A developer argues that most loop engineering in AI agents is optimizing the wrong variable, claiming that longer loops often indicate convergence failure rather than improved reasoning. The developer…
Lynkr, an open-source LLM router, scored 67.65 on the RouterArena benchmark, landing 15th of 27 routers. The router achieved a cost of $0.29 per 1K queries, outperforming GPT-5 as a router at 34× lowe…
A developer building Lynkr, an open-source LLM router, explains why routing coding-agent requests to cheap local models often breaks agentic sessions. The root cause is that static routing rules measu…
A developer built Lynkr, an open-source LLM gateway that extends Claude Pro/Max usage by routing different coding tasks to appropriate models across Azure AI Foundry, Amazon Bedrock, and local models.…
A developer describes setting up T3 Code with Claude Code and the open-source LLM gateway Lynkr to create a layered stack for coding agents. The architecture separates UX, coding behavior, and model t…
A developer advocates for using Goose, an open-source AI coding agent, with Lynkr, an LLM gateway, to manage model routing and fallbacks. The architecture places Lynkr between Goose and model provider…
A developer built Lynkr, an open-source LLM gateway that provides a single OpenAI-compatible endpoint for multiple model providers, and configured it to work with LibreChat, an open-source AI chat pla…
A developer built Lynkr, a self-hosted LLM gateway, to reduce costs in Microsoft Agent Framework workloads. The gateway adds semantic caching, response compression, and model tiering to cut token usag…
Lynkr, an AI gateway built for coding workflows, outperformed LiteLLM in cost efficiency across nine benchmark scenarios using the same backends—Ollama, Moonshot, and Azure OpenAI. Lynkr achieved a 53…
To integrate Hermes, an open-source AI agent by Nous Research, with Lynkr, a self-hosted Node.js proxy that routes requests to various LLM providers. Lynkr enables automatic cost-tier routing based on…