A developer built DeployCraft AI, a tool that designs MLOps infrastructure by generating deterministic deployment blueprints from high-level inputs. The system uses a rules engine and Jinja2 templates…
Modal CTO Akshat Bubna argues that AI infrastructure must evolve from developer experience to agent experience, as agents require tighter feedback loops, sandboxes, and programmatic infra. Modal, whic…
KubeSwift, a Kubernetes-native VM orchestration platform built on Cloud Hypervisor, has been released with support for Linux and Windows guests, GPU passthrough, live migration, and 13 custom resource…
Non-human identities such as CI/CD agents, Kubernetes workloads, and AI agents are increasingly calling APIs across cloud environments, requiring both machine-to-machine (M2M) authentication and API s…
Agent sandbox requirements have outpaced Kubernetes defaults, making pod templates a bottleneck for short-lived agent workloads. Arize and Daytona CEO Ivan Burazin argue that teams should trace sandbo…
Devopstronaut published a tutorial on July 8, 2026 showing how to build a Kubernetes MCP server in about 15 minutes using Python, FastMCP, kubectl, and a local kind cluster. The server exposes get_pod…
A Kubernetes cost dashboard provides per-namespace and per-workload cost visibility that cloud billing lacks, enabling platform teams to identify waste and reduce spending. Key metrics include cost pe…
A developer built an MCP server at mcp.decile.com using Ember.js for the embedded MCP Apps, alongside a backend stack including Kubernetes, Starlette, Django REST Framework, and nginx. The project hig…
Cloud-connected Software as a Medical Device (SaMD) enables real-time data synchronization, AI-driven decision support, and remote patient monitoring. Building such applications requires expertise in …
Scrive, a legaltech company in the e-signing space, is hiring a Senior/Staff Haskell Developer for a fully remote position within the EU/EEA. The role requires 8+ years of professional experience with…
Kubernetes network policies based on IP addresses become insecure when pods are rescheduled, as IPs change. SPIFFE and SPIRE provide cryptographic workload identities, and Cilium enforces mutual TLS u…
Hugging Face and SkyPilot integrated on July 7 to make Hugging Face Storage a first-class SkyPilot backend, allowing AI teams to mount Hub repos or Hugging Face Buckets into jobs via hf:// URLs while …
OpenAI delivers low-latency voice AI to 900 million weekly users using WebRTC, splitting the stack into a stateless relay at the geographic edge and a stateful transceiver that uses the ICE ufrag as a…
Evokoa launched Polygres, a managed PostgreSQL platform that integrates native graph traversal, HNSW vector search, and hybrid retrieval APIs to enable agents to query structured records, relationship…
Apoxy released CLRK, an open-source agent runtime that uses gVisor for isolation and runs on Kubernetes, designed to provide fully intercepted I/O, framework-agnostic guardrails, and audit trails for …
10xHire is hiring software engineers to build AI-native technical assessments that measure real engineering judgment. The company seeks backend engineers with 1+ years of experience to work on scalabl…
Matthew created a production-ready PowerShell prompt that supports PS 5.1 and PS 7+ with segments for Git, Python venv, Conda, Node, .NET SDK, exit code, jobs, admin, Kubernetes, Azure/AWS/GCP, depth,…
A developer built NeuroScale Autopilot, a five-agent Kubernetes incident-response system for the Qwen Cloud Global AI Hackathon, that prioritizes safety over speed by verifying fixes before execution.…
HubSpot has scaled its semantic search platform to manage over 20 billion vectors across 38+ teams, using an internal service called VaaS built on Qdrant. The company automated cluster management with…
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.…