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@faun shared a link, 4 months ago

AWS Lambda announces native support for Avro and Protobuf formatted Kafka events

AWS Lambdanow natively supportsAvroandProtobufformatted Kafka events, dancing through schema chaos with Glue and Confluent registries. Toss custom deserialization in the trash; plug inPowertoolsand let open-source Kafka consumer interfaces do the grunt work...

AWS Lambda announces native support for Avro and Protobuf formatted Kafka events
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@faun shared a link, 4 months ago

Debugging memory leaks in Postgres, jemalloc edition

jemallocexcels at sniffing out memory leaks compared toAddressSanitizer, especially when leaks ghost out at program exit. But here's the catch: to dig into profiling with jemalloc, like you're wrangling Postgres, you better cozy up to Linux...

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@faun shared a link, 4 months ago

Terraform AWS provider 6.0 now generally available

Terraform AWS Provider 6.0bursts onto the scene with multi-region support. Now, devs can tweak 32 config files in one shot, slimming down memory bloat. 🌍💻..

Terraform AWS provider 6.0 now generally available
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@faun shared a link, 4 months ago

Amazon VPC raises default Route Table capacity

AWS VPClets your inner network architect cheer:500 routes per tablenow. That’s a cool 10x boost from before, turning network scaling from a headache into a child's play. 🚀..

Amazon VPC raises default Route Table capacity
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@faun shared a link, 4 months ago

Load Testing with Impulse at Airbnb

Impulselets Airbnb teams wreak havoc in the best way possible. It makes load testing in Java/Kotlin a breeze. No need to call in the cavalry. It just mocks what it needs to and spins up a frenzy of pseudo-real traffic...

Load Testing with Impulse at Airbnb
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@faun shared a link, 4 months ago

Why Environments Beat Clusters For Dev Experience

Developers chasepromotions, not the tedium of deployments. Environments should reign supreme—not just a lone Kubernetes cluster hogging the spotlight.Real-time insights? They zoom past those outdated, siloed CI pipelines...

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@faun shared a link, 4 months ago

Inside Google’s Agent2Agent (A2A) Protocol: Teaching AI Agents to Talk to Each Other

Agent2Agent (A2A)is the new gospel for AI agents, taking over as the universal translator across platforms. Imagine 50+ tech behemoths waving its banner. A2A, clutchingJSON-RPC 2.0 over HTTP(S), crafts a chat apocalypse for AI, wiping out the custom integration chaos, much like the venerableInternet..

Inside Google’s Agent2Agent (A2A) Protocol: Teaching AI Agents to Talk to Each Other
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@faun shared a link, 4 months ago

ChatGPT polluted the world forever, like the first atom bomb

AI model collapsecould hit hard with synthetic data in play. Picturepre-2022 dataas the “low-background steel” savior for pristine datasets. The industry squabbles over thetrue fallout, while researchers clamor for policies that keep data unsullied. The worry? AI behemoths might lock everyone else o..

ChatGPT polluted the world forever, like the first atom bomb
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@faun shared a link, 4 months ago

Deploying Llama4 and DeepSeek on AI Hypercomputer

Meta's Llama4models, Scout and Maverick, strut around with17B active parametersunder a Mixture of Experts architecture. But deploying onGoogle Cloud's Trillium TPUsor A3 GPUs? That's become a breeze with new, fine-tuned recipes. Utilizing tools likeJetStreamandPathways? It means zipping through infe..

Deploying Llama4 and DeepSeek on AI Hypercomputer
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@faun shared a link, 4 months ago

A Reality Check on DeepSeek's Distributed File System Benchmarks

3FSisn't quite matching its own hype. Yes, it boasts a flashy8 TB/s peak throughput, but pesky network bottlenecks throttle usage to roughly 73% of its theoretical greatness. Efficiency’s hiding somewhere, laughing. A dig intoGraySortshows storage sulking on the sidelines, perhaps tripped up by CRAQ..

A Reality Check on DeepSeek's Distributed File System Benchmarks

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