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2026-02-14_patch_notes.md
> cat /deployments/adgpt-v1-3-0-delta-billing-neural-telemetry.md

adGPT v1.3.0: Delta Billing & Neural Telemetry

We have deployed version 1.3.0 to the adGPT infrastructure. This update fundamentally rewrites how the OS handles compute billing, while introducing a professional-grade observability deck for power users and agency teams.

All active workspaces have been updated, and subscription allocations have been automatically upgraded.

1. Delta Billing & The Neural Core (90% Cost Reduction)

Historically, autonomous agents charge you every time they "think" about your data, creating prohibitive costs during long, complex strategy sessions. We have rewritten the compute ledger to fix this.

  • Delta Billing Engine: The OS now utilizes an advanced session_token_water_mark. Instead of billing for the entire context history on every interaction, the system only charges for the net-new data processed (the Delta).
  • Context Caching: By caching static account structures and historical campaigns in memory, we have reduced the cost of multi-step, complex executions by over 90% (dropping average intensive session costs from ~$5.00+ to under $0.40).
  • Fractional Compute: We have removed the artificial "1 Credit" pricing floor, allowing fractional calculations for micro-tasks. To complement this, Pro and Agency tier baseline allocations have been drastically increased.

2. The Tactical Command Center (HUD)

Operators require complete visibility into the OS's internal logic. We have introduced a fully synchronized Observation & Control deck across Desktop and Mobile.

  • The Signal Matrix: A real-time terminal that streams the OS's internal "thoughts." It tracks Data Velocity, Cognitive Load, and Strategic Reasoning, instantly flagging API limits or concurrency errors.
  • Intelligent Noise Filtering: The console actively suppresses low-value system checks (like ID scans) and translates raw execution data into professional roles (e.g., categorizing actions into Builder, Auditor, or Optimizer streams).
  • Persistent & Dockable: The terminal survives page reloads, docks seamlessly alongside your spatial Minimap on desktop, and operates as an overlay via a global hotkey shortcut.

3. Multiplayer Presence Engine

For agencies operating in shared workspaces, we have upgraded the communication layer to support real-time team visibility.

  • Live Roster: The system now features a real-time tracking map, allowing you to see exactly which operators are actively connected to the workspace.
  • Party Tagging: Visual status indicators allow operators to differentiate between global project channels and private team parties.
  • Anti-Spoofing Protocols: Upgraded session-based identity validation completely secures the presence network against unauthorized cross-workspace broadcasting.

4. Tactile Mobile Physics

We continue to lock down the mobile experience to ensure the OS feels like native hardware, not a browser application.

  • Premium Swipe Mechanics: Mobile swiping has been mathematically tuned with micro-rotation and depth-scaling physics for a seamless tactile feel.
  • Landscape "Squat Guard": The UI now intelligently detects rotated mobile devices, preventing desktop layouts from attempting to render on horizontal phone screens.
  • Native Lockdown: We implemented overscroll-behavior constraints to prevent the mobile browser's address bar from shifting or zooming while typing in the command canvas.

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