#Bifrost

TL;DR: Six weeks running an AI gateway between our edge cameras and three cloud VLM providers cut our...

TL;DR: We pick the 512 hardest images for INT8 PTQ calibration by scoring a candidate pool with a...

TL;DR: Self-hosting an MCP gateway gives you control over auth, audit logging, and tool access in a...

TL;DR: Claude Code token costs grow fast on agent-heavy workflows because every tool definition gets...

From Medium - Predict: From toy AI to production: the MCP problem no one talks about, and how to save 90% on costs

Learn how to integrate an MCP gateway with Claude Code to consolidate tool access, enforce governance...

TL;DR: I migrated a production LLM workload from LiteLLM to Bifrost and the swap took about 30...

From Dev RSS Feed: Proven Patterns for OpenAI Codex in 2026: Prompts, Validation, and Gateway Governance

Practical Claude Code best practices covering context discipline, MCP tool hygiene, governance, and...

From Dev.to - opensource: Research: Why Bifrost (Maxim AI / H3 Labs Inc.) Fits the Exact Pattern of API Key Harvesting Services Targeting American Indie Devs

My personal experience testing Maxim AI’s Bifrost gateway left me uneasy. Here’s what...

From Dev Community: Research: Bifrost (Maxim AI / H3 Labs Inc.) – Why Its “Governance” Architecture Is a Single Point of Failure for Solo American Web Devs

A practical guide on safeguarding API keys when using third-party AI tools, with a look at...

From Dev Community: Testing Bifrost CLI and Code Mode: What Worked, What Broke, and What I Verified

BIFROST COMMENT The routing overhead caught us off guard. We were running caption generation through a larger model for every input when 70% of them only needed a fast small model.…