Automated Pre-Flight Verification Gate
AvailableCode generation does not conclude when the model finishes emitting text. Every proposed file passes through an automated pre-flight quality pipeline before it is committed to disk.
flowchart TD
FileGenerated[Generated File Draft] --> SyntaxCheck{AST Syntax Check}
SyntaxCheck -- Pass --> ImportCheck{Import Resolution}
SyntaxCheck -- Fail --> Repair[Auto-Repair Loop]
ImportCheck -- Pass --> SecurityCheck{Security Audit}
ImportCheck -- Fail --> Repair
Repair --> RetryCheck{Retry < 2?}
RetryCheck -- Yes --> SyntaxCheck
RetryCheck -- No --> Restore[Restore Clean Backup]
SecurityCheck -- Pass --> Certified[Certified & Committed]
1. AST Syntax Compilation
Parses generated code using real compiler APIs (TypeScript compiler, Python AST module). If a syntax error is discovered, the code is flagged immediately.
2. Import Path Resolution
Verifies that every imported module file exists on disk and that named exports match the actual symbol table of the target module.
3. Auto-Repair Loops
When verification detects an isolated defect, a repair agent makes an automated fix attempt (capped at two iterations) to resolve the error.
4. Clean State Restoration
If repair attempts fail, StructZero restores the verified clean backup. Your workspace is never left in an uncompilable state.
Engineering Event Recorder & Audit Recovery
AvailableEvery prompt, model debate step, AST validation check, and operator approval is written to append-only JSONL event logs. This provides complete auditability and enables deterministic replay.
Event Logging Architecture
graph LR
ModelCall[LLM Model Call] --> LogStream[Engineering Event Recorder]
DebateStep[Debate Decision] --> LogStream
GateCheck[Certification Check Result] --> LogStream
LogStream --> JSONL[Tamper-Evident JSONL File]
Logs are saved locally under .system_generated/logs/ and can be exported for enterprise SIEM ingestion or compliance auditing.