Engineering

Security Audit Agent

Continuous code, infra, and dependency scanning — finds and prioritises real risk, not noise.

Features

5

Tech

12

Steps

5

AI Agent

Security Audit Agent

Production-readyObservable
Semgrep
CodeQL
Snyk

Capabilities

What this agent does

Every capability is shipped end-to-end — not a feature flag. You get a working slice on day one and we expand from there.

Feature 01

Code + infra scan

App code, IaC (Terraform), Docker, K8s manifests, secrets.

Feature 02

Exploitability ranking

Filters CVEs by what's actually reachable in your code.

Feature 03

Auto-fix PRs

Opens PRs upgrading vulnerable dependencies with tests.

Feature 04

Compliance mapping

Findings mapped to SOC2, ISO 27001, PCI controls.

Feature 05

Weekly exec digest

Plain-English summary of posture trend for leadership.

Stack

12 technologies we use

Production-tested tools chosen for reliability, observability, and developer velocity. Every piece is swappable.

SemgrepCodeQLSnykTrivyCheckovGitleaksOpenAI GPT-5Anthropic Claude 4.7GitHub APISentryAWS InspectorVanta API

System at a glance

How the agent flows

A simplified view of what comes in, what the agent does with it, and what it produces. Each arrow is observable end-to-end.

Inputs

Code changeIssue / alertRepo + logs context

Agent

Security Audit Agent

Plan → tool-call → reflect, with approval gates.

Tools the agent calls

SemgrepCodeQLSnykTrivyCheckovGitleaks+6 more

Outputs

PR commentAuto-fix patchRunbook execution
Every step traced in Langfuse / Braintrust · cost + latency monitored · full replay on failure · human-in-the-loop where it matters

Engagement

How we roll it out

A 5-step process from kickoff to handover. Every step has a deliverable you can sign off on.

  1. 01

    Asset inventory

    Map repos, cloud accounts, dependencies, secrets stores.

  2. 02

    Scan + triage

    Initial sweep with manual review of every high finding.

  3. 03

    Fix backlog

    Auto-PRs for known-good upgrades; manual queue for the rest.

  4. 04

    Policy gates

    Block merges that introduce critical findings.

  5. 05

    Quarterly drills

    Tabletop exercises to validate the agent's playbooks.

Outcomes

What you can expect

Real numbers we see when Security Audit Agent ships on top of an actual workflow. Specifics vary with starting baseline, data quality, and scope — but these are the ranges.

Outcome 01

−35%

PR cycle time

Reviews land in minutes; trivial issues auto-fixed.

Outcome 02

+40%

Bug catch rate

Pre-merge, vs the previous review process alone.

Outcome 03

−50%

MTTR

Mean time to resolve incidents after agent investigates first.

Sample use cases

What this looks like in practice

Three concrete scenarios where teams deploy Security Audit Agent today. Your engagement starts with one of these (or your own variant) and expands from there.

01

Always-on senior reviewer

Every PR gets an inline review for bugs, security, breaking changes — junior engineers ship safer code, seniors spend review time on architecture.

02

First-responder on every page

When PagerDuty fires, the agent correlates logs + metrics + recent deploys, drafts the incident summary, runs read-only diagnostics, posts to Slack.

03

Migration at scale

Framework or major-version upgrade across hundreds of files — agent applies AST codemods, fixes the edge cases LLM-style, opens reviewable PRs per module.

Typical engagement

From kickoff to live in 4-8 weeks

Most Security Audit Agent engagements follow this shape. We give you a firm quote after a 30-minute scoping call, and the price is fixed up-front so you can budget.

2-3 weeks

Pilot

  • Discovery + playbook write-up
  • Tool design + guardrails
  • Eval suite + sandbox deploy
Core

2-4 weeks

Production

  • Hardened deploy on your stack
  • Observability dashboard + alerts
  • Two-week supervised mode

Ongoing

Handover & support

  • Runbook + team training
  • Monthly tuning + eval review
  • Pause or expand any time

Indicative range

$3,000 — $8,000

Full project, scoped + fixed up-front. Includes pilot, production, and 30 days of post-launch support.

Or hire us by the week

from $1,000/wk

Embedded retainer — best for evolving scopes.

Ready to ship Security Audit Agent?

Tell us about your data, your tools, and what success looks like. We come back within one business day with a clear plan, price, and timeline.

Get started

Ready to ship the software your business actually runs on?

Tell us what you're building. We respond within one business day with a clear plan, price, and timeline.

16 industry CRMs shipped96+ clients · 14 countriesRemote-first · Global delivery