Applied Labs

Applied labs built around real operational domains.

The labs are where Evening Star research becomes working systems across vulnerability intelligence, LLM security, software assurance, and decision support.

Purple Radar Active applied lab

Evidence-first vulnerability analysis for modern attack surfaces.

Purple Radar applies Evening Star thinking to vulnerability records, exploit signals, exposed services, scanner confidence, known-exploited indicators, and risk-prioritized findings.

CVE correlationExploitabilityRisk scoring

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Purple Firefish Active security gateway lab

Adversarial input detection before prompts touch the model.

Purple Firefish is the gateway system for prompt injection, jailbreak behavior, data-exfiltration attempts, delimiter abuse, obfuscation, and system-prompt probing signals.

Prompt injectionJailbreaksLLM defense

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Candles Edge Proving ground

AI-assisted market analytics for reading noisy signals.

Candles Edge inspires Evening Star's market adapter: OHLCV features, returns, ATR percentage, Bollinger width, RSI, MACD, volume z-score, anomaly markers, and decision support.

Anomaly markersRegime signalsDecision score

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Lab Philosophy

Each lab tests the same pattern in a different domain.

The lab systems differ by domain, but our pattern is consistent: observe context, detect meaningful change, explain uncertainty, and translate model output into practical next steps.