All
Articles 114,437Blog Posts 123,329Tech Tutorials 29,231Research Papers 23,298News 16,955
⚡ AI Lessons
Dev.to · Pranay Batta
⚡ AI Lesson
1mo ago
Setting Up Budgets, Rate Limits, and Guardrails in Bifrost: A Hands-On Walkthrough
TL;DR: Governance is the part of an AI gateway that decides whether you can ship to production. I set...
Dev.to · Pranay Batta
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
Best AI Gateway to Optimize Claude Code Token Cost
TL;DR: Claude Code token costs grow fast on agent-heavy workflows because every tool definition gets...
Dev.to · Pranay Batta
🧠 Large Language Models
⚡ AI Lesson
2mo ago
How to Route Between Claude Opus 4.7, GPT-5 Turbo, and Gemma 4 With Bifrost
TL;DR: I set up multi-model routing between Claude Opus 4.7, GPT-5 Turbo, and Gemma 4 through Bifrost...
Dev.to · Pranay Batta
🧠 Large Language Models
⚡ AI Lesson
2mo ago
Rate Limiting in LLM Applications: Why You Need It and How to Build It
TL;DR: Rate limiting for LLM APIs requires counting tokens, not requests. A single 200K-token context...
Dev.to · Pranay Batta
🧠 Large Language Models
⚡ AI Lesson
2mo ago
Smart LLM Routing in Production: Picking the Optimal Model per Request
Every production LLM system eventually runs into the same wall. You are paying too much, responses...
Dev.to · Pranay Batta
2mo ago
How to Govern Claude Code Usage Across Engineering Teams
Claude Code is powerful; maybe too powerful to run without guardrails. I came across a case where a...
Dev.to · Pranay Batta
2mo ago
MCP at Scale: Access Control, Cost Governance, and 92% Lower Token Costs
The Hidden Tax on Every MCP Request Here is something nobody talks about when they demo...
Dev.to · Pranay Batta
2mo ago
How to Track LLM Costs and Rate Limits on AWS Bedrock with an AI Gateway
Running LLM workloads on AWS is easy. Knowing what they cost is not. You spin up Bedrock, call Claude...
Dev.to · Pranay Batta
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
Best Claude Code Gateway for Multi-Model Routing
Claude Code is great until you need more than one model. You hit a rate limit on Anthropic, want...
Dev.to · Pranay Batta
🧠 Large Language Models
⚡ AI Lesson
3mo ago
Best MCP Gateway for 50% Token Cost Savings
TL;DR: Classic MCP dumps 100+ tool definitions into every LLM call. Bifrost's Code Mode generates...
Dev.to · Pranay Batta
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
How to Connect Any Model with Gemini CLI Using Bifrost AI Gateway
TL;DR: Gemini CLI works with Google's models out of the box. But if you want to route requests...
Dev.to · Pranay Batta
🧠 Large Language Models
⚡ AI Lesson
3mo ago
Top 5 Enterprise AI Gateways for Dynamic Routing in 2026
If you are running multiple LLM providers in production, routing logic becomes a critical...
Dev.to · Pranay Batta
🧠 Large Language Models
⚡ AI Lesson
3mo ago
LLM Cost Tracking and Spend Management for Engineering Teams
Your team ships a feature using GPT-4, it works great in staging, and then production traffic hits....
Dev.to · Pranay Batta
🧠 Large Language Models
⚡ AI Lesson
3mo ago
LiteLLM vs Bifrost: Why the Supply Chain Attack Changes Everything for LLM Gateways
If you're running LiteLLM in production, the March 2026 supply chain attack probably got your...
Dev.to · Pranay Batta
🛡️ AI Safety & Ethics
⚡ AI Lesson
3mo ago
The LiteLLM Supply Chain Attack Broke Trust in Python-Based AI Infrastructure
If you run LiteLLM in production, you probably had a rough week. On March 24, 2026, two backdoored...
Dev.to · Pranay Batta
💻 AI-Assisted Coding
⚡ AI Lesson
4mo ago
How to Use Claude Code with Any Model using an AI Gateway
Claude Code is one of the best agentic coding tools out there. But it only talks to Anthropic models...
Dev.to · Pranay Batta
💻 AI-Assisted Coding
⚡ AI Lesson
4mo ago
Why We Chose Go Over Python to Build an AI Gateway: A Performance Deep-Dive
When building Bifrost, we faced a critical architectural decision: Go or Python? Python dominates the...
Dev.to · Pranay Batta
🛠️ AI Tools & Apps
⚡ AI Lesson
4mo ago
How to Set Up an OpenAI API Proxy with Bifrost in 30 Seconds
Setting up an OpenAI API proxy typically requires configuring NGINX, managing SSL certificates,...
Dev.to · Pranay Batta
🧠 Large Language Models
5mo ago
LiteLLM Has 1,000+ Open GitHub Issues. Here's What Three of Them Reveal.
LiteLLM reached 34,000+ GitHub stars as a popular multi-provider LLM gateway. But examining specific...
Dev.to · Pranay Batta
📰 AI News & Updates
5mo ago
We Just Shipped Responses API Support in Bifrost (And It's Cleaner Than Chat Completions)
OpenAI's Responses API is replacing Chat Completions, and we just shipped full support in Bifrost...
Dev.to · Pranay Batta
5mo ago
We Built AI Governance That Stops Cost Explosions (Here's How)
Enterprise customers started asking the same questions: "How do we prove compliance with SOC 2?" "Can...
Dev.to · Pranay Batta
🧠 Large Language Models
7mo ago
Building a High-Performance Open-Source LLM Gateway: Bifrost (54x Faster than LiteLLM)
If you're building LLM apps at scale, your gateway shouldn't be the bottleneck. That’s why we built...
DeepCamp AI