Security Guides
What should you measure in a dependency intake queue?
Five metrics show whether dependency intake works: time to decision, queue age, bypass rate, active exceptions and reopen rate. Here is how to track each.
Oct 19, 20263 min read
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What should you measure before moving fix automation off Manual?
Track acceptance, revert, rework, review time and rejection reasons during a manual trial. Set thresholds first, then decide whether to raise autonomy.
Oct 19, 20264 min read
Security Guides
What should you log from AI coding agent sessions, and for how long?
Log who ran the agent, which tools it called, which files changed and which approvals were given. Keep prompts for a shorter window than action records.
Oct 19, 20263 min read
Security Guides
What should you log from payment and messaging API calls?
Log request IDs, outcomes, idempotency keys and timings. Never log keys, tokens, card data or message bodies. Review logs often for sensitive leftovers.
Oct 19, 20264 min read
Security Guides
What should you keep out of AI agent logs?
Keep tokens, secrets, session IDs and sensitive personal data out of AI agent logs, or mask them. Here is a checklist for prompts, tool calls and outputs.
Oct 19, 20264 min read
Security Guides
What should you give a contractor instead of a production dump?
Give contractors a synthetic dataset, a seed script and a scoped staging account, not a production dump. A package list and a short handover checklist.
Oct 19, 20264 min read
Security Guides
How should a small team decide which vulnerability to fix first?
Fix what is known to be exploited and reachable first. Check the CISA KEV list, then EPSS, then whether your code uses the flawed part. A simple order.
Oct 19, 20264 min read
Security Guides
What should a company fix before buying its first security scanner?
Before the first scanner, fix the ground it runs on: an inventory, multi-factor sign-in, protected branches, ownership, and a place to track findings.
Oct 19, 20263 min read
Security Guides
What should happen to your data when a security tool trial ends?
When a security tool trial ends, export what you need, revoke access, request deletion in writing and confirm it. Here is a close out checklist.
Oct 19, 20264 min read
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