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Developer Tools

How do you score AI coding agents? A weighted security scorecard

Score AI coding agents with a weighted scorecard: security gates as pass or fail, then rated criteria. A template you can copy for your next evaluation.

Oct 19, 20267 min read
Developer Tools

How do you run a Safeguard CLI scan on a schedule?

Install the Safeguard CLI, run a scan from a CI schedule or a scheduled assistant task, and keep the scheduled job safe with scoped access and checks.

Oct 19, 20266 min read
Developer Tools

Does the max output setting count toward your AI rate limit?

It depends on the provider. One counts the larger of max tokens and an estimate; another counts only tokens actually generated. How to set it safely.

Oct 19, 20268 min read
Developer Tools

Why did my AI API return 429? Rate limit or spend cap, and how to tell

A 429 from an AI API can mean a rate limit, an acceleration limit or a monthly spend cap. Here is how to tell them apart and what to do for each.

Oct 19, 20268 min read
Developer Tools

Is the AJAX spider still the right crawler for a DAST scan?

ZAP now recommends its Client Spider over the AJAX spider for modern web apps. What a browser-driven crawler does, and how to check what yours covered.

Oct 19, 20267 min read
Developer Tools

Will a supply chain security platform slow down our builds?

Will a supply chain platform slow builds? It can, depending on where checks run. Ways to keep pull requests fast: diff scans, caching, async checks.

Oct 19, 20266 min read
Developer Tools

What date and time formats do KEV, EPSS and OSV use?

KEV dateAdded is a bare date, while KEV release, EPSS score_date and OSV timestamps are UTC. Know the formats before you compute any age or window.

Oct 19, 20266 min read
Developer Tools

How should an AI desktop app be updated and managed across a team?

Update pacing, enforced settings, version inventory and removal: how IT should manage an AI desktop assistant across a team, plus questions for the vendor.

Oct 19, 20266 min read
Developer Tools

How do you check whether a scheduled AI task actually worked?

A green status can mean only that the session started. A short review routine for run history, transcripts, skipped runs and silent failures.

Oct 19, 20266 min read

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