stateless
Request/response slice
Prove one bounded contract, identity handoff, failure response, and observable first success.
35–50 min · 2 workflow stagesImplementation recipe library
Go from one API call to the whole operating journey.
Forty-eight real-world recipes bridge source contracts, eight-language code labs, multi-capability application flows, hostile-path reliability, and tested downloadable capstones.
48end-to-end recipes
16industry scenarios
3operating depths
384generated code views
4tested capstones
One scenario. Three implementation truths.
Start with a bounded contract, compose an application experience, or operate a durable journey. The deeper modes add state ownership and recovery instead of hiding them behind more code.
hybrid
Composed application flow
Compose multiple capabilities while the application owns user intent, policy, and continuity.
90–120 min · 4 workflow stagesstateful
Durable operating journey
Operate the full lifecycle with versioned state, hostile-path recovery, audit, and release evidence.
2–3 hr · 5 workflow stagesSource-grounded library
48 matching recipes
Every result keeps planning credential-free and links the exact live-integration gates separately.
Contract slice: A delivery promise customers can trust
Fewer failed deliveries and a live, explainable ETA from checkout to doorstep.
Normalize the destination and retain its Mappls PinOptimize stops against capacity and time windows
- Contracts
- 4
- Code
- 8 languages
- Capstone
- 17 tests
Application flow: A delivery promise customers can trust
Fewer failed deliveries and a live, explainable ETA from checkout to doorstep.
Normalize the destination and retain its Mappls PinOptimize stops against capacity and time windowsNavigate with live reroutingStream driver and order state
- Contracts
- 8
- Code
- 8 languages
- Capstone
- 17 tests
Operating journey: A delivery promise customers can trust
Fewer failed deliveries and a live, explainable ETA from checkout to doorstep.
Normalize the destination and retain its Mappls PinOptimize stops against capacity and time windowsNavigate with live reroutingStream driver and order stateCapture geotagged proof and reconcile exceptions
- Contracts
- 12
- Code
- 8 languages
- Capstone
- 17 tests
Contract slice: A pickup flow that survives the real world
Shorter pickup times with fewer calls, cancellations, and unsafe rendezvous points.
Bias search to the rider viewportConfirm a precise pickup pin and landmark
- Contracts
- 4
- Code
- 8 languages
- Capstone
- 17 tests
Application flow: A pickup flow that survives the real world
Shorter pickup times with fewer calls, cancellations, and unsafe rendezvous points.
Bias search to the rider viewportConfirm a precise pickup pin and landmarkMatch with network-aware ETATrack approach and reroute
- Contracts
- 8
- Code
- 8 languages
- Capstone
- 17 tests
Operating journey: A pickup flow that survives the real world
Shorter pickup times with fewer calls, cancellations, and unsafe rendezvous points.
Bias search to the rider viewportConfirm a precise pickup pin and landmarkMatch with network-aware ETATrack approach and rerouteDetect arrival and close the trip
- Contracts
- 12
- Code
- 8 languages
- Capstone
- 17 tests
Contract slice: Dispatch the right technician, with the right proof
Higher first-time-fix rates and auditable work from dispatch through customer sign-off.
Geocode and classify the service locationAssign by skills, shift, inventory, and ETA
- Contracts
- 4
- Code
- 8 languages
- Capstone
- 14 tests
Application flow: Dispatch the right technician, with the right proof
Higher first-time-fix rates and auditable work from dispatch through customer sign-off.
Geocode and classify the service locationAssign by skills, shift, inventory, and ETAGuide the technicianCollect checklist, image, and signature proof
- Contracts
- 8
- Code
- 8 languages
- Capstone
- 14 tests
Operating journey: Dispatch the right technician, with the right proof
Higher first-time-fix rates and auditable work from dispatch through customer sign-off.
Geocode and classify the service locationAssign by skills, shift, inventory, and ETAGuide the technicianCollect checklist, image, and signature proofAnalyze repeat faults spatially
- Contracts
- 12
- Code
- 8 languages
- Capstone
- 14 tests
Contract slice: Restore the grid from alarm to verified service
Faster, safer restoration with an explainable view of affected assets, customers, crews, and residual risk.
Version the network and hazard contextCorrelate alarms into bounded outage incidents
- Contracts
- 4
- Code
- 8 languages
- Capstone
- 14 tests
Application flow: Restore the grid from alarm to verified service
Faster, safer restoration with an explainable view of affected assets, customers, crews, and residual risk.
Version the network and hazard contextCorrelate alarms into bounded outage incidentsApprove a switching and crew planGuide crews and capture field evidence
- Contracts
- 8
- Code
- 8 languages
- Capstone
- 14 tests
Operating journey: Restore the grid from alarm to verified service
Faster, safer restoration with an explainable view of affected assets, customers, crews, and residual risk.
Version the network and hazard contextCorrelate alarms into bounded outage incidentsApprove a switching and crew planGuide crews and capture field evidenceReconcile telemetry, customer impact, and restoration
- Contracts
- 12
- Code
- 8 languages
- Capstone
- 14 tests
Contract slice: Choose the next store with evidence
Faster site screening and investment decisions grounded in a reusable spatial model.
Publish candidate sites and performance dataGenerate drive-time catchments
- Contracts
- 4
- Code
- 8 languages
- Capstone
- 22 tests
Application flow: Choose the next store with evidence
Faster site screening and investment decisions grounded in a reusable spatial model.
Publish candidate sites and performance dataGenerate drive-time catchmentsJoin demand and competition signalsScore and compare candidates
- Contracts
- 8
- Code
- 8 languages
- Capstone
- 22 tests
Operating journey: Choose the next store with evidence
Faster site screening and investment decisions grounded in a reusable spatial model.
Publish candidate sites and performance dataGenerate drive-time catchmentsJoin demand and competition signalsScore and compare candidatesShare an executive decision map
- Contracts
- 11
- Code
- 8 languages
- Capstone
- 22 tests
Contract slice: Make address risk explainable
More straight-through approvals with a clear audit trail for ambiguous or high-risk addresses.
Normalize the entered addressCompare declared and captured locations
- Contracts
- 4
- Code
- 8 languages
- Capstone
- 17 tests
Application flow: Make address risk explainable
More straight-through approvals with a clear audit trail for ambiguous or high-risk addresses.
Normalize the entered addressCompare declared and captured locationsJoin serviceability and risk zonesScore confidence with reasons
- Contracts
- 8
- Code
- 8 languages
- Capstone
- 17 tests
Operating journey: Make address risk explainable
More straight-through approvals with a clear audit trail for ambiguous or high-risk addresses.
Normalize the entered addressCompare declared and captured locationsJoin serviceability and risk zonesScore confidence with reasonsEscalate only unresolved cases
- Contracts
- 8
- Code
- 8 languages
- Capstone
- 17 tests
Contract slice: Evidence-led claims from incident to settlement
Faster, more consistent claims decisions with tamper-aware spatial evidence.
Record consented incident locationCapture guided photo evidence
- Contracts
- 4
- Code
- 8 languages
- Capstone
- 14 tests
Application flow: Evidence-led claims from incident to settlement
Faster, more consistent claims decisions with tamper-aware spatial evidence.
Record consented incident locationCapture guided photo evidenceRun model-locked vision triage with human review bandsDispatch an assessor when needed
- Contracts
- 8
- Code
- 8 languages
- Capstone
- 14 tests
Operating journey: Evidence-led claims from incident to settlement
Faster, more consistent claims decisions with tamper-aware spatial evidence.
Record consented incident locationCapture guided photo evidenceRun model-locked vision triage with human review bandsDispatch an assessor when neededOverlay hazard and policy context
- Contracts
- 12
- Code
- 8 languages
- Capstone
- 14 tests
Contract slice: Coordinate time-critical care without losing custody
Shorter transfer and specimen journeys with fewer missed hand-offs and a complete chain of operational custody.
Resolve the correct facility, campus, and entranceSelect an eligible vehicle and bounded route
- Contracts
- 4
- Code
- 8 languages
- Capstone
- 17 tests
Application flow: Coordinate time-critical care without losing custody
Shorter transfer and specimen journeys with fewer missed hand-offs and a complete chain of operational custody.
Resolve the correct facility, campus, and entranceSelect an eligible vehicle and bounded routeTrack custody and freshness through every hand-offEscalate delay or temperature exceptions
- Contracts
- 8
- Code
- 8 languages
- Capstone
- 17 tests
Operating journey: Coordinate time-critical care without losing custody
Shorter transfer and specimen journeys with fewer missed hand-offs and a complete chain of operational custody.
Resolve the correct facility, campus, and entranceSelect an eligible vehicle and bounded routeTrack custody and freshness through every hand-offEscalate delay or temperature exceptionsReconcile arrival, acceptance, and retained evidence
- Contracts
- 12
- Code
- 8 languages
- Capstone
- 17 tests
Contract slice: Route coordinated response under pressure
Reduced time to scene and safer decisions across dispatch, responders, and command.
Resolve location from address, pin, or deviceFind eligible nearby responders
- Contracts
- 4
- Code
- 8 languages
- Capstone
- 17 tests
Application flow: Route coordinated response under pressure
Reduced time to scene and safer decisions across dispatch, responders, and command.
Resolve location from address, pin, or deviceFind eligible nearby respondersRoute with vehicle constraintsTrack units and changing hazards
- Contracts
- 8
- Code
- 8 languages
- Capstone
- 17 tests
Operating journey: Route coordinated response under pressure
Reduced time to scene and safer decisions across dispatch, responders, and command.
Resolve location from address, pin, or deviceFind eligible nearby respondersRoute with vehicle constraintsTrack units and changing hazardsReplay the incident for review
- Contracts
- 12
- Code
- 8 languages
- Capstone
- 17 tests
Contract slice: A living operations map for the city
One governed view from daily operations to infrastructure investment planning.
Catalog authoritative layersIngest live assets and citizen reports
- Contracts
- 4
- Code
- 8 languages
- Capstone
- 22 tests
Application flow: A living operations map for the city
One governed view from daily operations to infrastructure investment planning.
Catalog authoritative layersIngest live assets and citizen reportsDispatch and monitor workPublish role-specific dashboards
- Contracts
- 8
- Code
- 8 languages
- Capstone
- 22 tests
Operating journey: A living operations map for the city
One governed view from daily operations to infrastructure investment planning.
Catalog authoritative layersIngest live assets and citizen reportsDispatch and monitor workPublish role-specific dashboardsAnalyze hotspots and service equity
- Contracts
- 12
- Code
- 8 languages
- Capstone
- 22 tests
Contract slice: Navigation built for intermittent connectivity
Reliable guidance across coverage gaps without giving up traffic, search freshness, or safety.
Activate the head unitInstall compatible signed regional data
- Contracts
- 4
- Code
- 8 languages
- Capstone
- 17 tests
Application flow: Navigation built for intermittent connectivity
Reliable guidance across coverage gaps without giving up traffic, search freshness, or safety.
Activate the head unitInstall compatible signed regional dataPlan and guide offlineBlend online traffic and search when available
- Contracts
- 8
- Code
- 8 languages
- Capstone
- 17 tests
Operating journey: Navigation built for intermittent connectivity
Reliable guidance across coverage gaps without giving up traffic, search freshness, or safety.
Activate the head unitInstall compatible signed regional dataPlan and guide offlineBlend online traffic and search when availableStage atomic map and runtime updates
- Contracts
- 12
- Code
- 8 languages
- Capstone
- 17 tests
Contract slice: Run a safe, punctual airport turnaround
More predictable departures with safer vehicle movement and attributable hand-offs across airport and airline teams.
Publish the approved airside network and restricted zonesCreate one versioned turnaround plan
- Contracts
- 4
- Code
- 8 languages
- Capstone
- 22 tests
Application flow: Run a safe, punctual airport turnaround
More predictable departures with safer vehicle movement and attributable hand-offs across airport and airline teams.
Publish the approved airside network and restricted zonesCreate one versioned turnaround planTrack eligible vehicles and milestone hand-offsCapture inspection and exception evidence
- Contracts
- 8
- Code
- 8 languages
- Capstone
- 22 tests
Operating journey: Run a safe, punctual airport turnaround
More predictable departures with safer vehicle movement and attributable hand-offs across airport and airline teams.
Publish the approved airside network and restricted zonesCreate one versioned turnaround planTrack eligible vehicles and milestone hand-offsCapture inspection and exception evidenceReconcile departure readiness across authorities
- Contracts
- 12
- Code
- 8 languages
- Capstone
- 22 tests
Contract slice: Turn inspiration into an itinerary
More confident trip planning and higher conversion from discovery to booking.
Discover places by theme and proximityBuild a time-aware itinerary
- Contracts
- 4
- Code
- 8 languages
- Capstone
- 6 tests
Application flow: Turn inspiration into an itinerary
More confident trip planning and higher conversion from discovery to booking.
Discover places by theme and proximityBuild a time-aware itineraryVisualize routes and neighborhoodsEmbed 3D or RealView context
- Contracts
- 8
- Code
- 8 languages
- Capstone
- 6 tests
Operating journey: Turn inspiration into an itinerary
More confident trip planning and higher conversion from discovery to booking.
Discover places by theme and proximityBuild a time-aware itineraryVisualize routes and neighborhoodsEmbed 3D or RealView contextHand off to navigation
- Contracts
- 12
- Code
- 8 languages
- Capstone
- 6 tests
Contract slice: Coordinate field operations across every plot
Less travel and better traceability for inspection, inputs, harvest, and compliance.
Publish parcel boundariesCreate seasonal field tasks
- Contracts
- 4
- Code
- 8 languages
- Capstone
- 22 tests
Application flow: Coordinate field operations across every plot
Less travel and better traceability for inspection, inputs, harvest, and compliance.
Publish parcel boundariesCreate seasonal field tasksOptimize crews and equipmentCapture geotagged observations
- Contracts
- 8
- Code
- 8 languages
- Capstone
- 22 tests
Operating journey: Coordinate field operations across every plot
Less travel and better traceability for inspection, inputs, harvest, and compliance.
Publish parcel boundariesCreate seasonal field tasksOptimize crews and equipmentCapture geotagged observationsAnalyze yield and issue patterns
- Contracts
- 12
- Code
- 8 languages
- Capstone
- 22 tests
Contract slice: Move material safely across a changing mine
Higher productive haulage with fewer route conflicts, stale-map movements, and unexplained cycle losses.
Publish the approved pit, road, and exclusion-zone versionAssign compatible equipment and operators
- Contracts
- 4
- Code
- 8 languages
- Capstone
- 22 tests
Application flow: Move material safely across a changing mine
Higher productive haulage with fewer route conflicts, stale-map movements, and unexplained cycle losses.
Publish the approved pit, road, and exclusion-zone versionAssign compatible equipment and operatorsGuide and observe offline-capable haul cyclesStop and review safety or geofence exceptions
- Contracts
- 8
- Code
- 8 languages
- Capstone
- 22 tests
Operating journey: Move material safely across a changing mine
Higher productive haulage with fewer route conflicts, stale-map movements, and unexplained cycle losses.
Publish the approved pit, road, and exclusion-zone versionAssign compatible equipment and operatorsGuide and observe offline-capable haul cyclesStop and review safety or geofence exceptionsReconcile tonnes, cycles, maintenance, and shift closure
- Contracts
- 12
- Code
- 8 languages
- Capstone
- 22 tests
Contract slice: Operate the network from tower to doorstep
Faster restoration with better prioritization and fewer repeat dispatches.
Model towers, links, cabinets, and service areasCorrelate alarms with impacted customers
- Contracts
- 4
- Code
- 8 languages
- Capstone
- 14 tests
Application flow: Operate the network from tower to doorstep
Faster restoration with better prioritization and fewer repeat dispatches.
Model towers, links, cabinets, and service areasCorrelate alarms with impacted customersCreate skill-aware repair tasksNavigate and capture repair proof
- Contracts
- 8
- Code
- 8 languages
- Capstone
- 14 tests
Operating journey: Operate the network from tower to doorstep
Faster restoration with better prioritization and fewer repeat dispatches.
Model towers, links, cabinets, and service areasCorrelate alarms with impacted customersCreate skill-aware repair tasksNavigate and capture repair proofAnalyze chronic failure clusters
- Contracts
- 12
- Code
- 8 languages
- Capstone
- 14 tests