TrustFlare AI Security Agent · Problems it solves
The change merged.
Security never saw it.
AppSec teams are small. Merge requests never stop. Here are six problems this causes.
Without the agent
Access check removedMerged unread
With the agent
Comment on that lineFixed before merge
01
Most merge requests get no security review.
Security reviews only what someone asks for. A new endpoint passes with a normal approval.
How the agent fixes it
The agent reviews every merge request in connected repositories.
See 01: TrustFlare AI Security Agent02
A small diff can change who sees the data.
One removed line can open other users' records. Line count does not show risk.
How the agent fixes it
The agent reads what the change does, not how big it is.
See 03: What the change does03
Developers stop reading SAST alerts.
A scanner flags a line but not the attack. After many false alarms, real ones are ignored.
How the agent fixes it
Each comment shows the input, the code and the fix.
See 04: Clear findings04
The finding arrives after the code is merged.
A weekly report names code that already changed. The developer must remember it first.
How the agent fixes it
Findings appear in the merge request, before merge.
See 02: In the merge request05
Senior AppSec time goes to routine checks.
Experts read simple changes all day. Risky changes wait in the same queue.
How the agent fixes it
The agent takes the first pass. Experts take the hard cases.
See 05: Your experts06
Your security team decides without the company's context.
Code, tickets, assets and logs live in different systems. A SIEM that holds them all costs a fortune.
How the agent fixes it
We build a security data lake from the data you already have.
See 07: Security data lakeTrustFlare AI Security Agent reviews every merge request.
Developers get clear findings. Your experts get their time back.
See TrustFlare AI Security Agent