Hakim Elakhrass

In the news

• CLI, API, or MCP? Three ways to connect data quality to your stack, and most teams pick by habit rather than by the job. The question that settles it: what triggers the work, and how often? ➨ 𝗖𝗟𝗜 — the pipeline triggers it. Scheduled runs, CI checks, anything that repeats without a person in the room. Version-controlled and reviewable, in the same workflow as the rest of your code. ➨ 𝗔𝗣𝗜 — your own software triggers it. You are building a product that needs quality checks inside it, and you want the results back as data youLinkedIn · 26 Aug 2026
  

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