🛠️ DevLog – Session Task Result UI Refinement Another iteration just shipped. The updated task result view now includes: • Min / Max / Avg word token counts • Precommit & commit rates per task • Session-level miner stats participation • Per-miner hash verification view This gives better insight into each task’s execution - useful for debugging, scoring, and optimizing node performance. Create a session and explore the improvements. More metrics coming soon. 🔗 Try it live: dashboard-alpha.cortensor.ne… #Cortensor #DevLog #SessionUI #AIInfra #DePIN #TaskMetrics #UX

🗓️ Weekly Focus – Phase #4 Week 1, UI Iteration, L3 Resilience Here's what we're focused on across the Cortensor stack this week: 🔹 DevNet5 Monitoring & Tuning Phase #4 is live - we're actively monitoring miner behavior, sessions, and overall reliability through ongoing stress tests. We'll continue running smaller tests throughout the Phase #4 period. 🔹 Session UI – Task Result Refinement Improving the user task result view with: • Timestamps • Output token stats • High-level completion metrics Better visibility = better debugging better UX. 🔹 Session UI – General Iteration & Node Pool Dynamics Refining orchestration flow visuals (ack → precommit → commit) while improving how Node Pool population and session dynamics are displayed. This helps surface real-time node availability, reaction behavior, and overall network capacity during session execution. 🔹 Multi-Oracle per Network Design, implementation, and testing underway. Starts with 2 oracles (15-min rotation), scaling to 4 per network - boosting fault tolerance and reliability. 🔹 L3 Stress Testing (Ongoing) Continue load testing and validation. Early signs are strong - ~500 tx/sec. L3 is on track to anchor DevNet6 / Phase #5 if stability holds. #Cortensor #Phase4 #DevLog #L3 #SessionUI #DePIN #AIInfra #Oracle #Testnet

🛠️ DevLog: Week’s Focus & Ongoing Work Here’s what we’re focused on this week as we continue scaling and refining the Cortensor network: 🔹 1. Shuffling Logic for Random Node Selection We’re testing a Fisher-Yates-based shuffle as a replacement for the older for-loop-based miner selection logic during the prepare state. This includes: • Benchmarking both performance and gas usage • Refactoring parts of the Cognitive module • Testing uint32 index-based shuffling for better efficiency 🔹 2. Miner V4 Node Pool Testing (DevNet5) With more volunteer nodes joining DevNet5, we’re continuing real-world tests of Miner V4 and the upgraded Node Pool logic. • Switching between Network Tasks and User Tasks in real time through Node Pool events • Verifying E2E flow through the Dashboard Session UI • Event-based transitions across task modes now being actively tested 🔹 3. Early Session UI (User Task Flow) Preview Prep We’ve started preparing a dev-only preview of the Session UI, focused specifically on user task flows. This will be shared with select node operators and community testers for early feedback. We’re building this part iteratively, ensuring it aligns with how real users interact with Cortensor’s decentralized AI infrastructure. Let’s keep scaling — node by node, session by session. #Cortensor #DevNet5 #MinerV4 #NodePool #SessionUI #ShufflingLogic #DePIN #AI #Web3

🛠️ DevLog: Session UI Iteration Session & Queue Refinements We’re continuing to refine the Session UI to serve as a powerful tool for managing Cortensor’s decentralized AI sessions. 📌 Current Progress: - Overview & detailed views for both active and inactive sessions linked to the connected wallet - Displays for ephemeral, dedicated, and router node metadata - Sessions reflect actual smart contract data 🔧 Next Steps: - Iterating on actual write interactions — enabling users to create sessions, submit tasks, and update session parameters through direct blockchain calls from the UI - Enabling wallet interaction to support session creation, updates, and task submissions directly from the UI This interface will evolve into a full-featured dashboard for managing decentralized AI workflows at scale. #Cortensor #AI #DePIN #SessionUI #DevLog #Web3 #RouterNode #DecentralizedAI #UX

🛠️ DevLog: WebSocket Threading Options Session UI Next Steps We now have two working WebSocket implementations in the initial router dev build—even if still a bit rough around the edges: 🔹 Single-threaded WebSocket • Handles multiple sessions through one centralized thread 🔹 Multi-threaded WebSocket • Spins up a separate WebSocket thread per session, offering more flexibility Both modes give developers more options depending on deployment needs. With this core functionality in place, we’re shifting focus toward more work on the Session UI. 🔧 Coming up next: • Iterating on layout based on live data • Syncing with the FE team to start v0 polishing • Expect more changes to session data structure as workflows evolve Onward to smarter, cleaner decentralized AI session orchestration. #Cortensor #AI #DePIN #Web3 #DevLog #RouterNode #WebSocket #SessionUI #DecentralizedAI