Jataka -
Complete Platform Audit

flowchart LR
    subgraph CONNECT["Jataka Connects To"]
        G["GitHub\nRepositories"]
        S["Salesforce\nOrgs"]
        J["Jira\nBoards"]
        SL["Slack\nWorkspace"]
        IDE["IDE\nCursor / VS Code"]
    end

    subgraph ENGINE["Jataka Engine"]
        E["Metadata Graph\n+ AI Analysis\n+ Governance Rules"]
    end

    subgraph ACTION["Automated Actions"]
        A1["PR Review Comments"]
        A2["PR Approve / Block"]
        A3["Auto-Fix Commits"]
        A4["Slack Responses"]
        A5["IDE Previews"]
        A6["Audit Reports"]
    end

    G --> E
    S --> E
    J --> E
    SL --> E
    IDE --> E
    E --> A1
    E --> A2
    E --> A3
    E --> A4
    E --> A5
    E --> A6

flowchart TD
    A["DEVELOPER WRITES CODE\nApex, LWC, Flows, Metadata\nin IDE"]
    B["IDE ANALYSIS\nBlast radius preview\nField dependency map\nLimit estimation"]
    C["PR CREATED ON GITHUB\nCode pushed, PR opened"]
    D["Jataka PR REVIEW\nFull automated analysis\nacross all 5 modules"]
    E{"VIOLATIONS\nFOUND?"}
    F["PR AUTO-APPROVED\nAll checks pass"]
    G["PR BLOCKED\nLine-level violation report\nwith remediation steps"]
    H["AUTO-FIX GENERATED\nAI creates fix commit"]
    I["DEPLOYED TO PRODUCTION"]
    J["SYNTHETIC MONITORING\n24/7 production health checks"]

    A --> B --> C --> D --> E
    E -->|No| F --> I
    E -->|"Yes, auto-fixable"| H --> D
    E -->|"Yes, needs human"| G
    G -->|Developer fixes| C
    I --> J
    J -->|Issue detected| G

flowchart TD
    subgraph INPUTS["STEP 1 - GATHER CONTEXT"]
        I1["PR Diff\nChanged Apex, Flows,\nmetadata XML"]
        I2["Full Org Metadata\nEvery object, field,\nflow, class, profile"]
        I3["Linked Jira Ticket\nAcceptance criteria"]
        I4["Business Rules\nOrg-specific policies"]
    end

    subgraph ANALYSIS["STEP 2 - ANALYZE"]
        A1["LIMIT FIREWALL\nSOQL loops, CPU,\nData skew, API limits"]
        A2["ARCHITECTURE\nDuplicates, orphans,\npatterns, best practices"]
        A3["QA ENGINE\nSelf-healing tests,\nvideo, verification"]
        A4["INTEGRATION\nAPI contracts,\nERP validation"]
    end

    subgraph OUTPUTS["STEP 3 - ACT"]
        O1["APPROVE"]
        O2["BLOCK\nLine-level report"]
        O3["AUTO-FIX\nAI commits"]
        O4["AUDIT LOG\nCompliance record"]
    end

    I1 --> A1
    I1 --> A2
    I2 --> A1
    I2 --> A2
    I3 --> A3
    I4 --> A2
    I2 --> A3
    I2 --> A4
    A1 --> O1
    A1 --> O2
    A2 --> O2
    A2 --> O3
    A3 --> O4
    A4 --> O2

flowchart TD
    PR["PR Submitted
Developer pushes Apex/Flow changes"]
    PARSE["STEP 1: AST PARSING
Parse Apex into Abstract Syntax Tree
Map every method, loop, DML, SOQL"]
    LOOP["STEP 2: LOOP DETECTION
Find SOQL/DML inside loops
Including indirect method calls"]
    CPU["STEP 3: CPU PROFILING
Estimate CPU time for complex paths
Sync: 10,000ms / Async: 60,000ms"]
    SKEW["STEP 4: DATA SKEW
Analyze DML against org data
Flag row-locking patterns"]
    API["STEP 5: API LIMITS
Count callouts per transaction
Limit: 100 sync / 200 async"]
    REPORT["VIOLATION REPORT
File + line number
Severity + fix suggestion"]
    DECIDE{"CRITICAL
VIOLATIONS?"}
    BLOCK["PR BLOCKED"]
    APPROVE["PR APPROVED"]
    CTX{{"JATAKA CONTEXT GRAPH
Live Production Data Map
e.g., 80,000 Contacts
+ Runtime physics"}}

    PR --> PARSE --> LOOP --> CPU --> SKEW --> API --> REPORT --> DECIDE
    DECIDE -->|Yes| BLOCK
    DECIDE -->|No| APPROVE
    CTX -. "Production volumes
drive the simulation" .-> CPU
    CTX -. "Org data distribution
powers skew detection" .-> SKEW

    style CTX fill:#2563EB,stroke:#2563EB,stroke-width:2px,color:#ffffff

flowchart TD
    CHANGE["CHANGE DETECTED
New PR with metadata changes"]
    CTX{{"JATAKA CONTEXT GRAPH
Entire org history
+ 360-degree
dependency map"}}
    DUP["DUPLICATE SCAN
Compare new fields vs all
existing org fields"]
    ORPHAN["ORPHAN DISCOVERY
Dependency graph analysis
Find zero-reference metadata"]
    ARCH["ARCHITECTURE CHECK\nEnforce Flows over Triggers\nHandler patterns, naming"]
    LOGIC["BUSINESS LOGIC\nVerify org-specific rules"]
    BEST["BEST PRACTICES\nCRUD/FLS, sharing,\ncoverage, patterns"]
    BULK["BULKIFICATION\nDetect single-record code\nAuto-refactor to bulk-safe"]
    CLEAN["CLEANUP GENERATOR\nGenerate destructiveChanges.xml"]
    SCORE["DEBT SCORE"]
    DECIDE{"ISSUES?"}
    AUTOFIX["AUTO-FIX PR"]
    BLOCK["BLOCKED"]
    PASS["APPROVED"]

    CHANGE --> CTX
    CTX --> DUP
    CTX --> ORPHAN
    CHANGE --> ARCH
    CHANGE --> LOGIC
    CHANGE --> BEST
    CHANGE --> BULK
    DUP --> SCORE
    ORPHAN --> CLEAN --> SCORE
    ARCH --> SCORE
    LOGIC --> SCORE
    BEST --> SCORE
    BULK --> AUTOFIX
    SCORE --> DECIDE
    DECIDE -->|Auto-fixable| AUTOFIX
    DECIDE -->|Policy violation| BLOCK
    DECIDE -->|Clean| PASS

flowchart TD
    TRIGGER["TEST TRIGGERED
PR merge, schedule, or on-demand"]
    CTX{{"JATAKA CONTEXT GRAPH
Jira Acceptance Criteria
+ Business intent
+ Org schema"}}
    SEED["SMART DATA SEEDING
Generate minimal test records
respecting all field constraints"]
    EXEC["UI TEST EXECUTION
Headless browser runs E2E tests
against Salesforce UI"]
    HEAL{"SELECTOR
BROKEN?"}
    VISION["VISION AI HEALING
Screenshot page, find element
visually, update selector"]
    RECORD["VIDEO RECORDING
Record every step for
audit evidence"]
    VERIFY["LOGIC VERIFICATION
Mathematically prove
refactored code equivalence"]
    REPORT["QA REPORT
Pass/fail, videos,
coverage, proof status"]

    TRIGGER --> CTX
    CTX --> SEED --> EXEC --> HEAL
    HEAL -->|Yes| VISION --> EXEC
    HEAL -->|No| RECORD --> VERIFY --> REPORT
    CTX -. "Business intent
powers visual healing" .-> VISION

    style CTX fill:#2563EB,stroke:#2563EB,stroke-width:2px,color:#ffffff

flowchart TD
    subgraph IDE_FLOW["IDE INTEGRATION"]
        DEV["Developer edits\na field in Cursor"]
        BLAST["Jataka shows blast radius:\n3 Flows, 2 Apex classes,\n5 Reports, 1 Validation Rule"]
        WARN["Changing this field\nbreaks Flow 'Lead Assignment'"]
        DEV --> BLAST --> WARN
    end

    subgraph SLACK_FLOW["SLACK BOT"]
        Q["'What happens when\nan Opp stage changes\nto Closed Won?'"]
        ANS["1. Trigger OppTrigger fires\n2. Flow sends notification\n3. Revenue Schedule created\n4. Account field updated\n5. Outbound msg to ERP"]
        Q --> ANS
    end

    subgraph JIRA_FLOW["JIRA ALIGNMENT"]
        JIRA["Jira says: Add Status__c\nand create update Flow"]
        CHECK["Status__c field found\nFlow found\nFlow doesn't fire on Case close\nMissing test coverage"]
        JIRA --> CHECK
    end

flowchart TD
    subgraph MA["M&A ORG MERGE"]
        MA1A{{"ORG A
CONTEXT GRAPH"}} --> MA3
        MA1B{{"ORG B
CONTEXT GRAPH"}} --> MA3
        MA3["MASTER JATAKA
OVERLAP GRAPH
mathematical comparison"] --> MA4["Generate Merge Report
with migration plan"]
    end

    subgraph SEC["SECURITY AUDIT"]
        S1["Select sensitive field"] --> S2["Trace access:\nProfiles, PermSets,\nSharing Rules, OWD"] --> S3["Generate compliance report\nUser-Field access matrix"]
    end

    subgraph API["API CONTRACT"]
        APCTX{{"JATAKA CONTEXT GRAPH
Auto-discovered
inbound + outbound
dependencies"}} --> AP2["PR modifies contracted field"] --> AP3["Auto-block PR
Notify integration owner
(SAP / MuleSoft / Workday)"]
    end

    subgraph MON["SYNTHETIC MONITORING"]
        MO1["Define critical paths\nLead, Opp, Case flows"] --> MO2["Run against PROD\nevery 15 minutes"] --> MO3["Alert on failure\nSlack + Jira incident"]
    end

    subgraph MIG["LEGACY MIGRATION"]
        MI1["Scan for Workflow Rules"] --> MI2["Parse conditions + actions"] --> MI3["Generate equivalent Flow"] --> MI4["Create PR with
Flow + tests + proof"]
    end

    style APCTX fill:#2563EB,stroke:#2563EB,stroke-width:2px,color:#ffffff
    style MA1A fill:#2563EB,stroke:#2563EB,stroke-width:2px,color:#ffffff
    style MA1B fill:#2563EB,stroke:#2563EB,stroke-width:2px,color:#ffffff
    style MA3 fill:#1a1a1a,stroke:#2563EB,stroke-width:2px,color:#ffffff