SECENG WORKBENCH
Capture, Replay & Runtime Evidence
Turn AI runtime behavior into evidence.
SecEng Runtime Proxy captures prompts, retrieved context, model calls, tool calls, approvals, responses, policy decisions, and traces so teams can debug control gaps, reproduce findings, retest fixes, and export review-ready evidence.
Full Visibility
Capture every prompt, response, retrieval, tool call, and user action.
Evidence-Grade
Redacted, timestamped, and packaged for AppSec, GRC, legal, and customer security review.
Replay & Test
Replay any trace into the Range for regression and adversarial testing.
Audit-Ready
Export as JSON, ZIP evidence pack, CSV control mapping, or replay file.
SecEng Workbench · MITM Capture, Replay & Runtime Evidence
SecEng Runtime Proxy
Full Visibility
Capture every prompt, response, retrieval, tool call, and user action.
Evidence-Grade
Redacted, timestamped, and packaged for AppSec, GRC, legal, and customer review.
Replay & Test
Replay any trace into the Range for regression and adversarial testing.
Audit-Ready
Export as JSON, ZIP evidence pack, CSV control mapping, or replay file.
Core capabilities
What SecEng Runtime Proxy does.
Full-Stack Interaction Capture
Capture prompts, responses, streaming events, retrieved context, uploaded files, tool calls, approval events, model and provider hints, errors, and final outputs — across any AI surface.
160+ Payload Normalizers
Normalize messy payloads from OpenAI, Anthropic, Gemini, local models, and chatbots into a single AI Security Event schema. Stop correlating JSON from six different vendor formats.
PII & Secret Redaction
Automatically detect and redact secrets, PII, credentials, and regulated data before evidence is stored or shared. Built on Presidio for named-entity recognition across AI payloads.
Trace Timeline Reconstruction
Reconstruct AI interaction timelines from captured events. See the full causal chain: user input → prompt → context retrieval → tool invocation → response streamed → evidence packaged.
Evidence Bundle Export
Export as Trace JSON (Redacted), Evidence Pack (ZIP), Control Mapping (CSV), or Replay File. Ready for product security reviews, AppSec, GRC, legal holds, and incident response.
Regression Fixture Generation
Turn any captured trace into a replayable test case. Feed directly into SecEng Adversarial Range for prompt injection testing, scenario rerun, and ongoing regression validation.
Evidence & signals
What you get out of the box.
Trace Timeline Events
- Prompt Captured
- Context Retrieved
- Tool Call Observed
- Response Streamed
- Approval Event
- Evidence Pack Generated
What it produces
- Redacted trace JSON
- Evidence pack ZIP
- Control mapping CSV
- Replay file
- Timeline summary
- Retest fixture
Export Formats
- Trace JSON (Redacted)
- Evidence Pack (ZIP)
- Control Mapping (CSV)
- Replay File (Trace)
Red team + Blue team
Built for both sides of the security equation.
Red Team Use
- Show exactly how data moved through the system during a prompt injection or leakage event
- Replay captured exploit traces into the Range for adversarial scenario validation
- Capture the full chain of a tool-abuse scenario with normalized, tamper-evident evidence
Blue Team Use
- Create redacted, timestamped evidence packages for AppSec review, GRC submission, and legal hold
- Build regression fixtures from real incidents to prevent recurrence
- Export control-mapped artifacts for ISO 42001, NIST AI RMF, and internal audit workflows
SecEng Defend · instrument
Runtime Proxy desktop surface.
These blocks are generated from the actual Savvy desktop surfaces. The gallery keeps the product honest while giving the website a polished, screenshot-led story.
Tauri screens
Actual desktop product screens, shown as gallery blocks.
These previews are captured from the real Savvy Tauri shells and themed with the AISecurity surface language, so the product story reads as one suite across web and desktop.
Main Dashboard
Module hub with operational status, live actions, and product blocks.
Captures Ledger
MITM + CDP traffic with request, response, and metadata inspection.
Status Console
System health, provider state, and route inventory at a glance.
Search Palette
Compact AI prompt surface for quick operator queries.
Meetings Intelligence
Transcript, speakers, risk, and action panels in a single workspace.
Widget Overlay
Tiny always-on-top status surface for glanceable control.
Related Workbench tools
SECENG WORKBENCH
Capture what the AI system actually did.
Use Runtime Proxy to replay findings, retest controls, and package runtime evidence for security, GRC, legal, and customer review.