A developer demonstrates how to build a secure, multi-tenant AI agent platform using Docker, TormentNexus, and Traefik. The architecture isolates team workspaces with resource limits and automatically…
N8n, a fair-code workflow orchestration tool, enables developers to automate business processes from simple triggers to multi-agent AI pipelines. The platform bridges no-code visual building with cust…
A new policy gate for AI agents adds three security layers—path scoping, a shell denylist, and an SSRF guard—to block dangerous tool calls before they reach execution, according to the latest installm…
Sub2API is an open-source AI API gateway that lets developers self-host a unified endpoint for multiple AI providers, handling authentication, routing, usage accounting, and concurrency limits. The pr…
A developer built SecureTrack, an AI-powered cybersecurity management platform using React, Django, and the Groq API. The platform enables organizations to manage vulnerabilities, security incidents, …
Serverless containers enable ML model deployment from a Jupyter notebook to a live API endpoint in under 10 minutes, bypassing traditional infrastructure management. The approach uses a FastAPI wrappe…
SigNoz built AXRAY, an observability layer for AI coding agents, using OpenTelemetry and SigNoz as its backbone. The system revealed that 78% of agent latency came from LLM thinking time, not Docker o…
A developer demonstrates how to deploy a Python ML model from a Jupyter notebook to a production-ready API in 10 minutes using serverless technology, eliminating the need for MLOps expertise. The guid…
Developer Akash J released claude-docker, a tool that containerizes a Claude Code instance with a single command, providing full permissions within an isolated Docker environment.…
A developer created claude-docker, a one-command install script that runs Claude Code inside a Docker container with full permissions but limited filesystem access. The script builds a minimal image w…
Kurt Mackey is stepping down as CEO of Fly.io, handing control to former Docker CEO Scott Johnston as the cloud infrastructure provider raises a $25 million Series D and pivots its product toward pers…
Sandbox-CLI, an open-source tool that runs coding agents like Claude Code and Codex inside disposable Docker containers with strict isolation, is now in public beta. The tool mounts only the user's pr…
A machine learning intern recounts that the biggest challenge in transitioning from a local environment to deployment was dependency conflicts, specifically a PyTorch version mismatch with CUDA driver…
A second-year AI and Data Science student built an observable AI assistant using SigNoz, OpenTelemetry, Groq, and Streamlit for the Agents of SigNoz hackathon. Despite having no prior experience with …
Hugging Face suffered a security breach that exposed a 'trust gap' in the LLM agent ecosystem, where downloading models or tokenizers can execute arbitrary code via Pickle files. The incident, which w…
A roadmap for computer science students to become job-ready ML engineers recommends a structured sequence: mathematical foundations (linear algebra, calculus, probability), Python data stack (NumPy, P…
X402vps launched a pay-per-hour Docker container service for AI agents that uses USDC on Base mainnet for payment, with no signup or API key required. The service offers internet access on node and co…
Anthropic published the Claude Cookbook, a collection of technical guides for building agents with Claude, including agentic search benchmarks, multi-agent orchestration, managed agents with memory an…
The Mendral team is joining Anthropic to work on Claude Platform, winding down the hosted Mendral product and transitioning customers. Mendral built an AI agent that automates engineering tasks such a…
A data science workflow for cloud-based AI recommends using S3-compatible object storage, managed notebooks like Vertex AI or SageMaker for EDA, ephemeral GPU instances for training, and containerized…