Gemini 3.8 Flash Veo 3.1 Lite Grafana MCP
IDLE
✨ Change Impact Intelligence + Incremental CI/CD for AI Filmmaking

The Blue Envelope

Transform generative filmmaking from prompt-and-pray into a disciplined software lifecycle. True Blast Radius derived from Grafana Tempo runtime traces, byte-identical asset reuse via SHA-256 proofs, multimodal contract QA with Gemini 3.8 Flash, and continuous delivery.

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What do you want to change?

Natural language direction parsed by Gemini 3.8 Flash & correlated with Grafana Tempo runtime traces
Scenarios:
Hero Scenario Remove Eyeglasses (Incremental Rebuild)
Director requests removing Marcus's glasses. Gemini 3.8 Flash & Tempo runtime traces derive True Blast Radius: Rebuild Shot 01, Shot 03, Poster | Byte-identical reuse Shot 02 (1 of 3 video-generation operations avoided, 33.3%).
ℹ️ Workflow: Natural language intent does not overwrite cinema.yaml directly. Clicking "Analyze Change Impact" ➔ "Execute Incremental Build" will autonomously mutate the contract and trigger the minimal rebuild.
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Creative Contract Specification (cinema.yaml)

Version-Controlled Character Bible, Props, and Scene Direction

Character Bible (Marcus)

Visual Contract

Hero Production Props

Object Spec

Scene Prompts (Production Reel)

Dynamic Reel

Build History & Delivery Trace Correlation

Every execution produces immutable OpenTelemetry trace spans
Observed Creative Lineage Grafana Tempo Trace Correlated

Change Impact Preview & True Blast Radius

Calculated via True Blast Radius = Declared Dependencies ∪ Observed Runtime Lineage. Unaffected assets are safely reused with mathematical SHA-256 byte proof.

BUILD —

—
0 / 0 TESTS PASSED

Verified Shot Cut & Deliverables Breakdown

Asset Fingerprints (SHA-256) & Zero-Compute Reuse Verification

Multi-Stage QA Test Matrix

Deterministic PyAV/FFmpeg Technical Checks + Gemini 3.8 Flash Multimodal Creative Contract QA

Build Execution & Evaluator Logs

ADK Autonomous Agent

Grafana Cloud MCP Inspection (Prometheus, Loki, Tempo) & Surgical Repair

IDLE
IDLE

—

Release Candidate Validated

All creative and technical quality gates passed. Ready for human promotion to production release.

Final Master Film (Stitched & Released)

Continuous Delivery Final Master Cut
Container: MP4 (H.264 / AAC) Resolution: 1280x720 (16:9) Frame Rate: 24.0 fps Duration: ~15.0s (3 Shots) Full Build (0% Avoided)

Verified Cut Asset Fingerprints (SHA-256 Proof)

Production Release Log

CONTINUOUS OBSERVABILITY & CREATIVE RUNTIME LINEAGE

Creative Lineage Inspector

Build #0023 · Trace: 8af31c... · LIVE FROM GRAFANA TEMPO
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Creative Change Intent (Parsed by Gemini & Correlated with Tempo)
Select a build to inspect creative lineage
💡 Why Grafana Tempo matters: Static manifests show what should depend on what. Grafana Tempo shows what actually did at runtime.
MANIFEST DECLARED — (Declared Assets)
➔
GRAFANA TEMPO DISCOVERY +1 Dynamic Edge (Poster keyframe selection)
➔
TRUE BLAST RADIUS — (Rebuild & Reuse Ops)
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Observed Creative Lineage Graph

Manifest dependencies vs Grafana Tempo runtime-discovered edge
Click node for Tempo evidence
↔ Swipe to explore
Declared in cinema.yaml
Observed · Grafana Tempo
Baseline Gen
Rebuilt
Safe Reuse
🎯

Runtime Evidence Inspector

Captured OpenTelemetry Span in Grafana Tempo
LIVE · GRAFANA TEMPO
Consumer Asset Poster (Theatrical Key Visual)
Runtime Dependency Selected reference: dynamic:keyframe
Selected By Gemini 3.8 Flash Art Director
Art Director Decision
"Selected keyframe provides the strongest protagonist framing and composition for the theatrical poster."
Recorded Span cinema.reference.select
Confidence 0.96
Trace ID —
Open Raw Trace in Grafana ↗
INCREMENTAL RESULT & COMPUTE SAVINGS
— Rebuilt Assets
— Reused Assets
— Video Gen Avoided
Select a build to view byte-reuse verification…

Prometheus Real-Time Metrics & Operational Health

Quality Gate state and incremental savings across current build and historical pipeline
🔎

Grafana MCP Query Console (PromQL & LogQL)

Execute live queries against Grafana Cloud using official MCP tools
Presets:
Query Response 

            

          

        


        
        

          

            

              
Grafana Tempo — Distributed Span Waterfall

              OpenTelemetry span execution hierarchy
            

          

          

        


        
        

          

            

              
              
              
              
            

            0 logs
          

          

            

              
                

                  Timestamp (UTC)
                  Event
                  Build ID
                  Scope
                  Status
                  Details / Observation
                

              
              
            

          

        

      


      
      

        

          

            
Grafana Cloud & MCP Subprocess Architecture

          

          

            

              Grafana Cloud URL
              
                https://friendlysherbet668.grafana.net ↗
              
            

            

              OTLP Gateway Endpoint
              otlp-gateway-prod-ap-northeast-0.grafana.net
            

            

              Data Sources
              Prometheus, Loki, Tempo
            

            

              MCP Server Transport
              uvx mcp-grafana (STDIO JSON-RPC)
            

          

          

            
            
          

        


        

          

            
Grafana Alerting Rules (Alertmanager)

          

          

            

              

                CRITICAL
                
CinemaRegressionDetected

              

              

                cinema_ci_active_regressions > 0
              

              
Fires immediately when a creative or technical regression is detected. Dispatches webhook to ADK Agent for investigation.

            

            

              

                WARNING
                
CinemaReleaseBlocked

              

              

                cinema_ci_release_ready == 0
              

              
Fires when Quality Gate blocks release readiness due to failing tests or unresolved regressions.

            

          


          

            ⚙️ Development & Testing Tools (Webhook Simulation)
            

              
Simulate an incoming firing alert from Grafana Cloud Alertmanager to test autonomous ADK Agent webhook ingestion: