The Bluebag Blog

On building production-ready AI agents with Skills

Your AI Agent Has an Onboarding Problem
AI AgentsAgent Skills

Your AI Agent Has an Onboarding Problem

We treat AI agents like savants who should just figure it out. But the agents that actually work in production are the ones that get onboarded like new hires.

Favour Ohanekwu
8 min read
AI Agent Observability: How to Debug When Your Agent Breaks in Production
ObservabilityDebugging

AI Agent Observability: How to Debug When Your Agent Breaks in Production

Production agents fail in ways you can't predict. Here's how to build observability into your agents so you can debug issues quickly and prevent future failures.

Favour Ohanekwu
8 min read
How to Avoid LLM Vendor Lock-in When Building AI Agents
AI AgentsLLM Portability

How to Avoid LLM Vendor Lock-in When Building AI Agents

Building on a single LLM provider creates risk. Here's how to architect agents for portability, cost optimization, and resilience across Claude, GPT, Gemini, and beyond.

Favour Ohanekwu
9 min read
Building AI Agents That Don't Break: The Infrastructure Checklist
InfrastructureAI Agents

Building AI Agents That Don't Break: The Infrastructure Checklist

Production agents need robust infrastructure. Here's the complete checklist for building agents that scale, recover from failures, and stay reliable under load.

Favour Ohanekwu
9 min read
Claude Desktop Skills vs Production Agent Skills: What Developers Need to Know
AI AgentsClaude Desktop

Claude Desktop Skills vs Production Agent Skills: What Developers Need to Know

Claude Desktop Skills are great for prototyping. But production agents need portability, cost control, and LLM flexibility. Here's what changes when you go from demo to deployment.

Favour Ohanekwu
7 min read
The Complete Guide to AI Agent Skills: From Prototype to Production
Agent SkillsAI Agents

The Complete Guide to AI Agent Skills: From Prototype to Production

Everything you need to know about Agent Skills. What they are, why they matter, how to build them, and how to deploy them in production.

Favour Ohanekwu
9 min read
LangChain + BlueBag: How to Add Sandboxed Skills to Any LangChain Agent
LangChainAgent Skills

LangChain + BlueBag: How to Add Sandboxed Skills to Any LangChain Agent

Add production-ready Agent Skills to your LangChain agents in minutes. Sandboxed execution, file handling, and structured workflows without building infrastructure.

Favour Ohanekwu
8 min read
Sandboxed Code Execution for AI Agents: Security Best Practices
SecuritySandboxing

Sandboxed Code Execution for AI Agents: Security Best Practices

AI agents that execute code need robust sandboxing. Here's how to secure code execution, prevent attacks, and build safe agent infrastructure.

Favour Ohanekwu
8 min read
Why Your AI Agent Demo Works But Production Breaks (And How to Fix It)
AI AgentsProduction AI

Why Your AI Agent Demo Works But Production Breaks (And How to Fix It)

Your agent demo is impressive. Then you deploy to production and everything falls apart. Here's why demos lie and what actually matters for production agents.

Favour Ohanekwu
8 min read
Add Skills to Your LangChain Agent in Minutes
AI AgentsLangChain

Add Skills to Your LangChain Agent in Minutes

Execute Skills in runtime VMs without building infrastructure. Run complex scripts, read Skills on-demand, install dependencies, mint download links, and build predictable, specialised agents in minutes with LangChain.

Favour Ohanekwu
8 min read
Import Any GitHub Skill Repo into Bluebag
BluebagGitHub

Import Any GitHub Skill Repo into Bluebag

Import skills from any public GitHub repository into Bluebag. One URL swap from github.com to bluebag.ai. Auto-discovery, bulk import, and instant deployment for your AI agents.

Favour Ohanekwu
4 min read
Add Skills to Your AI-SDK Agent in Minutes
AI AgentsVercel AI SDK

Add Skills to Your AI-SDK Agent in Minutes

Execute Skills in runtime VMs without building infrastructure. Run complex scripts, read Skills on-demand, install dependencies, mint download links, and build predictable, specialised agents in minutes.

Ohans Emmanuel
7 min read
Import Any skills.sh Skill into Bluebag in Seconds
Bluebagskills.sh

Import Any skills.sh Skill into Bluebag in Seconds

Import any skills.sh skill into Bluebag and deploy production AI agents in minutes. Step-by-step guide for Vercel AI SDK and LangChain developers.

Favour Ohanekwu
4 min read
What Are Agent Skills? The Complete Guide to AI Agent Skills (2026)
AI AgentsAgent skills

What Are Agent Skills? The Complete Guide to AI Agent Skills (2026)

Agent Skills transform generic AI agents into domain experts. Learn what agent skills are, how they work, why they matter, and how to use them in production.

Favour Ohanekwu
5 min read
Anthropic Was Right About Agent Skills
AI AgentsVercel AI

Anthropic Was Right About Agent Skills

Prompts don’t make agents reliable. Structure does. A deep dive into what Anthropic got right with Agent Skills.

Favour Ohanekwu
3 min read
How to add Agent Skills to your Vercel's AI SDK Agents
AI AgentsVercel AI

How to add Agent Skills to your Vercel's AI SDK Agents

Transform generic AI agents into domain experts with Agent Skills. Add battle-tested knowledge to Vercel AI SDK agents in three lines of code.

Ohans Emmanuel
4 min read