🛠️ DevLog: Session Metrics Integrated into Leaderboard & Backend We’ve expanded the existing leaderboard and reputation infrastructure to now include user task/session metrics alongside network tasks on DevNet5. 🔗 Leaderboards (Now With Session Stats): • All Addresses: lb-be-5.cortensor.network/le… • By Address: lb-be-5.cortensor.network/le… 🔗 Time-Series View for Session Metrics: lb-be-5.cortensor.network/se… ✅ New session-related stats now included: • ack, precommit, commit metrics • Time-series data for reputation over time This required backend refactoring on both: 🔹 Node Stats & Reputation (generalized to support session data) 🔹 Dashboard backend indexing to track session / user task metrics Now that it’s verified and live, frontend dashboard visualization is next - giving visibility into real performance across both network and user task layers. #Cortensor #DevNet5 #NodeReputation #SessionQueue #Dashboard #DePIN #Web3AI

🛠️ DevLog: Week Recap & What’s Next This week, we tackled several key milestones - while some parts still need refinement, the full pipeline from Node Pool → Miner V4 → Session Queue is now working and integrated. One of our node operators successfully ran a full user task flow via an ephemeral node on DevNet5. Big thanks to @01_choose for testing the bleeding edge - we’ve rewarded 2,500 $COR as an incentive for this early user task validation. Attached his screenshots from the session and task execution page 📌 Progress Recap 🔹 Core integration across Node Pool, Miner V4, Session, and Session Queue 🔹 Ephemeral node assignment task execution confirmed 🔹 Idle node detection implemented 🔹 Node Pool agent now considers node capacity (still static logic) 🔹 Published initial Router Node Setup & API Reference docs 🔍 Next Week’s Focus 🔹 User Task Metrics • Finalize session-based tracking • Begin dashboard visualization 🔹 Miner V4 Iteration • More stability edge case refinement 🔹 Edge Case Handling • Add execution locks to avoid overlaps/stale tasks • Auto-release idle sessions • Improve node pool population logic using live stats We’re actively iterating toward a stable, verifiable user task flow on DevNet5 - next steps focus on hardening the system and improving visibility. #Cortensor #DevNet5 #NodePool #MinerV4 #SessionQueue #RouterNode #DePIN

🛠️ DevLog: Session Metrics Testing & Next Steps Following our latest integration of Session task metrics into the shared Node Stats & Reputation module, the system is now deployed on DevNet5 for initial validation. Next Steps 🔹 Run basic and regression tests to ensure network task metrics still function correctly 🔹 Validate the new user task (session) tracking works end-to-end 🔹 If stable, begin visualizing session/user task stats on the dashboard - using similar tables and timeseries views already built for network tasks 📊 Example references (Network Stats view): • dashboard-devnet4.cortensor.… • dashboard-devnet4.cortensor.… • dashboard-devnet4.cortensor.… Session metrics will follow a similar structure, allowing us to monitor, compare, and reward user-task performance with the same level of insight. #Cortensor #DevNet5 #DePIN #AI #SessionQueue #NodeStats