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Marjukka Niinioja

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Fixing API Chaos: A Practical, Open Method to Structure API Workapidays India 20262026-08-19
An open method called APIOps Cycles maps actual API work into stations, lines, and canvases so teams spot where design, governance, and delivery break. Case…
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Beyond Predictive Maintenance: Your Machine Has APIs. Does Your Ecosystem?FOST Munich 20262026-07-08
Argues that machines with APIs only matter when APIs form reusable API products that tie predictive signals to real business flows, not when engineers just…
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Avoiding the 8 Wastes of Lean API Development with OpenAPI & APIOps.apidays Munich 20252025-07-02
Claims that using OpenAPI plus APIOps and the API Cycles method cuts waste and speeds delivery: one team using API Cycles finishes eight customer journeys and…
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From Chaos to Clarity: Designing (AI-Ready) APIs with APIOps Cyclesapidays Helsinki & North 20252025-06-03
AP Cycles presents a repeatable API lifecycle method with metro‑map stages, checklists and a canvas creator that outputs structured canvases (Finnish, German…
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Master API Product Design with APIOps Cycles MethodApidays Helsinki & North 20232023-06-05
Claims a repeatable, open‑licensed, technology‑agnostic process that gets marketers, designers and engineers to co‑create API products using a set of canvases…
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Practical API Strategy with APIOps CyclesApidays LIVE Paris 20202020-12-08
APIOps cycles presents a lean, technology‑agnostic process using canvases, checklists and the value proposition canvas to turn messy API plans into concrete…
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APIOps Cycles, how to develop business & software togetherapidays New York 20202020-07-28
Method presents APIOps Cycles as a concrete process used while scaling from a few teams to 30 teams in months and claims APIs require two-times devops…
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Apidays Virtual Helsinki 20 - Marjukka Niinioja, OsaangoAPIdays Helsinki 20202020-06-02
A lean cycle called APIOps Cycles turns customer journeys into concrete APIs by running strategy -> prototyping -> build -> developer experience iterations…
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Open method for Lean & Business-oriented API design APIOPs Cyclesapidays Helsinki 20192019-06-04
The APIOps Cycles method packages Lean practices (including Lean Startup and MVP thinking), prototyping, checklists and canvases like the Business Model Canvas…
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APIfying an ERPNordic APIs World Tour 20152015-05-11
PlanMill describes APIfying a decade-old ERP since 2009 and redoing the API in 2014–15: a public 1.5 release now, full platform 2.0 planned next year, built…
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Why everyone speaking "Apish" makes your whole business more agilePlatform Summit 20142014-10-20
Claim: getting everyone to speak APIs turns slow, custom integrations into repeatable, fast workflows. Evidence: a 25-person ERP vendor with 100 customers…
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