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Developer Tools

Per-user limits for LLM features beyond provider rate limits

Provider rate limits protect the provider, not your customers from each other. How to set per-user request, token and spend limits in your own app.

Oct 18, 20263 min read
Developer Tools

Paying for speed and location: priority, fast and residency prices

Faster and regional processing carry price multipliers on public AI price lists. Dated examples from Anthropic, OpenAI and Google, and how to budget.

Oct 18, 20263 min read
Developer Tools

How to build a paved road of secure design patterns

A paved road is a set of approved libraries, templates and patterns that make the secure way the easy way. Start with auth, logging and data access.

Oct 18, 20263 min read
Developer Tools

Passkey account recovery: how to design it without a weak back door

Passkeys make sign-in strong, but recovery decides your real security. Options for lost devices, and what to avoid so recovery is not the weakest link.

Oct 18, 20263 min read
Developer Tools

Can you parameterize ORDER BY and table names in SQL?

Placeholders only bind values, not identifiers or sort direction. Use a code side allowlist or a typed switch to keep dynamic ORDER BY safe from injection.

Oct 18, 20263 min read
Developer Tools

Page, ticket or dashboard: choosing where each alert goes

Route alerts by urgency: page for urgent user harm, ticket for slow burns, dashboard for context. Three questions sort most alerts in a minute.

Oct 18, 20263 min read
Developer Tools

package.json, requirements.txt or an SBOM: which file to scan?

The free scan accepts three kinds of file. Which one gives the most accurate result, and why a lockfile or SBOM beats loose version ranges.

Oct 18, 20263 min read
Developer Tools

Optional permissions: a safer default for extension developers

Use optional permissions and activeTab to ask for access only when needed. Why it builds trust, limits damage, and how to design the request flow.

Oct 18, 20263 min read
Developer Tools

OpenTelemetry Collector: redaction and filtering for security

Use the OpenTelemetry Collector to drop noisy telemetry and mask sensitive values before storage, and harden the collector itself so it is not a weak link.

Oct 18, 20263 min read

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