Spinifex, an open-source platform that runs AWS-compatible APIs on self-owned infrastructure, has been released under the AGPL-3.0 license, allowing software built for EC2, S3, EBS, VPC, or IAM to run…
Pier v0.2.3, an open-source tool by developer Kerem Kaynak, gives every coding agent session its own cloud VM on a user's own AWS infrastructure, with sessions parking themselves when idle and resumin…
Amazon Web Services engineers were reportedly told in May to reduce CPU waste and reclaim underused EC2 capacity as demand for general-purpose compute rises alongside AI deployments, with some interna…
Agentics, a community focused on AI agents, published a guide on automating on-call processes using an AI agent, detailing a three-part setup involving an orchestrator, trigger, and context integratio…
AWS launched EKS Auto Mode at re:Invent 2024 (GA: December 1, 2024), a cluster configuration mode that runs Karpenter as a fully managed, off-cluster service, automating node provisioning, AMI patchin…
A developer who has conducted about forty AWS networking interviews shares the twelve most common questions and the reasoning behind them, noting that only about six candidates answered the diagnostic…
Karpenter v1.14.0 can autoscale GPU inference on Amazon EKS by provisioning spot GPU nodes on demand, bin-packing a vLLM v0.25.1 model server, and deleting nodes when traffic drops, eliminating static…
A developer shows how to run persistent remote coding agent sessions on a single small EC2 instance, surviving laptop closures and infrastructure changes. Claude Code offers native remote sessions via…
Companies that overbought cloud reserved instances for AI workloads can no longer easily resell them, as AWS shut down its Reserved Instances Marketplace in January 2024, leaving organizations stuck w…
A developer explains how to stop using AWS access keys and prevent leaks by switching to temporary credentials. Alternatives include AWS CLI login, OIDC for CI/CD, IAM roles for AWS resources, and IAM…
AWS Lambda MicroVMs, which reached general availability on June 22, 2026, gives each AI agent or user session its own dedicated Firecracker virtual machine with no shared kernel, launching in seconds …
Darktrace reported on July 9, 2026, that an EC2 LiteLLM-Proxy AI gateway with Amazon Bedrock access was compromised and used for cryptomining, though the initial access path remains unconfirmed. The i…
A developer debugging a Gemini on Vertex AI deployment encountered six distinct bugs, each initially appearing as a 401 Unauthorized error. The issues ranged from a PM2 configuration typo causing a 50…
A data engineer outlines a practical roadmap for breaking into the field in 2026, emphasizing SQL fluency, Python scripting, cloud cost optimization, and data modeling over outdated tools like Hadoop.…
A developer built InstantVideos.org, a system that generates short documentaries in about 30 seconds using AI models including GLM-5.2, Nano Banana 2 Lite, and gpt-4o-mini-tts, with costs around 25 ce…
Qdrant has vectorized 33.7 million Ukrainian court decisions from the Unified State Register of Court Decisions using Voyage AI's voyage-3.5 embedding model. The system, running on a dedicated EC2 ins…
AWS launched Lambda MicroVMs on June 22, 2026, a new compute primitive that provides dedicated Firecracker virtual machines per user or session for running untrusted code with strong isolation, fast s…
Users can run AI coding agents like Claude Code on a remote server from an iPhone via SSH, but the setup requires a server with a public IP or a Tailscale tunnel for NAT, a terminal multiplexer like t…
AWS announced Chaplin, an open-source solution using AI agents powered by Amazon Bedrock and the Model Context Protocol, to enable self-service health event analytics. The tool lets operations teams q…
Nous Research deployed its open-source Hermes Agent on AWS using a zero-inbound-security-group architecture, relying on AWS Systems Manager Session Manager for admin access and Telegram long-polling f…