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@AWS Lambda

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10:03
2026-06-04
engineering.taktile.com
machine-learning

Lambda isn't leaking memory, your metrics are lying to you

AWS Lambda's reported `@maxMemoryUsed` metric tracks a high-water mark across an entire execution environment, not per-invocation memory usage, according to AWS support. A customer's ONNX model infere…

10:13
2026-05-30
dev.to
computer-vision

Building a Free OSHA Compliance Tool — 8 Weeks Solo

A solo developer built SafetyVision, an open-source PPE compliance monitor that performs core workplace-safety detection for free, over eight weeks. The tool uses a fine-tuned YOLOv8 model to analyze …

04:01
2026-05-27
news.ycombinator.com
ai-agents

Bill Gates AI on AI (one month later)

Bill Gates, in an April 2026 memo to executive staff, declared that autonomous expert systems represent a more significant shift than the IBM PC or graphical user interface, warning that most software…

09:00
2026-05-23
dev.to
developer-tools

Simplicity scales — complexity kills side projects

The article argues that side projects often fail because developers over-engineer them with unnecessary complexity, such as full-stack architectures and advanced tools, instead of building simple, fun…

15:33
2026-05-22
dev.to
artificial-intelligence

Zero-Idle Local LLMs: Running Llama 3 in AWS Lambda Containers

The article explains how to deploy quantized open-source LLMs like Llama 3 8B directly within AWS Lambda containers using llama.cpp, enabling serverless, auto-scaling inference for high-volume, low-re…

04:44
2026-05-20
dev.to
artificial-intelligence

AI Agent Cost Explosion: Why Your Automation Is Bleeding Money

AI agents often cost significantly more than expected due to hidden expenses beyond API token fees, such as cloud compute, third-party integrations, and time spent debugging failures. It highlights co…

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