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Industry Analysis

How do you ask product for time to upgrade dependencies?

A short, honest script for engineering managers to request dependency upgrade time from product: the evidence to bring and the trade-offs to name.

Oct 19, 20264 min read
Industry Analysis

How do you ask a security vendor about known limitations?

Every security product has limits. Ask for the known limitations list, probe five areas and learn what a candid answer sounds like next to a deflection.

Oct 19, 20263 min read
Industry Analysis

How much roadmap capacity should dependency maintenance get?

Size dependency maintenance from your own history, not a rule of thumb: measure update work for a quarter, set a standing slot, and revisit it.

Oct 19, 20263 min read
Industry Analysis

How much does dependency update debt cost an engineering team?

Dependency update debt costs engineering time, delivery speed and security exposure. Here is how to estimate your own cost with no borrowed figures.

Oct 19, 20264 min read
Industry Analysis

How much build reproducibility is enough for a small team?

Three tiers of build reproducibility: pinned inputs, controlled environment and bit-identical output. A guide to where a small team should stop.

Oct 19, 20264 min read
Industry Analysis

Is the number of security tools you run a coverage metric?

Tool count measures purchasing, not protection. Use a coverage matrix of asset types against checks instead, and track what each tool actually reads.

Oct 19, 20263 min read
Industry Analysis

How many records are in the NVD, and why do rejected ones matter?

The NVD held 409,830 records on 18 October 2026, but 18,506 were rejected. Learn how to count the right way and why headline totals mislead.

Oct 19, 20263 min read
Industry Analysis

How many NVD records carry a CVSS 3 severity, and in which band?

On 19 October 2026 the NVD API matched 195,164 records to a CVSS 3 severity filter. See the split by band and why reading it as risk would be a mistake.

Oct 19, 20263 min read
Industry Analysis

Reject, warn, take down, block: how do plugin stores enforce rules?

A comparison of enforcement steps in three public store policies: rejection, warning, takedown, block and account action. Use it to design your own ladder.

Oct 19, 20264 min read

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