AI-Native CTO Security Checklist · Tolmo
Tolmo
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2026-06-25
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via Hacker News - Newest: "AI"
Resources
The working list of what an engineering leader should ship to secure an AI-native product, by company stage. Pick your stage, each one includes everything before it. Each category maps to the Tolmo agent that automates it. Progress is saved in this browser.
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Use version control with code review on every change
Seed
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Scan dependencies and container images for known vulnerabilities in CI
Seed
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Continuously test production for real, exploitable vulnerabilities
Series A
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Red-team agent workflows for jailbreaks and data exfiltration before launch
Series B
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Track remediation SLAs and verify every fix
Series B
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Encrypt data at rest and in transit by default
Seed
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Apply least-privilege IAM and offboard promptly
Seed
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Manage infrastructure as code with policy-as-code checks in CI
Series A
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Map privilege-escalation and lateral-movement paths across accounts
Series B
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Detect drift and what changed since yesterday across cloud accounts
Series C
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Enforce SSO and phishing-resistant MFA on all critical systems
Seed
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Authorize every endpoint; deny by default
Seed
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Test for auth bypass, IDOR, and privilege escalation
Series A
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Gate production access behind just-in-time, audited elevation
Series B
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Review multi-step workflow-abuse and business-logic risks
Series C
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Keep a continuous inventory of internet-facing assets
Seed
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Remove default credentials and unused services
Seed
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Monitor domains, endpoints, and exposed services for changes
Series A
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Track shadow IT and forgotten subdomains
Series B
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Continuously map the external perimeter
Series C
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Keep secrets out of source control; use a secrets manager
Seed
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Classify and inventory where PII lives
Seed
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Scan code, cloud storage, and pipelines for secrets and PII
Series A
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Validate leaked credentials and rotate on exposure
Series B
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Set a data-retention and PII policy for AI model inputs and outputs
Series B
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Centralize security-relevant logs with alerting on high-risk events
Seed
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Publish a vulnerability disclosure policy and a security contact
Seed
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Ingest telemetry (Datadog, Splunk, Wiz) and triage every alert
Series A
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Monitor 0-day disclosures affecting your stack with a named owner and SLA
Series B
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Achieve SOC 2 / ISO 27001 and report security to the board
Series C
Don't want to track this by hand?
Tolmo's agents check most of this list continuously, and fix what's broken.
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