Struct IntelligenceLoop 

pub struct IntelligenceLoop { /* private fields */ }

Intelligence loop connecting differential analysis with evolutionary tuning.

Implementations

impl IntelligenceLoop

pub fn new(population_size: usize) -> Self

Create a new intelligence loop with the given evolution population size.

pub fn with_budget( population_size: usize, min_probes: usize, budget: Budget, ) -> Self

Create with configurable minimum probes and budget.

pub fn generate_probes(&self) -> Vec<Probe>

Generate the full set of differential analysis probes, respecting budget.

pub fn generate_quick_probes(&self) -> Vec<Probe>

Generate a minimal probe set for quick analysis.

pub fn record_probe(&mut self, probe: &Probe, was_blocked: bool)

Record a differential probe result.

pub fn differential_results(&self) -> &DifferentialResult

Get the differential analysis results.

pub fn suggested_evasions(&self) -> Vec<String>

Get recommended evasion strategies based on differential analysis.

pub fn waf_report(&self) -> String

Get a human-readable report of what the WAF blocks.

pub fn next_candidate(&mut self) -> Option<(usize, &Chromosome)>

Get the next technique combination to try from the evolution engine.

pub fn batch_candidates(&mut self, n: usize) -> Vec<(usize, Chromosome)>

Request a batch of evolved candidates.

pub fn record_feedback(&mut self, chromosome_index: usize, passed: bool)

Record evolution feedback. An out-of-range chromosome_index indicates a state-machine bug between caller and engine — log loudly via tracing rather than swallowing the error silently.

pub fn record_verdict( &mut self, chromosome_index: usize, verdict: &OracleVerdict, )

Record rich verdict feedback. Same error semantics as record_feedback.

pub fn evolve(&mut self)

Evolve the population to the next generation.

pub fn best_combination(&self) -> Option<&Chromosome>

Get the best-performing technique combination.

pub fn probes_completed(&self) -> usize

Number of differential probes completed.

pub fn feedback_count(&self) -> usize

Number of evolution feedback events recorded.

pub fn diversity(&self) -> f64

Population diversity score.

pub fn has_sufficient_data(&self) -> bool

Check if enough probes have been completed for a meaningful analysis.

pub fn step(&mut self, feedback: Feedback) -> LoopAction

Step the state machine forward given the latest feedback.

This is the primary orchestration API. Call it repeatedly, performing the action it returns and feeding the result back as the next feedback.

pub fn suggested_delay_ms(&self) -> u64

Suggested delay before the next request, based on target health.

Trait Implementations

impl Clone for IntelligenceLoop

fn clone(&self) -> IntelligenceLoop

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for IntelligenceLoop

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for IntelligenceLoop

fn default() -> Self

Returns the “default value” for a type.