diff --git a/demos/hello_wolf/hello_wolf_autoconf.cpp b/demos/hello_wolf/hello_wolf_autoconf.cpp
index 1b7d7a551b1de4ba0a1fed374a24da716fce29df..39d5558eb7e2925352a78694531aefdea16ee6f1 100644
--- a/demos/hello_wolf/hello_wolf_autoconf.cpp
+++ b/demos/hello_wolf/hello_wolf_autoconf.cpp
@@ -275,72 +275,79 @@ int main()
      *
      * P: wolf tree status ---------------------
         Hardware
-          S1 ODOM 2d                                    // Sensor 1, type ODOMETRY 2d.
-            Extr [Sta] = [ Fix( 0 0 ) Fix( 0 ) ]        // Static extrinsics, fixed position, fixed orientation (See notes 1 and 2 below)
-            Intr [Sta] = [ ]                            // Static intrinsics, but no intrinsics anyway
-            pm1 ODOM 2d                                 // Processor 1, type ODOMETRY 2d
-              o: C7 - F3                                // origin at Capture 7, Frame 3
-              l: C10 - F4                               // last at Capture 10, frame 4
-          S2 RANGE BEARING                              // Sensor 2, type RANGE and BEARING.
-            Extr [Sta] = [ Fix( 1 1 ) Est( 0 ) ]        // Static extrinsics, fixed position, estimated orientation (See notes 1 and 2 below)
-            Intr [Sta] = [ ]                            // Static intrinsics, but no intrinsics anyway
-            pt2 RANGE BEARING                           // Processor 2: type Range and Bearing
+        Sen1 SensorOdom2d "sen odom" // Sensor 1, type odometry 2D
+            sb: P[Sta,Fix] = ( 0 0 ); O[Sta,Fix] = ( 0 ); // Static extrinsics, fixed position, fixed orientation (See notes 1 and 2 below)
+            PrcM1 ProcessorOdom2d "prc odom" // Processor 1, type odometry 2D
+            o: Cap6 -   KFrm3 // origin at Capture 6, Frame 3
+            l: Cap8 -   Frm4 // last at Capture 8, Frame 4
+        Sen2 SensorRangeBearing "sen rb" // Sensor 2, type range and bearing
+            sb: P[Sta,Fix] = ( 1 1 ); O[Sta,Fix] = ( 0 ); // Static extrinsics, fixed position, estimated orientation (See notes 1 and 2 below)
+            Prc2 ProcessorRangeBearing "prc rb" // Processor 2, type rande and bearing
         Trajectory
-          KF1  <-- c3                                   // KeyFrame 1, constrained by Factor 3
-            Est, ts=0,   x = ( -1.6e-13 9.4e-11  1.4e-10 ) // State is estimated; time stamp and state vector
-            sb: Est Est                                 // State's pos and orient are estimated
-            C1 FIX -> S- [  <--                         // Capture 1, type FIX or Absolute
-              f1 FIX  <--                               // Feature 1, type Fix
-                m = ( 0 0 0 )                           // The absolute measurement for this frame is (0,0,0) --> origin
-                c1 FIX --> A                            // Factor 1, type FIX, it is Absolute
-            CM2 ODOM 2d -> S1 [Sta, Sta]  <--           // Capture 2, type ODOM, from Sensor 1 (static extr and intr)
-            C5 RANGE BEARING -> S2 [Sta, Sta]  <--      // Capture 5, type R+B, from Sensor 2 (static extr and intr)
-              f2 RANGE BEARING  <--                     // Feature 2, type R+B
-                m = ( 1    1.57 )                       // The feature's measurement is 1m, 1.57rad
-                c2 RANGE BEARING --> L1                 // Factor 2 against Landmark 1
-          KF2  <-- c6
-            Est, ts=1,   x = ( 1       2.5e-10 1.6e-10 )
-            sb: Est Est
-            CM3 ODOM 2d -> S1 [Sta, Sta]  <--
-              f3 ODOM 2d  <--
+        KFrm1  <-- Fac4 //KeyFrame 1, constrained by Factor 4
+            P[Est] = ( -4.4e-12  1.5e-09 ) //Position is estimated
+            O[Est] = ( 2.6e-09 ) //Orientation is estimated
+            Cap1 CaptureVoid -> Sen-  <-- // This is an "artificial" capture used to hold the features relative to the prior
+            Ftr1 trk0 prior  <-- // Position prior
+                m = ( 0 0 )
+                Fac1 FactorBlockAbsolute --> Abs
+            Ftr2 trk0 prior  <-- // Orientation prior
+                m = ( 0 )
+                Fac2 FactorBlockAbsolute --> Abs
+            CapM2 CaptureOdom2d -> Sen1  <-- // Capture 2 of type motion odom 2d from sensor 1.
+            buffer size  :  0
+            Cap4 CaptureRangeBearing -> Sen2  <--
+            Ftr3 trk0 FeatureRangeBearing  <--
+                m = (   1 1.6 )
+                Fac3 RANGE BEARING --> Lmk1
+        KFrm2  <-- Fac7
+            P[Est] = (       1 5.7e-09 )
+            O[Est] = ( 5.7e-09 )
+            CapM3 CaptureOdom2d -> Sen1 -> OCap2 ; OFrm1  <-- // Capture 3 of type motion odom2d from sensor 1.
+                                                            // Its origin is at Capture 2; Frame 1
+            buffer size  :  2
+            delta preint : (1 0 0)
+            Ftr4 trk0 ProcessorOdom2d  <--
                 m = ( 1 0 0 )
-                c3 ODOM 2d --> F1                       // Factor 3, type ODOM, against Frame 1
-            C9 RANGE BEARING -> S2 [Sta, Sta]  <--
-              f4 RANGE BEARING  <--
-                m = ( 1.41 2.36 )
-                c4 RANGE BEARING --> L1
-              f5 RANGE BEARING  <--
-                m = ( 1    1.57 )
-                c5 RANGE BEARING --> L2
-          KF3  <--
-            Est, ts=2,   x = ( 2       4.1e-10 1.7e-10 )
-            sb: Est Est
-            CM7 ODOM 2d -> S1 [Sta, Sta]  <--
-              f6 ODOM 2d  <--
+                Fac4 FactorOdom2d --> Frm1
+            Cap7 CaptureRangeBearing -> Sen2  <--
+            Ftr5 trk0 FeatureRangeBearing  <--
+                m = ( 1.4 2.4 )
+                Fac5 RANGE BEARING --> Lmk1
+            Ftr6 trk0 FeatureRangeBearing  <--
+                m = (   1 1.6 )
+                Fac6 RANGE BEARING --> Lmk2
+        KFrm3  <--
+            P[Est] = (       2 1.2e-08 )
+            O[Est] = ( 6.6e-09 )
+            CapM6 CaptureOdom2d -> Sen1 -> OCap3 ; OFrm2  <--
+            buffer size  :  2
+            delta preint : (1 0 0)
+            Ftr7 trk0 ProcessorOdom2d  <--
                 m = ( 1 0 0 )
-                c6 ODOM 2d --> F2
-            C12 RANGE BEARING -> S2 [Sta, Sta]  <--
-              f7 RANGE BEARING  <--
-                m = ( 1.41 2.36 )
-                c7 RANGE BEARING --> L2
-              f8 RANGE BEARING  <--
-                m = ( 1    1.57 )
-                c8 RANGE BEARING --> L3
-          F4  <--
-            Est, ts=2,   x = ( 0.11   -0.045 0.26  )
-            sb: Est Est
-            CM10 ODOM 2d -> S1 [Sta, Sta]  <--
+                Fac7 FactorOdom2d --> Frm2
+            Cap9 CaptureRangeBearing -> Sen2  <--
+            Ftr8 trk0 FeatureRangeBearing  <--
+                m = ( 1.4 2.4 )
+                Fac8 RANGE BEARING --> Lmk2
+            Ftr9 trk0 FeatureRangeBearing  <--
+                m = (   1 1.6 )
+                Fac9 RANGE BEARING --> Lmk3
+        Frm4  <--
+            P[Est] = ( 2 0 )
+            O[Est] = ( 0 )
+            CapM8 CaptureOdom2d -> Sen1 -> OCap6 ; OFrm3  <--
+            buffer size  :  1
+            delta preint : (0 0 0)
         Map
-          L1 POINT 2d   <-- c2  c4                      // Landmark 1, constrained by Factors 2 and 4
-            Est,     x = ( 1 2 )                        // L4 state is estimated, state vector
-            sb: Est                                     // L4 has 1 state block estimated
-          L2 POINT 2d   <-- c5  c7
-            Est,     x = ( 2 2 )
-            sb: Est
-          L3 POINT 2d   <-- c8
-            Est,     x = ( 3 2 )
-            sb: Est
+        Lmk1 LandmarkPoint2d    <-- Fac3    Fac5 // Landmark 1 constrained by facotrs 3 & 5
+            P[Est] = ( 1 2 )
+        Lmk2 LandmarkPoint2d    <-- Fac6    Fac8
+            P[Est] = ( 2 2 )
+        Lmk3 LandmarkPoint2d    <-- Fac9
+            P[Est] = ( 3 2 )
         -----------------------------------------
+
      *
      * ============= GENERAL WOLF NOTES ==================
      *