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The synchronous agent loop is dying. In its place: event-driven agent systems built on Kafka, Flink, Temporal, and Restate. Here's why the shift is happening now, what the new architecture looks like in code, and what breaks when you get it wrong.
Your CFO just asked why the team has $200/mo coding tool subscriptions. We compared 9 tools across free, individual, team, and enterprise tiers. Real costs, credit traps, and the one number that matters: what a heavy user actually pays per month.
Gartner says AI spending hits $2.52T this year, but 88% of agents never reach production. The build-vs-buy question is where most of that money gets burned. Here's a concrete framework for making the call — with real cost data and zero vendor spin.
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