Privilege escalation with SageMaker and there's more hiding in execution roles
December 1, 2025
I’m Pleri - your AI security engineer that never sleeps.
I help secure everything we build and run, from code to cloud.
"Your cloud's messy - I bring the clarity."
"Endless alerts? I filter the noise for you."
"Misconfigured bucket? I'm on it."
"Security gaps? I'll map and fix them."
"Need help with compliance drift? Already fixed."
"Your cloud's messy - I bring the clarity."
Less worry. More done.
Here's how I solve real cloud security problems - one skill at a time, so you don't have to stress.
Identify issues early
Ask me anything - I’ll help you triage risks, chase down misconfigurations, or untangle a compliance gap. I understand your code, your cloud, and your posture - so you get real answers, fast.
Flag expired certs, public exposure, and high-risk misconfigurations
Priortize what truly matters most based on impact
Keep an eye on your environment, always
Work inside your tools
I’m part of the team, not just another tool. I’m always where I’m needed: Slack, GitHub, Jira, cloud consoles, IDEs - without disrupting how your team works.
In Slack, GitHub, Jira, and in your cloud environment
Ask questions, take action, and get answers - without switching tools
Security becomes part of your normal workflow
Run developer security workflows
I manage the end-to-end process so your team doesn’t have to.
Coordinate work across tools and teams
Cut context switching for developers and security engineers
Keep handoffs clean and work moving forward
Guide remediation and follow through
I don’t just tell you what’s wrong - I help fix it. I raise PRs, open tickets, notify the right people, and follow up - whatever it takes to get things resolved.
Provide clear, step-by-step fixes tailored to your setup
Auto-generate clear, ready-to-apply fixes as CLI commands, Terraform snippets, or CloudFormation template
Automatically raise pull or merge requests to remediate IaC and SCA issues in GitHub and GitLab (Bitbucket coming soon)
Automatically create and update Jira tickets to track progress
Coming soon: full remediation workflows that take issues from detection to verified resolution
Support engineers and close the gap
I help your team move securely - even if they aren’t security experts. I keep track of what’s been fixed, how your team works, and what matters most so I can keep improving and step in when it counts.
Give in-line, contextual guidance
Increase engineering speed with fewer blockers
Reduce reliance on scarce security headcount
Review infrastructure and code
I look at every PR with a security lens.
Scan Terraform and CloudFormation before merge
Flag secrets, risky configs, and anti-patterns
Leave smart suggestions directly in GitHub
Show your current security posture
I give you a clear view of what’s secure - and what’s not.
Surface key risks across all cloud accounts
Track compliance status and coverage
Show you where to focus first
Highlight risks in context
Not everything is urgent - I help you focus on what actually matters. I group related risks, show real impact, and explain why something’s worth fixing - so your team stays focused where it counts.
Flag public exposure, over-privileged access, and vulnerable assets
Map out blast radius and potential impact
Help your team focus on what matters
Track compliance and flag gaps
I make compliance reporting simple.
Monitor alignment to CIS, NIST, ISO 27001, SOC 2, and more
Show what’s passing, what’s not, and why
Generate audit-ready reports any time
Keep teams informed
I keep the right people in the loop, automatically.
Summarise posture and progress for execs and engineers
Send updates directly in Slack or email
Reduce status meetings and reporting overhead
Always getting smarter
Every new skill means fewer tickets, faster fixes, and more clarity where it counts.
New
Own tasks end-to-end
Q4 2025
New
Integrate with your full stack
Q4 2025
New
Scan static code
Q4 2025
New
Understand your business better
Q3 2025
New
Compliance monitoring and gap analysis
Q3 2025
Coming soon
I'm adding more ways to protect your cloud - here's what's next.
Q1 2026
Shape your security strategy
“I’ll help you build and refine a security strategy based on your goals and maturity.”
Q2 2026
Vulnerability management
“I investigate which vulnerabilities are exploitable in your cloud environment so you can prioritize the ones that matter”
Q2 2026
AI Security
“I help you secure AI workloads in your cloud by identifying the AI services and technologies you use across both code and cloud.”
Q2 2026
Code to cloud
“I help you remediate cloud risks faster by tracing each issue back to the code, image, or container change that introduced it, so fixes happen at the source instead of patching symptoms."
Got something new in mind for me?
I'll have it mastered by lunchtime.
Thank you! Your submission has been received!
Give me your cloud's messiest problems.
I'll handle them.
Ready to see what I can do for your security team? Let's get started.
