | 6 | backendfrontend | | | 5 | 30 |
| ⚠️Frame analysis - spotty brood pattern detection | vertical | 💀Colony without a queen | Idea | 2-essential | | | | | | | 6 | MLbackendfrontend | | | 7 | 40 |
| ⚠️Alerts | horizontal | 🌲Distant locations, 👁️Observability of bee colony | Groomed | 2-essential | | | | ⚠️Weather alerts | | | 23 | backendfrontend | add email alerts, add SMS alerts | | 3 | 70 |
| 👁️🗨️Count bees coming in/out | vertical | 👁️Observability of bee colony | Groomed | 4-entrance-counter | | | | | | | 18 | IoTMLbackend | Integrate bee counting on the edge | | 5 | 90 |
| 🐝Drone detection | vertical | 👁️Observability of bee colony | Idea | 2-essential | | Jassem Manita | | | | | 9 | ML | improve drone detection | | 7 | 60 |
| 🐝Drone brood detection | vertical | 💀Colony with drone-laying queen / laying workers, 🍽️Colony starvation | Groomed | 2-essential | | | | | | | 16 | MLbackendfrontend | | | 5 | 80 |
| ♻️Apiary position sharing | vertical | 🤢Pesticide exposure / poisoning, 🦀Diseases, 🎒Lack of knowledge / experience, 🎒Challenging to become a new beekeeper | Groomed | 1-community | | | | | | | 4 | backendfrontend | | | 5 | 20 |
| ⌨️keyboard shortcuts support | horizontal | | Idea | 1-community | | | | | | | 1 | frontend | keyboard shortcuts | | 7 | 10 |
| ♻️Share of beehive inspection public URL | vertical | 🎒Lack of knowledge / experience, 🍯Honey certification & trust | Groomed | 2-essential | | | ♻️Public beehive view | | | Sergei Kaskov | 33 | backendfrontend | | | 3 | 100 |
| 📈Manual inspections timeline | vertical | 👁️Observability of bee colony | In development | 2-essential | apiary/hive | Artjom Kurapov | | | | | 8 | backendfrontend | In timeline view, show note of the inspection | | 9 | 70 |
| 📅Calendar view (of events, treatments, alerts) | vertical | 👁️Observability of bee colony | Idea | 3-professional | | | | 📅Google-calendar integration | | | 3 | backendfrontend | | | 7 | 20 |
| 📦Manual inspections - Bulk upload per box | vertical | 👁️Observability of bee colony | Idea | 2-essential | | | | | | | 5 | backendfrontend | | | 7 | 35 |
| ⚠️Weather alerts | vertical | 🌪️Not weather-resistant hives | Idea | 2-essential | |  Hatem Soliman | ⚠️Alerts | | | | 3 | backendfrontend | integrate weather warnings (storms/hurricanes) -> compare to apiary location -> generate app alert | | 13 | 45 |
| 🐝Frame analysis - chilled brood | vertical | 🌪️Not weather-resistant hives, 🎒Lack of knowledge / experience | Idea | 2-essential | | | | | | | 5 | MLbackendfrontend | | | 5 | 25 |
| ⚠️Frame analysis - starvation detection and alert | vertical | 🍽️Colony starvation | Idea | 2-essential | | | | | | | 9 | MLbackendfrontend | | | 7 | 60 |
| 🐝Laying workers cell detection | vertical | 💀Colony with drone-laying queen / laying workers | Idea | 2-essential | | | | | | | 7 | MLbackendfrontend | | | 5 | 35 |
| 👁️🗨️Bee counter (from custom video stream) | vertical | 👁️Observability of bee colony | Idea | 4-entrance-counter | apiary/hive | | | | | | 1 | MLbackend | | | 13 | 15 |
| 📊Analytics with grafana | vertical | 👁️Observability of bee colony | Idea | 4-iot-sensors | analytics | | 📊Telemetry API | | | | 3 | backend | Add grafana UI to influx for public visibility. Tie access control to accounts, Setup influx DB under telemetry-api | | 13 | 40 |
| 🧑🏻🚀Multiple user support | horizontal | 💪🏻Unscalable work | Idea | 3-professional | | | | | | | 4 | | Invite users to the account | | 7 | 30 |
| 📦Inventory management / warehouse view | vertical | 💪🏻Unscalable work | Idea | 3-professional | | | | | | | 2 | backendfrontend | | | 13 | 20 |
| 🐝Ant detection | vertical | 🦀Infestations | Idea | 3-professional | | Fam A. Shihata | | | | | 5 | ML | | | 3 | 15 |
| 🐝Hive beetle detection | vertical | 🦀Infestations | Idea | 3-professional | | | | | | | 3 | ML | | | 5 | 15 |
| 🐝Wax moth detection | vertical | 🦀Infestations | Idea | 3-professional | | | | | | | 7 | ML | | | 3 | 20 |
| 🐝Bee race classification | vertical | 👁️Observability of bee colony | Idea | 3-professional | | | | | | | 3 | ML | | | 5 | 15 |
| 🐝Bee age classification | vertical | 👁️Observability of bee colony | Idea | 3-professional | | | | | | | 1 | ML | | | 13 | 15 |
| 🐝Analytics - demography and simulation | vertical | 👁️Observability of bee colony, ❄️Overwintering collapse | Idea | 3-professional | | | | | | | 3 | backendfrontend | add colony population estimation, Calculate daily bee loss based on gate traffic stats, Predict overwintering likelihood | | 7 | 20 |
| 🐝Bee pose + morphometric model | vertical | 🤢Pesticide exposure / poisoning, 🦀Diseases | Idea | 3-professional | | | | | | | 2 | ML | | | 13 | 25 |
| 📹Video streaming API | vertical | 👁️Observability of bee colony | Groomed | 4-entrance-counter | apiary/hive | | | 📺Video streaming playback | | | 6 | IoTbackendfrontend | Handle network disconnects on client side | | 7 | 40 |
| ⚠️Hornet attack detection | vertical | 💢Hornet attacks | Groomed | 4-entrance-counter | apiary/hive/box/frame/frame-side/file | | | ⛔Close mechanised hive entrance in case of hornet attack | | | 18 | IoTMLbackend | | | 5 | 90 |
| 📺Video streaming playback | vertical | 👁️Observability of bee colony | Groomed | 4-entrance-counter | | | 📹Video streaming API | | | | 4 | backendfrontend | Design UI for hive entrance video replay | | 13 | 55 |
| ⚠️Daily loss of bees stats and alert based on counter | vertical | 🤢Pesticide exposure / poisoning | Idea | 4-entrance-counter | | | | | | | 6 | backendfrontend | | | 7 | 45 |
| ⚠️Robbing behaviour alert based on bee counter | vertical | 💢Robbing state | Idea | 4-entrance-counter | | | | ⛔Close mechanised hive entrance in case of robbing behaviour | | | 9 | backendfrontend | | | 7 | 60 |
| 🌻Detect bees with pollen for foraging statistics | vertical | 👁️Observability of bee colony, 🍽️Colony starvation, 🌻Insufficient pollination | Idea | 4-entrance-counter | | | | | | | 6 | ML | | | 7 | 40 |
| 🤢Detect pesticide exposure | vertical | 🤢Pesticide exposure / poisoning | Idea | 4-entrance-counter | | | | | | | 2 | ML | | | 13 | 30 |
| 🦾Robotic frame reordering | vertical | 💪🏻Physical labor | Idea | 5-robotic-beehive | | | | | | | 2 | CADIoTMLRoboticsbackendfrontend | | | 13 | 20 |
| 📷Real-time frame scanning | vertical | 👁️Observability of bee colony | Idea | 5-robotic-beehive | | | | 📷Full hive inspection | | | 12 | IoTRoboticsbackendfrontend | | | 5 | 60 |
| 🐝Bee specialization classification | vertical | 👁️Observability of bee colony | Idea | 5-robotic-beehive | | | | | | | 1 | ML | | | 7 | 10 |
| 🔗Smart home integration over zigbee | vertical | 💪🏻Physical labor | Idea | 4-iot-sensors | | | | | | | 0 | IoTbackend | research smart home / tuya integration | | 13 | 5 |
| 🧑🏻🚀User password change | vertical | | Idea | 1-community | | | | | | | 2 | backendfrontend | user-cycle - restore password | | 5 | 10 |
| 🧑🏻🚀User email verification and change | vertical | | Groomed | 1-community | | | | | | | 2 | backendfrontend | | | 5 | 10 |
| 🐝Frame analysis - bee counter | vertical | 👁️Observability of bee colony | Done | 1-community | | | | | | | 0 | MLbackendfrontend | | | | |
| 🤖Moving robot between hives | vertical | 🌻Insufficient pollination, 💪🏻Physical labor | Idea | 6-robotic-apiary | | | | | | | 4 | CADIoTRoboticsbackendfrontend | | | 13 | 50 |
| 🎒Product onboarding videos & UI | horizontal | | Groomed | 1-community | | | | | | | 20 | frontend | | | 3 | 60 |
| ❌User account deletion | vertical | | Done | 1-community | | | | | | | 0 | backendfrontend | | | | |
| 📊Beep.nl weight telemetry integration | vertical | 👁️Time-consuming inspections | Idea | 4-iot-sensors | | | | | | | 1 | IoT | | | 7 | 5 |
| ⛔Close mechanised hive entrance in case of hornet attack | vertical | 💢Hornet attacks | Idea | 5-robotic-beehive | | | ⚠️Hornet attack detection | | | | 11 | CADIoT | | | 7 | 80 |
| 📍Show close-by beekeepers (from government registry) | vertical | 🚶🏻♂️Neglect to treat mites, requeen or feed, 🎒Lack of knowledge / experience | Idea | 1-community | | | | | | | 4 | backendfrontend | | | 7 | 30 |
| ♻️QR-code printing & scanning | | | Idea | 2-essential | | | | | | | 13 | backendfrontend | | | 3 | 40 |
| 📡Offline mode | horizontal | 🌲Distant locations | Idea | 2-essential | | | | | | | 4 | frontend | | | 7 | 30 |
| ♻️Public beehive view | vertical | 🎒Lack of knowledge / experience | Groomed | 1-community | | | | ♻️Share of beehive inspection public URL | | | 20 | backendfrontend | | | 5 | 100 |
| 🦾Robotic frame isolation & extraction | vertical | 💪🏻Unscalable work, 💪🏻Physical labor | Idea | 5-robotic-beehive | | | | | | | 0 | CADIoTMLRoboticsbackendfrontend | | | 40 | 7 |
| 🦾Robotic insertion of new frames | vertical | 💪🏻Physical labor | Idea | 5-robotic-beehive | | | | | | | 0 | CADIoTMLRoboticsbackendfrontend | | | | |
| 🐝Detect swarming from entrance video | vertical | 🧶Swarming | Idea | 4-entrance-counter | | | | | | | 0 | ML | | | | |
| 👑Detect queen mating from entrance video | vertical | 💀Colony without a queen | Idea | 4-entrance-counter | | | | | | | 0 | ML | | | | |
| 🔌Energy autonomy (battery + solar cells + wind) | vertical | 🌲Distant locations | Idea | 5-robotic-beehive | | | | | | | 0 | IoT | | | | |
| 🦀Varroa mite new infestation detection from video | vertical | 🦀Infestation of Varroa mite | Idea | 4-entrance-counter | | | | | | | 14 | ML | | | 5 | 70 |
| ⛔Close mechanised hive entrance in case of robbing behaviour | vertical | 💢Robbing state | Idea | 5-robotic-beehive | | | ⚠️Robbing behaviour alert based on bee counter | | | | 8 | CADIoT | | | 5 | 40 |
| ⛔Mechanically reduce hive entrance in case of high wind | vertical | 🌪️Not weather-resistant hives | Idea | 5-robotic-beehive | | | | | | | 3 | CADIoTRobotics | | | 5 | 15 |
| 📷Full hive inspection | vertical | 💪🏻Physical labor, 💪🏻Unscalable work, 👁️Time-consuming inspections | Idea | 5-robotic-beehive | | | 📷Real-time frame scanning | | | | 0 | CADIoTMLRoboticsbackendfrontend | Redesign @Untitled with more CAD details - @Untitled | | | |
| 🦾Cross-family frame movement resource balancing | vertical | 🍽️Colony starvation | Idea | 6-robotic-apiary | | | | | | | 0 | IoTRoboticsbackendfrontend | | | | |
| 🍭Automatic sugar syrup feeder | vertical | 🍽️Colony starvation | Idea | 5-robotic-beehive | | | | | | | 0 | CADIoTbackendfrontend | | | | |
| 🖥️Remote desktop | vertical | | Groomed | 4-entrance-counter | | | | | | | 0 | IoTbackend | | | | |
| 🧪Automatic acid treatment against varroa | vertical | 🦀Infestation of Varroa mite | Idea | 5-robotic-beehive | | | | | | | 0 | CADIoTbackendfrontend | | | | |
| 📅Varroa Treatment diary | vertical | 🦀Infestation of Varroa mite | Groomed | 3-professional | | | | | | | 25 | backendfrontend | Mark box having treatment strips | | 3 | 75 |
| 📅Google-calendar integration | vertical | 🚶🏻♂️Neglect to treat mites, requeen or feed | Idea | 3-professional | | Hatem Soliman | 📅Calendar view (of events, treatments, alerts) | | | | 2 | backendfrontend | | | 7 | 15 |
| ♻️Quick frontpage frame demo | vertical | | Idea | 1-community | | | | | | | 12 | backendfrontend | | | 5 | 60 |
| 🌞Apiary top-down view of relative to the sun | vertical | 🌪️Not weather-resistant hives | Idea | 3-professional | | | | | | | 1 | backendfrontend | | | 7 | 10 |
| 🐝Nursing video analysis | vertical | 👁️Observability of bee colony | Idea | 5-robotic-beehive | | | | | | | 0 | MLbackendfrontend | | | | |
| ♨️Hive heating | vertical | 🦀Infestation of Varroa mite, ❄️Overwintering collapse | Idea | 5-robotic-beehive | |  Aleksei Zaitsev | | | | | 0 | CADIoTbackend | | | | |
| 🚁Ventilation control | vertical | ❄️Overwintering collapse, 💧Poor hive ventilation | Idea | 5-robotic-beehive | | | | | | | 0 | CADIoT | | | | |
| 📡Connectivity over LoRa | vertical | 🌲Distant locations | Idea | 4-iot-sensors | | | | | | | 0 | IoT | | | | |
| 🎤6-channel audio monitoring | | 🧶Swarming, 💢Robbing state | Idea | 5-robotic-beehive | | | | | | | 0 | IoT | | | | |
| ⚖️Weight monitoring | | 👁️Observability of bee colony | Idea | 4-iot-sensors | | | | | | | 0 | IoTbackendfrontend | | | | |
| 💧Humidity monitoring | | ❄️Overwintering collapse, 🌪️Not weather-resistant hives, 💧Poor hive ventilation | Idea | 4-iot-sensors | | Aleksei Zaitsev | | | | | 0 | IoTbackend | | | | |
| 🔊Audio-interface (to talk with bees) | | 🗃️Ugly beehives | Idea | 5-robotic-beehive | | | | | | | 0 | IoTbackend | | | | |
| 🦀Varroa mite detection with infra-red camera | | 🦀Infestation of Varroa mite | Idea | 6-robotic-apiary | | | | | | | 0 | ML | | | | |
| 🌻Flower blooming map | | 🌻Insufficient pollination | Idea | 2-essential | | | 🛰️Apiary satellite view | | | | 0 | backendfrontend | | | | |
| ☁️CO2 monitoring | | | Idea | 4-iot-sensors | | | | | | | 0 | IoT | | | | |
| 🐻Tampering detection | | 🐻Bears destroying hives & colonies, 🌪️Not weather-resistant hives | Idea | 4-iot-sensors | | | | | | | 0 | CADIoTbackend | | | | |
| 🎮Client-side app with UI (manual override mode) | | | Idea | 5-robotic-beehive | | | | | | | 0 | CADIoTRoboticsbackendfrontend | | | | |
| 🤖Talk to bee colony with AI (with RAG) | | 🎒Lack of knowledge / experience, 🎒Challenging to become a new beekeeper | Idea | 3-professional | | | | | | | 0 | MLbackend | | | | |
| 🐝Guard detection | | | Idea | 4-entrance-counter | | | | | | | 0 | ML | | | | |
| 🚛Robot moving hives between fields | | 🌻Insufficient pollination | Idea | 6-robotic-apiary | | | | | | | 1 | | | | 13 | 10 |
| ⚓Webhooks integration | | 💪🏻Unscalable work | Idea | 3-professional | | | | | | | 0 | | | | | |
| 🌬️Wind speed measurement (Anemometer) | | | Idea | 4-iot-sensors | | | | | | | 0 | | | | | |
| Measure atmospheric pressure | | | Idea | 4-iot-sensors | | | | | | | 0 | | | | | |
| Measure PM2 pollution | | | Idea | 4-iot-sensors | | | | | | | 0 | | | | | |
| 👑Queen management | vertical | 💀Colony without a queen, 🧶Swarming, 💀Colony with drone-laying queen / laying workers | Groomed | 1-community | apiary/hive | | | | | | 14 | backendfrontend | Separate queen presense toggling from detected queens, Show queen age (1 year) instead of birth year | | 5 | 70 |
| 🫶🏻Multiple colony unification | vertical | 💀Colony without a queen, ❄️Overwintering collapse | Groomed | 3-professional | | | | | | | 9 | | | | 7 | 60 |
| 🔀Create colony split | vertical | 🧶Swarming | Groomed | 3-professional | | | | | | | 5 | | | | 11 | 60 |
| ♻️Hive ownership transfer | | | Idea | 3-professional | | | | | | | 0 | | | | | |
| 🦀Varroa infestation management | | | Idea | 2-essential | | | | | | | 0 | | | | | |
| 🌍Map view | | 🌲Distant locations | Idea | 3-professional | | | | | | | 0 | frontend | | | | |
| 🎮Connecting robot to web-app UX | | | Idea | 5-robotic-beehive | | | | | | | 0 | | | | | |
| 🎮Connecting sensors to web-app UX | | | Idea | 4-iot-sensors | | | | | | | 0 | | | | | |
| 🎮Device management | vertical | | Groomed | 3-professional | | | | | | | 10 | | | | 5 | 50 |
| 🎮Client-side app with UI | | | Idea | 4-entrance-counter | | | | | | | 0 | Roboticsbackendfrontend | | | | |
