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Articole: 200

  1. CALMS for Data Organizations

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    The DevOps Handbook has a framework called CALMS.

  2. Horizontal vs Vertical Scaling

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    Vertical scaling is adding RAM.

  3. Data Platform Teams Are Becoming Product Teams

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    Nobody adopts a pipeline.

  4. The Compliance Incident That Cost a Giant Fine (And One Email)

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    They had microservices, a data lake, and Grafana dashboards for everything.

  5. The Data Platform Scaling Checklist (When to Evolve)

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    Scaling too late costs you 6 months.

  6. Parts Unlimited" Is Your Data Platform

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    The Phoenix Project described a company drowning in unplanned work.

  7. Communication Overhead Kills Data Team Velocity

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    You doubled your data team.

  8. From EUR80K/Month Cloud Bill to EUR45K - The Optimization Sprint

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    This company cut their cloud data bill from EUR80K to EUR45K in 6 weeks.

  9. Analytics Lead Time - The Time to Insight Metric

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    Your data team takes 2 weeks to answer a business question.

  10. The Five Ideals Applied to Data Teams

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    Gene Kim wrote The Unicorn Project about a developer trapped in bureaucracy.

  11. The Shadow IT Problem - When Fast Beats Right

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    Shadow IT doesn’t start with rogue employees.

  12. The 6 Dimensions of Data Quality

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    Data quality has 6 dimensions.

  13. The Three Ways Applied to Data Pipelines

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    Your data team ships pipelines fast.

  14. Platform Scaling Without Hiring

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    Five times the data.

  15. Data Observability Practical Start

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    Data observability sounds expensive and complex.

  16. Why Companies Hire a Data Architect Consultant (And When You Shouldn't)

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    Most companies hire a data architect consultant reactively.

  17. Incremental Processing Pattern

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    Your nightly job reprocesses 10TB.

  18. Data Architecture Review - What's Actually Involved

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    Most teams skip the architecture review.

  19. Waiting for LLMs vs Waiting for Compilation

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    We spent a decade optimizing compilation times.

  20. Cost of Tribal Knowledge

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    Nobody sets out to hoard knowledge.

  21. Data Product Operating Model

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    You wouldn’t ship a software product without an owner, a roadmap, or a release process.

  22. Technical Debt Cost Calculation

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    Slow pipelines are a symptom.

  23. The Second-System Effect in Data Platforms

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    Your second data platform will be overengineered.

  24. When to Actually Implement a Modern Data Stack (SME Edition)

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    You’re paying EUR3K/month for a cloud warehouse.

  25. Cost-Aware Data Engineering - FinOps for Data

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    Your data team doesn’t know what their pipelines cost.

  26. AI Worry Gap - Engineers vs Executives

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    Executives see AI as opportunity.

  27. The Alex Problem - Hero Dependency

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    Alex knows everything about your data platform.

  28. T-Shaped Monitoring Model

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    Monitoring all your data equally is why you’re drowning in alerts.

  29. Managers Overseeing 3X More People Than 2017

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    The average data team manager is overseeing nearly 3X more people than in 2017.

  30. Platform Rescue Engagement

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    Three months ago, this data platform had 15 incidents per week.

  31. Firefighters vs Pyromaniacs

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    Your best firefighter might be your worst pyromaniac.

  32. Hybrid Governance Implementation

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    The 3-part governance model that actually gets adopted.

  33. Hybrid Data Governance

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    Your governance is either a bottleneck or ignored.

  34. Metadata Management ROI

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    Engineers losing 10-20% of their time to repetitive questions.

  35. Data Quality Testing Layers

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    Testing data quality after transformation is like tasting the dish after it’s plated.

  36. Technical Debt Productivity Loss

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    Every data engineer on your team loses 2 days per week to technical debt.

  37. The €250K Migration That Didn't Need to Happen

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    The €250K migration wasn’t a technology project.

  38. Building data platforms for technology instead of teams

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    The data platform nobody asked for is the data platform nobody uses.

  39. Event-driven architecture coordination tradeoffs

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    You adopted EDA to reduce dependencies.

  40. Data Architecture vs Data Engineering: What's the Difference?

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    Architects design the blueprint.

  41. mise en place for data teams

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    Skip your prep and service falls apart.

  42. The Alignment Tax: What Misalignment Costs Per Sprint

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    Your team’s velocity isn’t slow because they’re bad.

  43. The AI Readiness Checklist Nobody Uses

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    Every company has an AI roadmap.

  44. When You Actually Need a Modern Data Stack

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    Your spreadsheet chaos isn’t a sign you need Snowflake.

  45. Platform Review: What I Find in Week One

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    In week one of every platform review, I find the same five problems.

  46. The Reorg That Made Everything Worse

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    They reorganized the data team three times in two years.

  47. What Is Data Strategy for a 50-Person Company?

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    Your 50-person company doesn’t need an enterprise data strategy.

  48. How to Prioritize Data Requests in 3 Steps

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    When everything is “high priority,” nothing gets done.

  49. AI-Ready Means Data-Ready

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    Your AI strategy won’t save you if your data is a mess.

  50. Platform Review: 3-Month ROI for a Series B Startup

    (Fractional Data Architect on Thomas Nys | Fractional Data Architect)

    Every growing startup hits the same three data problems.