Portkey's AI gateway adds a waste score and request logging to every call, with optional controls for caching, model routing, and security scans. The gateway logs and prices every request, including f…
TokenOps, an open-source system from The Agent Plane, provides real-time, run-scoped cost control for AI agents, addressing the problem of runaway token spend across multi-call runs. Unlike traditiona…
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…
A new infrastructure category of LLM routers has emerged, moving from simple if-else logic in orchestration frameworks to dedicated services that handle model selection, latency-aware dispatch, budget…
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…
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…
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…
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…
Palo Alto Networks announced its fourth acquisition of the year, intending to acquire observability company Embrace, which specializes in real user monitoring (RUM) for mobile and web. The deal will b…
CoreCtic AI launches a platform that combines AI API proxy, observability, and reseller monetization, claiming to be the only tool offering white-label dashboards, Stripe billing per end customer, and…
A developer built Free-Tier AI Relay, a Cloudflare Worker that lets apps offer free AI features to the public without risk of unexpected bills. The worker rations usage via three daily caps—per device…
A fintech developer built an internal LLM gateway to avoid handing out AWS credentials to every team. The gateway sits between apps and AWS Bedrock, issuing its own prefixed keys that can be pinned to…
A developer created an open-source Python library called agent-cost-guardrails to prevent AI agent cost blowups. The library hooks into frameworks like CrewAI and AutoGen to enforce hard budget limits…
A developer compared AI gateway pricing models in 2026, finding that none of the major gateways—including LLM Gateway, OpenRouter, Vercel AI Gateway, Cloudflare AI Gateway, Eden AI, Portkey, and LiteL…
A developer evaluated eight AI gateways based on provider coverage, pricing transparency, self-hosting, observability, and ease of setup. The top pick is LLM Gateway, an open-source solution that rout…
A developer warns that HTTP 200 responses from LLM gateways do not guarantee correct output, as gateways like LiteLLM, Portkey, and OpenRouter only check transport-level success. The developer propose…
A developer benchmarked four AI gateways—GoModel, LiteLLM, Portkey, and Bifrost—on runtime and deployment overhead. GoModel, a small open-source gateway written in Go, showed significantly lower memor…
Runcap, a new open-source developer tool, estimates the cost of coding agent runs before they begin and enforces a hard spending ceiling that physically stops the run when the limit is reached. The to…
Nexus Labs replaced 60% of its 11,247-line Python middleware for per-tenant LLM cost attribution, rate limiting, and provider failover with Bifrost's virtual keys and governance features. The migratio…
Photoroom reduced its vision-language model inference costs by approximately 62% within three weeks by deploying Bifrost as a semantic caching layer in front of the VLM step of its product-photo diffu…