Solo.io's Enterprise agentgateway secures its token vault with two nested AES-256-GCM layers, where a per-write data encryption key (DEK) encrypts each credential and a key encryption key (KEK) wraps …
A developer using OpenCode switched from LiteLLM to Bifrost, a single Go binary with a local SQLite config store, to route requests across 9 providers with automatic fallbacks, eliminating interruptio…
An engineer demonstrates how to build an LLM API gateway in Node.js using LiteLLM, addressing the governance problem of direct API calls to providers like OpenAI and Anthropic. The gateway centralizes…
Anthropic will permanently retire claude-opus-4-1-20250805 on August 5, causing API calls to that model ID to return a 400 error with no fallback. The company recommends migrating to claude-opus-4-8-2…
TextGrad, a framework for automatic 'differentiation' via text feedback from large language models, was published in Nature on 19th March 2025. The framework, which implements backpropagation through …
LangGraph, a framework by LangChain, is the focus of a new enterprise guide detailing production-ready AI agent middleware patterns, including human-in-the-loop interrupts, LLM gateways, security midd…
A team of four developers won third place at the Dell x NVIDIA AI Hackathon by building Squidward, a 100% air-gapped, self-improving IT firewall that runs locally on a Dell GB10 with a Qwen3.6-27B mod…
A developer who built a desktop with 96GB of memory for local AI models found that speed matters more than raw size, abandoning large models that take 30 minutes to check code. After five months of te…
A developer released smol-llm-proxy, a minimalist API proxy for self-hosted llama.cpp setups that routes across multiple llama-server instances with per-user API keys and token usage tracking, in appr…
LLM routers have evolved from a niche infrastructure trick into a mainstream product category, with gateways like OpenRouter, LiteLLM, and Portkey offering API unification and failover, while smart ro…
Opendot, a new terminal AI agent that snapshots every action before execution, allows users to undo file edits and shell commands, flagging irreversible operations like network calls or sudo commands.…
AgentHound, an open-source offensive security framework for AI agent infrastructure, has been released. The tool performs recon, fingerprinting, credential looting, model inversion, and persistence ac…
Developer Ahmed Adel (Abo Adel) released SmartCore LLM Proxy, an open-source local gateway built with LiteLLM that automatically load-balances requests and routes to fallback models when primary API k…
A June 2026 survey of 145 enterprises by VentureBeat found two-thirds had already adopted a diversified AI strategy before Anthropic's Fable 5 shutdown, with 90% of enterprise model spend going to thr…
AI agents that hold long-lived bearer credentials in their environment, config, or context window create a systemic leak risk because any entity that obtains the credential can reuse it, and agents ma…
Hydra, a local-first trust control plane for AI, routes each task to the cheapest model that meets a user-defined confidence threshold, running fully offline with no daemon or cloud dependency. The to…
Routing every coding task to a frontier model wastes budget, according to a developer's cost strategy comparing GLM 5.2 and Opus 4.8. GLM 5.2, an open-weights model with 753B parameters (40B active), …
Hetzner has launched an experimental LLM inference API called Hetzner Inference, offering an OpenAI-compatible endpoint running on its own infrastructure. Currently, only the Qwen/Qwen3.6-35B-A3B-FP8 …
A developer tracked Claude Code spending for three months and found that 60-70% of agent turns don't need a frontier model like Opus. By routing simple tasks to cheaper models like Haiku, costs droppe…
Internet-exposed AI/LLM tool infrastructure has surged over 60% in the past nine months, with more than 294,000 distinct IPs now exposing one of 43 detected tools, up from ~183,000 in October 2025, ac…