llm gateway
27 articles about llm gateway in AI news
Sipeed Launches PicoClaw, a Sub-$10 LLM Orchestration Framework for Edge
Sipeed unveiled PicoClaw, an open-source LLM orchestration framework designed to run on ~$10 hardware with less than 10MB RAM. It supports multi-channel messaging, tools, and the Model Context Protocol (MCP).
How to Prevent Cost Explosions with MCP Gateway Budget Enforcement
Standard MCP gateways miss economic governance. Add per-tool cost modeling and budget-aware tokens to prevent agents from burning through thousands in minutes.
Dify AI Workflow Platform Hits 136K GitHub Stars as Low-Code AI App Builder Gains Momentum
Dify, an open-source platform for building production-ready AI applications, has reached 136K stars on GitHub. The platform combines RAG pipelines, agent orchestration, and LLMOps into a unified visual interface, eliminating the need to stitch together multiple tools.
Glass AI IDE Emerges, Claims to Offer Free Access to Claude Opus 4.6, GPT-5.4, and Gemini 3.1 Pro
A new AI-powered coding editor called Glass claims to provide free access to multiple top-tier LLMs, including Claude Opus 4.6, GPT-5.4, and Gemini 3.1 Pro, without API fees. This positions it as a direct, cost-free competitor to established paid AI IDEs like Cursor and Windsurf.
VHS: Latent Verifier Cuts Diffusion Model Verification Cost by 63.3%, Boosts GenEval by 2.7%
Researchers propose Verifier on Hidden States (VHS), a verifier operating directly on DiT generator features, eliminating costly pixel-space decoding. It reduces joint generation-and-verification time by 63.3% and improves GenEval performance by 2.7% versus MLLM verifiers.
How AI Shopping Agents with Integrated Payments Will Transform Luxury E-Commerce
Google and Splitit are integrating installment payments directly into AI shopping agents. This allows AI assistants to autonomously complete high-value purchases, removing friction for luxury clients and potentially boosting AOV by 20-40%.
Build Durable Jira Automation with MCP + Temporal
Pair MCP for Jira/Confluence tool access with Temporal for durable execution to build agentic workflows that survive crashes, retries, and long-running approvals.
Prism v1.8 Adds CLI, MCP Server, and SDKs — Here's How to Use Them with
Prism v1.8's MCP server gives Claude Code direct control over caches, budgets, and routing. Install it in 2 minutes and ditch the dashboard for terminal-based AI infrastructure management.
OpenCLAW-P2P v6.0 Cuts Paper Lookup Latency to <50ms
OpenCLAW-P2P v6.0 introduces a multi-layer persistence architecture and live reference verification, reducing paper retrieval latency from >3s to <50ms and operating with 14 autonomous agents that scored 50+ papers.
A Practical Framework for Moving Enterprise RAG from POC to Production
The article presents a detailed, production-ready framework for building an enterprise RAG system, covering architecture, security, and deployment. It provides a concrete path for companies to move beyond experimental prototypes.
Anthropic Hiring Data Center Leasing Principals in Europe & Australia
Anthropic is actively hiring for data center leasing roles in Europe and Australia, revealing a strategic push to build out its own compute infrastructure as it scales its AI models.
Entropy-Guided Branching Boosts Agent Success 15% on New SLATE E-commerce
A new paper introduces SLATE, a large-scale benchmark for evaluating tool-using AI agents, and Entropy-Guided Branching (EGB), an algorithm that improves task success rates by 15% by dynamically expanding search where the model is uncertain.
LM Studio Hires Adrien Grondin, Formerly of Hugging Face
Adrien Grondin, a former Hugging Face engineer known for Spaces, has joined the LM Studio team. This move highlights the growing competition for talent in the local AI inference space.
Composio Launches Secure Tool Platform to Replace AI Agent Credential Sharing
Composio announced a platform that lets AI agents use external tools without credential sharing, aiming to solve a major security and operational headache for developers.
Production RAG: From Anti-Patterns to Platform Engineering
The article details common RAG anti-patterns like vector-only retrieval and hardcoded prompts, then presents a five-pillar framework for production-grade systems, emphasizing governance, hardened microservices, intelligent retrieval, and continuous evaluation.
The RealReal CMO Samantha McCandless on Resale Math, Vintage Bulgari, and Her Go-To Sneakers
In a personal shopping profile, The RealReal's Chief Merchandising Officer, Samantha McCandless, explains her 'resale math'—funding new purchases by consigning items—and her passion for vintage jewelry and beauty staples, offering a firsthand look at the executive mindset fueling the luxury resale market.
US Card Networks Accelerate Bets on Agentic AI
According to American Banker, US card networks like Visa and Mastercard are significantly accelerating their investments in agentic AI. This technology, which uses autonomous AI agents to execute complex workflows, is being targeted for fraud detection, dispute resolution, and customer service automation.
Dead Letter Oracle: An MCP Server That Governs AI Decisions for Production
A new MCP server provides a blueprint for using Claude Code to build governed, production-ready AI agents that handle real failures.
The Claude OAuth Workaround Is Dead. Here's How to Cut Your Claude Code API Bill Today
Anthropic killed the OAuth token exploit. Use TeamoRouter's 50% discount and multi-provider routing to slash Claude Code costs without crypto.
I Built a RAG Dream — Then It Crashed at Scale
A developer's cautionary tale about the gap between a working RAG prototype and a production system. The post details how scaling user traffic exposed critical failures in retrieval, latency, and cost, offering hard-won lessons for enterprise deployment.
From Prompting to Control Planes: A Self-Hosted Architecture for AI System Observability
A technical architect details a custom-built, self-hosted observability stack for multi-agent AI systems using n8n, PostgreSQL, and OpenRouter. This addresses the critical need for visibility into execution, failures, and costs in complex AI workflows.
Salesforce Adds Agentforce Agentic AI to SMB Packages
Salesforce is integrating its Agentforce agentic AI capabilities into packages for small and medium-sized businesses. This move aims to make autonomous AI agents more accessible for tasks like customer service and sales automation.
Firecrawl MCP Server: When to Upgrade from Fetch MCP for Web Scraping
Firecrawl's MCP server offers 12+ tools for advanced web scraping, but its 500-credit free tier and complex pricing mean you should only install it for specific, complex data extraction tasks.
E-commerce Retailers Plan Hefty Investments in Agentic Commerce, Study Finds
A new study reveals nearly half (47%) of e-commerce retailers plan to invest $1 million or more into agentic commerce in the next year. This signals a major strategic shift towards autonomous AI agents for tasks like product discovery and personal shopping.
Operationalizing Agentic AI on AWS: A 2026 Architect's Guide
A practical guide for moving beyond AI experimentation to deploying production-ready AI agents on AWS. It outlines the four pillars of agentic readiness and the operational model needed to achieve real ROI.
SamarthyaBot: The Self-Hosted AI Agent OS That Puts Privacy and Automation First
SamarthyaBot is a privacy-first, self-hosted AI agent operating system that runs entirely on local machines. Unlike cloud-based assistants, it performs actual system tasks like running terminal commands, deploying projects via SSH, and controlling browsers while keeping all data encrypted and local.
Agentic AI for Luxury Commerce: From One-Click Ordering to Hyper-Personalized Clienteling
Google's Gemini-powered agentic AI, tested by DoorDash and Uber, can autonomously execute multi-step commerce tasks. For luxury retail, this enables hyper-personalized, proactive clienteling and automated replenishment, transforming high-touch service into scalable, intelligent engagement.