A developer argues that the industry's focus on LLM gateway latency benchmarks is misguided for agent systems. Production agents require session persistence, cost attribution, model routing, fallback …
The npm account 'ai' publishes seven packages that collectively receive 964 million weekly downloads, yet none have npm provenance attestations. This single-publisher, no-provenance pattern mirrors re…
PyAgent, a new open-source framework, provides a standardized stack for building multi-agent LLM systems, including YAML-based blueprints, 18 named coordination patterns, and built-in observability. I…
Maslul, a new open-source Python library, provides smart LLM routing and provider normalization across Anthropic, Gemini, Grok, and OpenAI, allowing developers to route each request to the right model…
A developer argues that coding agents like Claude Code and Codex require two distinct infrastructure layers: a control plane for agent lifecycle, permissions, and scheduling, and a fast data plane for…
CISA confirmed active exploitation of CVE-2026-42271 in LiteLLM, an open-source AI gateway, and set a June 22 federal remediation deadline. Obsidian Security disclosed a three-vulnerability chain allo…
LiteLLM, a unified proxy for 100+ LLM providers, has been deployed on AWS EKS with GitOps via ArgoCD to handle 500-1000 requests per second. The production-grade system addresses multi-provider chaos,…
Phlox, an open-source self-hosted agentic web chat application, has been released on GitHub. It supports any model provider including AWS Bedrock and OpenAI-compatible endpoints, and features agentic …
A critical vulnerability chain in LiteLLM, a widely deployed open-source AI gateway, allows attackers starting from a default low-privilege account to achieve full server takeover and code execution. …
Coding agent sandboxes address host compromise but not credential authorization, leaving agents with high-scope tokens that can push to protected branches, deploy infrastructure, or read secrets. The …
A developer built a unified AI gateway using LiteLLM and Ollama, enabling a single OpenAI-compatible API endpoint for both local and cloud LLMs. The setup provides load balancing, cost tracking, rate …
A developer built Arcwise, an open-source AI-powered system design coach that provides structured feedback on design exercises. The tool uses LiteLLM to support multiple AI models including Claude, GP…
OpenDevOps, an open-source multi-cloud DevOps agent for AWS and Azure, was released, enabling incident investigation with any LLM via LiteLLM. In benchmarks, it found root causes for 9 out of 10 incid…
A developer has published two system architecture documents for AI infrastructure in East Africa, detailing a reusable coordination system with 7 agent types and a 4-tier decoupled architecture design…
Three prompt injection attacks in 72 hours highlight structural vulnerabilities in agentic AI systems. A CVE against Cursor demonstrates that per-call validation fails when agents operate in poisoned …
LiteLLM is a powerful open-source proxy for 100+ LLM providers, ideal for prototyping and small-scale deployments. However, as teams scale to production, they may encounter operational overhead from r…
A developer argues that embedded SDKs for AI agent reliability outperform proxy gateways by eliminating network latency and operational overhead. The comparison shows embedded SDKs add ~0ms latency ve…
A developer built a LangGraph-based bike training agent that logs workouts, retrieves recent training history, and provides summary statistics. The agent uses a set of tools to manage a JSON-based wor…
A new research report analyzing 38 open-source and managed LLM proxy projects finds the market rapidly maturing from simple protocol translators into comprehensive governance platforms. LiteLLM leads …
HuggingFace's smolagents framework introduces CodeAgent, a code-writing agent that generates and executes Python in a sandboxed Jupyter kernel environment, replacing traditional tool-calling approache…