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Resources

The knowledge base explains terms like AI gateway and agentic coding in plain English. Each entry gives you the answer first, then the detail.

Knowledge base

Articles

Entries cover roles and terms, tools and infrastructure, practice and hiring.

News

News

What changed this month for AI-native engineers, and what it means for your team.

2 whitepapers

Whitepapers

The Next 10X Engineer, and From AI Mandate to AI Strategy for product leaders.

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What is an AI-native engineer

An AI-native engineer builds production software with AI tools as a core part of how they work every day. This entry covers what that looks like in practice.

Roles and terms

AI-native engineer vs AI engineer

AI-native engineer and AI engineer are not the same role. This entry explains the difference, the overlap, and when you need which.

Roles and terms

What replaced the coding test

The traditional coding test is losing ground to task-based reviews and structured AI-tool sessions that better reflect how engineers actually work.

How to review AI-generated code

Reviewing AI-generated code changes some of what reviewers look for and keeps the rest. This entry covers both, plus the specific failure modes to check for.

What is an AI gateway

An AI gateway is a proxy layer that sits between your application and one or more model APIs, handling routing, auth, rate limits, logging and cost controls.

Tools and infrastructure

Offshore development and the Dutch DBA law

How the Dutch DBA law applies to offshore software developers, what schijnzelfstandigheid means in practice, and how to structure compliant engagements.

Tools for budgeting a hire

12 countries

Salary benchmarks

What a senior software engineer costs all-in, country by country: median salary, employer costs and recruitment, sourced.

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6 comparisons

Compare

In-house, freelancers, agencies, nearshore and offshore compared with full-time engineers who join your team, including where each option wins.

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