DiagnosticPro migrated its live product from Firebase, Firestore, GCP, and Vertex AI to a single self-hosted VPS. Before flipping DNS, an adversarial readiness audit revealed that the new database was…
SecondLayer, a Ukrainian legal tech company, proposes training a 860B-parameter Mixture-of-Experts model on a 2 TB corpus of Ukrainian legal data, including 96.2 million court decisions, legislation, …
OSIRIS JSON producers generate private infrastructure snapshots without connecting to third-party AI or SaaS services. The open-source tool runs under user control, discovering inventory and topology …
Elastic has been named a Leader in the Everest Group Enterprise Search Products PEAK Matrix Assessment 2026, holding the largest market share among 16 providers evaluated. The recognition highlights E…
Karpenter, an open-source node provisioner, directly provisions cloud instances without node groups, while Cluster Autoscaler scales pre-defined node groups. Karpenter is faster, cheaper, and more fle…
GPU utilization in production Kubernetes clusters averages just 5%, according to Cast AI's 2026 State of Kubernetes Optimization Report, while hardware costs continue to rise. The GPU Cost Optimizatio…
Agent Substrate, a new platform for running AI agents, reduces idle agent costs by 90% compared to traditional Kubernetes Pod deployments. By using an actor model with checkpoint/restore and gVisor, i…
Kubernetes cost optimization tools are divided between visibility platforms that report spending and autonomous platforms that automatically reduce waste, with average CPU utilization at 8% and GPU ut…
Enterprises are moving workloads back to private and sovereign clouds to control costs and data, but the software supply chain underlying all cloud platforms is unprepared for AI-driven vulnerability …
A developer outlines a three-tier cloud budget alerting framework for AWS, GCP, and Azure to prevent cost overruns, noting that AI workloads and multi-cloud adoption make single alerts insufficient. T…
A new pattern library for AI architecture in regulated financial services addresses constraints such as regulatory audit requirements, latency SLAs, data residency rules, fair lending exposure, and mo…
A developer describes how cybersecurity in 2024 relies on layered defenses, visibility, and accepting breaches will happen. In a migration of a 5-petabyte log lake to a cloud-native ELK stack, a rando…
A developer documented a secret scanning setup that prevents credentials from entering the context window of Claude Code, an AI coding assistant. The system uses trufflehog with 700+ detectors to inte…
Socket Security researchers discovered that malicious PyPI packages in the Hades wave of the Mini Shai-Hulud/Miasma supply chain campaign embed fake CBRN-themed text in JavaScript block comments to tr…
Databricks announced new security and compliance capabilities at Data + AI Summit 2026, including General Availability of Automatic Identity Management (AIM) for Microsoft Entra ID on AWS and GCP, Pub…
Snowflake released an updated Well-Architected Framework (WAF) designed to help organizations build and scale AI workloads with built-in governance, observability, reliability, and cost controls. The …
A new tool called Architect migrates Valkey containers between spot instances in under 10 seconds, preserving all in-memory data when a spot reclamation notice is received. This allows stateful worklo…
A test of Google's Gemini 3 Flash Preview found that 67% of AI-generated curl commands were unsafe, targeting internal networks, cloud metadata endpoints, or localhost. The test, conducted by Check, g…
A developer warns that Google's Dev Signal multi-agent system, which reads Reddit and stores long-term memory in Vertex AI, is vulnerable to memory poisoning via indirect prompt injection, MCP tool ch…
Google's Gemini 3.5 Pro is nearing general availability with a 2-million-token context window and Deep Think reasoning mode, while Gemini 3.5 Flash already outperforms previous Pro models on coding be…