Platform-wide dependency and code audit sweep
Resolved every open dependency alert across the API, web app, worker, and MCP server, alongside a hardening pass on session timeouts and billing webhook deduplication.
What's shipped, dated by month. This log starts with the platform's existing capabilities and tracks everything from here.
Resolved every open dependency alert across the API, web app, worker, and MCP server, alongside a hardening pass on session timeouts and billing webhook deduplication.
The agent can now drive a real headless browser during discovery and exploitation, log in through TOTP multi-factor auth before testing, and open an advisory fix PR for every confirmed finding.
Cross-account session pairs catch insecure direct object references; every confirmed finding exports a PoC with a copy-paste curl reproduction; billing meters only confirmed findings, with automatic credit on false-positive reversal.
Model Context Protocol tools covering scans, findings, triage, remediation, reports, and webhooks — so an AI assistant can drive Fimil end to end. Pentest tools joined the set alongside the pentest engine.
SQL injection, SSRF, broken authorization, mass assignment, and prompt injection validators with curated payload libraries; BFS crawling plus OpenAPI and GraphQL schema ingest for discovery; PDF reports with SOC 2 and PCI-DSS finding mappings.
Cross-scanner deduplication via fingerprints, finding groups with four correlation types, composite priority scoring (severity, age, reachability, EPSS), call-graph reachability with call chains, and auto-triage rules with a full audit trail.
Semver-aware dependency bumps across 7+ package ecosystems, IaC fixes for Terraform, CloudFormation, and Kubernetes, code fixes from 75+ CWE-specific handlers in eight languages, and secrets rotation guidance — all delivered as ready-to-merge PRs.
Isolated scanner execution with normalized output across SAST, SCA, secrets, IaC, containers, and SBOM; GitHub, GitLab, and Bitbucket integrations with PR checks; CLI pre-commit gate; Kubernetes operator for self-hosted installs.