Resources

Guides for shipping AI agents and applications to production. Infrastructure patterns, integration strategies, and best practices.

Build vs Buy LLM Infrastructure: The True Cost of Owning It
Marcus Fields
Marcus FieldsFebruary 24, 2026

Build vs Buy LLM Infrastructure: The True Cost of Owning It

Building LLM infrastructure takes far longer than the API integration. Learn the real engineering costs and when to offload to a platform like Logic.

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How to Ship LLM Agents: Comparing Your Infrastructure Options
Elena Volkov
Elena VolkovFebruary 24, 2026

How to Ship LLM Agents: Comparing Your Infrastructure Options

Shipping LLM agents means choosing how much infrastructure to own. Compare building custom, using LangChain or CrewAI, or offloading to Logic.

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Agent Toolkit or Production Platform: What Your AI Stack Actually Needs
Mateo Cardenas
Mateo CardenasFebruary 24, 2026

Agent Toolkit or Production Platform: What Your AI Stack Actually Needs

Agent toolkits handle orchestration but skip production infrastructure. Logic ships typed APIs, testing, and versioning so you build product, not plumbing.

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Building a Custom AI Agent Without the Infrastructure Burden
Marcus Fields
Marcus FieldsFebruary 24, 2026

Building a Custom AI Agent Without the Infrastructure Burden

Building a Custom AI Agent Without the Infrastructure Burden

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Evaluating Agent Toolkit Options: Where Logic Fits in Your Stack
Samira Qureshi
Samira QureshiFebruary 24, 2026

Evaluating Agent Toolkit Options: Where Logic Fits in Your Stack

Comparing agent toolkits reveals a shared gap: production infrastructure. Logic provides typed APIs, testing, versioning, and model routing.

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Evaluating AI Agent Platforms: What Engineering Teams Need for Production
Samira Qureshi
Samira QureshiFebruary 13, 2026

Evaluating AI Agent Platforms: What Engineering Teams Need for Production

Evaluate AI agent platforms using five production infrastructure criteria. Learn what to look for and when to build vs. offload to Logic.

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LLM Agents in Production: The Infrastructure Gap Between Demo and Deployment
Elena Volkov
Elena VolkovFebruary 13, 2026

LLM Agents in Production: The Infrastructure Gap Between Demo and Deployment

Most teams stall getting LLM agents in production. Logic eliminates the infrastructure gap with typed APIs, testing, and versioning so you ship in minutes.

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LLM Structured Outputs: The Infrastructure Behind Reliable AI
Elena Volkov
Elena VolkovFebruary 13, 2026

LLM Structured Outputs: The Infrastructure Behind Reliable AI

Provider-level structured outputs solve JSON syntax. Production systems still need prompt management, testing, versioning, and model routing. Here's the full stack.

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Choosing the Right LLM Framework: LlamaIndex vs LangChain
Mateo Cardenas
Mateo CardenasFebruary 13, 2026

Choosing the Right LLM Framework: LlamaIndex vs LangChain

LlamaIndex vs LangChain for production AI: both leave infrastructure gaps. Learn when to own vs. offload LLM infrastructure to ship faster with Logic.

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Top LangChain Alternatives for Production AI
Elena Volkov
Elena VolkovFebruary 13, 2026

Top LangChain Alternatives for Production AI

Comparing LangChain alternatives reveals a shared gap: production infrastructure. Logic ships typed APIs, testing, and versioning in minutes, not weeks.

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LLM Infrastructure: Own It or Offload It?
Marcus Fields
Marcus FieldsJanuary 30, 2026

LLM Infrastructure: Own It or Offload It?

Should your team own LLM infrastructure or offload it? Learn how to evaluate where engineering time creates the most value, and how Logic eliminates the burden.

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Building Brand Mention Extraction from PDFs at Scale
Samira Qureshi
Samira QureshiJanuary 30, 2026

Building Brand Mention Extraction from PDFs at Scale

Build brand mention extraction without the infrastructure burden. Logic delivers typed APIs, auto-generated tests, and version control in minutes.

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Top Amazon Bedrock Alternatives for Engineers
Elena Volkov
Elena VolkovJanuary 30, 2026

Top Amazon Bedrock Alternatives for Engineers

AWS teams evaluating Bedrock alternatives face the same choice: build production infrastructure yourself or offload it. Compare Bedrock, direct API, LangChain, and Logic.

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CrewAI Alternatives for Production AI Agents
Marcus Fields
Marcus FieldsJanuary 30, 2026

CrewAI Alternatives for Production AI Agents

Comparing CrewAI alternatives reveals a shared gap: production infrastructure. Logic provides typed APIs, testing, and versioning so you ship in minutes, not months.

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LLM Document Extraction: Own the Infrastructure or Offload It

Elena Volkov
Elena VolkovJanuary 21, 2026

LLM Document Extraction: Own the Infrastructure or Offload It

LLM document extraction requires more infrastructure than most teams anticipate. Learn when to own that stack yourself vs. offload it to a platform like Logic.

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AI Document Processing: Build the Infrastructure, or Offload it?

Elena Volkov
Elena VolkovJanuary 21, 2026

AI Document Processing: Build the Infrastructure, or Offload it?

Should your engineering team build document extraction infrastructure or offload it? This guide helps CTOs evaluate the infrastructure work required and when Logic

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Top LangGraph Alternatives for Production AI

Marcus Fields
Marcus FieldsJanuary 20, 2026

Top LangGraph Alternatives for Production AI

Comparing LangGraph alternatives reveals a shared gap: production infrastructure. Logic provides typed APIs, testing, and versioning so you ship in minutes, not months.

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Workflow Automation for Small Businesses: A Practical Guide
Elena Volkov
Elena VolkovDecember 6, 2025

Workflow Automation for Small Businesses: A Practical Guide

Workflow automation for small businesses: Learn which tasks to automate first and how to build workflows that actually save time.

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How Garmentory Cut Product Moderation Time from 5 Days to 48 Seconds
Samira Qureshi
Samira QureshiDecember 5, 2025

How Garmentory Cut Product Moderation Time from 5 Days to 48 Seconds

Garmentory cut product moderation from 5 days to 48 seconds using Logic. Learn how this 10-person team grew inventory from $150M to $300M without adding headcount.

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A Guide to Order Management Automation: How it Works & Implementation Steps
Samira Qureshi
Samira QureshiDecember 5, 2025

A Guide to Order Management Automation: How it Works & Implementation Steps

Order management automation guide: how it works, implementation steps, and how decision automation lets teams update routing rules independently.

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How to Automate Your Ecommerce Business in 7 Steps
Mateo Cardenas
Mateo CardenasDecember 4, 2025

How to Automate Your Ecommerce Business in 7 Steps

7-step guide to ecommerce automation from order processing through intelligent decision-making that scales without headcount.

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A Guide To Compliance Automation for Fintech
Samira Qureshi
Samira QureshiDecember 3, 2025

A Guide To Compliance Automation for Fintech

Complete guide to compliance automation for fintech: learn platform types, key requirements, use cases, and strategies that scale with regulations.

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The Complete Marketing Automation Checklist: 10 Steps to Scale
Elena Volkov
Elena VolkovNovember 22, 2025

The Complete Marketing Automation Checklist: 10 Steps to Scale

Complete marketing automation checklist with templates, metrics, and troubleshooting. Transform manual campaigns into automated revenue drivers.

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Workato vs Zapier: Finding the Right Fit for Your Business
Samira Qureshi
Samira QureshiNovember 22, 2025

Workato vs Zapier: Finding the Right Fit for Your Business

Workato vs Zapier: Compare features, pricing, and capabilities. Learn which tool works for you and when decision automation platforms become necessary.

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Zapier vs Bardeen: No-Code Usability Comparison
Marcus Fields
Marcus FieldsNovember 22, 2025

Zapier vs Bardeen: No-Code Usability Comparison

Zapier vs Bardeen: compare use cases for each tool, pricing, complexity, and when decision intelligence becomes necessary. URL slug: /zapier-vs-bardeen

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