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ExternalSoftware Engineering
DEV Community

6 AI Gateways Compared for 2026: Routing, Governance, Caching, and Observability

TL;DR An AI gateway is one control plane for every LLM request your application makes, regardless of which provider serves it. Without one, the pieces scatter: provider keys in one place, rate limits in another, caching somewhere else, and separate homes for permissions, spend reporting, and logs. That sprawl gets harder to govern with every new service that starts calling a model. The things worth evaluating are fairly concrete — does it consolidate provider access, cap spend, deduplicate cal

aillmmonitoring
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ExternalSoftware Engineering
DEV Community

AI Can Write Code. But Are You Really a Software Engineer?

AI Can Write Code. But Are You Really a Software Engineer? "The question isn't whether AI wrote your code. The question is whether you could have built, debugged, and defended it without AI." This isn't an anti-AI article. I use AI. Professional engineers use AI. The world's best engineering teams use AI. The problem isn't AI. The problem is confusing AI-assisted coding with software engineering. Some of the best engineers I've worked with use AI every day—not because they can't code, but beca

discusscareerai
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ExternalSoftware Engineering
DEV Community

Before your DV team writes a single testbench line, make sure you have these 7 things. (Most teams skip at least 3.)

The Pre-Testbench Verification Checklist: ✅ 1. Spec version locked — Which version of the spec is RTL implementing? If it's not locked, you're verifying a moving target. ✅ 2. Interface list finalized — All clocks, resets, interfaces, and their reset polarity documented. Surprises here cost days. ✅ 3. Functional coverage model drafted — Write your covergroups before writing your driver. Coverage-first design. ✅ 4. Corner cases listed explicitly — Max burst, min burst, back-to-back, simultaneous r

DEV CommunityRead original
ExternalSoftware Engineering
DEV Community

Seamless Flutter Hooks Integration with BlocSignal via signals_hooks

Zero Glue Code. Streamless Reactivity. Pure Hook Composition. If you’ve built Flutter applications using flutter_hooks, you know how empowering hook-based composition can be. By replacing boilerplate StatefulWidget lifecycles with declarative hooks like useState, useMemoized, and useEffect, Flutter Hooks makes widget code remarkably concise. However, when developers tried bridging classic flutter_bloc into a HookWidget, friction quickly emerged. Because classic BLoC states are published asynch

flutterdartbloc
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ExternalTechnology Trends
The Verge Tech

X Money is launching in the US starting today

X Money, a core part of Elon Musk's mission to turn X into an "everything app," is rolling out starting today, 9to5Mac reports. The payment platform offers a digital wallet and peer-to-peer payments similar to Venmo, along with a metal Visa card users can emblazon with their X username. Other perks include Apple Wallet support and free money transfers on X. It also advertises "up to" a 6 percent APY, but only Premium Plus subscribers are eligible for it - standard Premium subscribers have to dep

The Verge TechRead original

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