Argonaut Console

Before Argonaut

Manual, Fragmented, Multi-System Triage

Trigger Event

CI pipeline completes. GitHub + SCA tool push new findings. Engineer receives SARIF alerts, Snyk notifications, emails, and Slack pings.

Step 1: Tool Hopping (20-40m)Opening 8+ tools, downloading files, checking CVE pages manually. Cognitive overload.
Step 2: Manual Correlation (30-60m)Grepping codebase, inspecting dependency tree, checking exploit reports. Heuristic guesswork.
Step 3: Prioritization Guesswork (20m)Narrowing 800 findings down to 12. Subjective, not deterministic.
Step 4: Action Creation (20-30m)Manually creating Jira tickets, linking CVEs, posting to Slack.

Total Time: 1.5 to 3 hours

Emotional State: Cognitive overload, fatigue

Transformation

After Argonaut

Agent-Orchestrated, Context-Driven, Action-Complete

Trigger Event

"Argonaut, triage payment-service build 128."

Step 1: Acquisition (<10s)Ingests SARIF, lockfile, SBOM. Normalizes findings automatically.
Step 2: Enrichment (<15s)Matches CVEs to intel (KEV/EPSS), runs reachability, adds blast radius metadata.
Step 3: Deterministic Scoring (<5s)ES|QL joins findings + intel + reachability. Ranks 800 findings → 5 fix-first automatically.
Step 4: Action (1 Click)Engineer clicks "Create Tickets". Argonaut creates Jira tickets and posts Slack summary.

Total Time: < 2 minutes

Emotional State: Confidence, clarity, no guesswork

Side-by-Side Comparison

Stage	Before	After Argonaut
Tools opened	5–8	1
Manual joins	Yes	No (ES\|QL)
Reachability check	Manual grep	Automated
Threat intel lookup	Manual	Automated
Ticket creation	Manual	Automated
Time	1.5–3 hours	< 2 minutes
Confidence	Heuristic	Evidence-backed
Audit trail	Scattered	Centralized

System-Level Impact

Before

Triage knowledge lives in individuals.
Prioritization varies between engineers.
High cognitive load.
Repeated manual steps every build.

After

Triage becomes standardized.
Prioritization is deterministic.
Every decision is explainable.
Action is integrated into workflow.

"Before Argonaut, triage required manually correlating SARIF, lockfiles, CVE feeds, and Slack threads. After Argonaut, one request triggers structured ingestion, ES|QL joins, deterministic scoring, and automated Jira/Slack actions — all in under a minute."