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we often get asked where does pact fit into our testing strategy and if it doesnt fully replace end-to-end integrated tests how do we do that lets answer those questions now lets start with the test pyramid uh probably a quick primer would be helpful so its a heuristic that helps us understand how we should allocate our time and effort on various types of testing first proposed by a guy named mike cohn as you move up the pyramid you get more confidence but at the cost of slow and expensive slow and expensive feedback and like the food pyramid you want to invest more times at the bottom and less time at the top at the bottom of the pyramid things mind much faster the cost of feedback is lower and you get less confidence this is a trade-off of the pyramid what the pyramid says is you should spend more time at the bottom unit test integration then you should be at the top what we see though is above the level of integration tests we often see an over-investment in companies spending m