Build
Development guides and tutorials
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4 terms- 4 approaches to building data connectors for BubbleLearn about 4 approaches to building data integrations for Bubble
- 4 practices for crafting integration development prompts Learn 4 best practices for crafting prompts for building SaaS integrations.
- 5 methods to get real time data into your software integrationsLearn about 5 methods for getting real time data into software integrations
- 7 Tools to Empower Developers on Your PlatformAt Lunch Pail Labs, I build and manage integrations that support tens of thousands of users. Over time, I’ve discovered the tools that make it easier for developers to contribute to the ecosystems I work with. Here are seven essential developer tools that I’ve found invaluable.
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9 terms- A beginner’s guide to DenoDeno, the modern and secure runtime for JavaScript and TypeScript, offers a fresh alternative to Node.js. Created by Ryan Dahl, Deno addresses key limitations of its predecessor with built-in TypeScript support and enhanced security features. Discover how Deno can power your server-side applications, automation scripts, and cloud functions.
- AI at the Point of Work — How Browser-Based Assistants Unlock 10x OutputMost AI tools sit outside the flow of work. PailFlow brings AI into the browser, where real work happens. Here's what makes that so effective—and how it changed the way I build.
- An overview of 4 popular authentication methodsLearn about 4 popular API authentication methods
- Behind the build: A Paperform app for SalesforceExplore the behind-the-scenes development of a recent demo app, a Paperform app for Salesforce.
- Bring your own AI subscription: a practical approach to token costsI started by bundling AI usage, token metering, and workflow in one product, then realized token billing was becoming its own business. Here’s why I’m testing a bring-your-own-AI-subscription model for PailFlow.
- Build your AI workforce with Agency Swarm in a dayBuild an AI team in a day to automate tasks, replace repetitive work, and focus on growth.
- Building a Zapier app: Zapier Platform UI vs Zapier Platform CLILearn about the pros and cons of two approaches for developing Zapier apps
- Building Adalo components overviewA 2023 refresh on a cheat sheet and collection of resources for creating components with Adalo
- Cold Starts and Timeouts Were Killing My AI Agent Swarm—Here’s How I Fixed ItI’ve been optimizing my agent swarm, PailSwarm, and ran into challenges with processing time and cold starts on Cloud Run. Switching to Fly.io solved these issues, offering faster task execution and cost-effective always-on performance.
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24 terms- Getting Started with OAuth in HubSpotLearn how to set up OAuth in HubSpot with this straightforward guide. We’ll walk you through creating a developer account, setting up your app, and using HubSpot’s Node.js OAuth starter to get up and running quickly.
- GraphQL vs REST APIsLearn more about graphql and rest APIs
- How I automated support for my integrations in a day (and saved hours every week)In this guide, learn how you can build an AI support agent to streamline customer support at scale. Discover the steps, tools, and workflows I used to automate repetitive tasks, reduce mental load, and enhance support efficiency. Plus, get actionable tips to build your own AI-powered system.
- How I turn agent sessions into workflow improvementsOne of the most useful parts of working with AI agents is not just faster execution. It is the ability to review the work after the fact, spot patterns, and turn those patterns into better systems.
- How I use AI agent swarms to scale my timeAI agents have changed how I approach work and in this article i share the framework i use
- How Lunch Pail Labs would build and manage a Postman app for ZapierDiscover how Lunch Pail Labs would apply our process to building and managing integrations to a Postman app for Zapier
- How to build a cross-platform TalkJS chat component for AdaloDiscover how to create a cross-platform TalkJS chat component for Adalo with this detailed tutorial.
- How to build a custom menu action for BullhornLearn how to create a custom menu action in Bullhorn by setting up a Node.js server and using ngrok to expose it for testing. This step-by-step guide walks you through the configuration process, ensuring your integration is ready to post data to your application.
- How to Build a HubSpot App That Displays Data in CRM CardsIn this tutorial, we explore how to build a HubSpot app that leverages CRM cards to display data from external systems directly within HubSpot's contact records. You'll learn how to set up your app using Ngrok for local development, configure routes in Node.js, and create a custom CRM card that showcases a random fact, This guide is perfect for anyone looking to enhance their HubSpot app with dynamic, integrated content.
- How to build a MailerLite app for WebflowThis article is a step-by-step guide on creating a Mailerlite app for Webflow. The article offers insights and code references for any developers looking to learn how to build Webflow hybrid apps
- How to build a PostHog A/B testing plugin for BubbleLearn how to build a custom Bubble plugin for A/B testing using PostHog. This guide takes you through the complete process, from setup to capturing events, empowering you to optimize your SaaS product effectively.
- How to build a Postman app for ZapierLearn how to build a Postman app for Zapier
- How to build a Productive app for MakeLearn how to build a Productive app for Make in this step-by-step guide and tutorial
- How to build a SmartSuite plugin for BubbleThis guide provides a step-by-step to building a SmartSuite plugin for Bubble
- How to build a target account list with a browser agent I needed a reliable target account list for PailFlow, not a random pile of leads. This is the simple 4-step system I used to source, enrich, score, and rank 50 accounts while I worked on other priorities.
- How to build a Twilio SMS plugin for BubbleLearn how to build a custom Bubble plugin for SMS testing with Twilio.
- How to build a Versium extension for AirtableDiscover how to create a Versium extension for Airtable in this guide.
- How to eval agent skillsI stopped manually spot-checking skill edits and moved to a fixed eval loop. The result was faster revisions, clearer failures, and more trustworthy agent behavior.
- How to extend the Daily plugin for Bubble with meeting session infoA step by step tutorial of extending the Daily plugin for Bubble with additional meeting session information
- How to set up a Zapier app with the platform CLILearn how to set up Zapier apps with the platform CLI
- How to set up an Adalo componentExplore our guide on setting up your development environment for an Adalo component. This concise tutorial provides you with the essential steps to prepare your workspace, ensuring a seamless start to your Adalo development journey.
- How to test an Adalo component in a React Native environmentDiscover how to test Adalo components in a React Native environment
- How to turn a target account list into outreach-ready leads with a browser agentRecently, I shared how I built a target account list with a browser agent. This follow-up shows how I turned that one-time list into a repeatable enrichment workflow I can trust for outreach.
- How to understand OAuth in 5 stepsIf your product connects with platforms like DocuSign, Google, or Notion, OAuth is the protocol that makes secure integrations possible. It allows apps to access user data from other platforms without requiring passwords to be shared. Here's how it works in 5 steps.
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2 terms- Make Background Coding Agents Actually Work For YouBackground coding agents are finally affordable and accessible, but most still produce low-quality output. The issue isn’t the models — it’s the missing context. In this post, I share how adding a simple swarm.notes.md file to every repo turned my AI agents into actual contributors, not cleanup jobs.
- Nailing Credential Validation for a Smoother Integration UXBuilding integrations? Don't let incorrect credentials trip up your users! Learn how to validate credentials effectively to keep your integration experience smooth and frustration-free.
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3 terms- PailFlow is now sponsored by E2B for StartupsPailFlow is sponsored by E2B for Startups. Here is what that support unlocks for our agent infrastructure and delivery workflows.
- Polling vs webhooks for Zapier appsLearn about two different approaches to creating triggers in Zapier apps
- Project scope process: how I cut rewrite loops in complex client deliveryMy project scope process kept breaking when I treated scoping as "inputs in, draft out." This post explains the stage-gated method I now use to separate thinking from writing and produce more reliable client-ready artifacts.
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11 terms- Setting up Webflow’s hybrid app example locally with NgrokLearn to set up Webflow’s hybrid app with Ngrok
- Start With Schedule-Based Work Before Agent SwarmsThere is a lot of noise around self-flying agent systems right now. I got faster, cleaner leverage by scheduling repeatable work first and reviewing outputs on cadence.
- Stop writing style prompts and install a style system that can be trustedI stopped trying to prompt my way to consistent writing and moved style into a reusable system artifact. The result is faster first drafts that sound like me without daily prompt tuning.
- Templates as an experiment to shorten time to valueTemplates accelerate user success by showcasing real-world use cases and reducing setup time for dev tools.”
- The Building Blocks of AI Agent SystemsI simplified my stack into clear building blocks so commands, skills, subagents, question gates, and review inboxes work as one system instead of disconnected prompts.
- The head chef model of AI collaborationThe Head Chef Model reframes how to work with AI. Not as a manager, intern, or copilot, but as a hands-on creative lead. You stay in the kitchen, guiding taste, timing, and vision while AI handles execution. The more fluent you are in your craft, the better you can shape what AI produces.
- The hidden lever that makes AI agents actually usefulAfter building my own AI swarm for over a year, I realized the most important variable is the trigger. In this post, I break down how to design agent execution loops that actually get things done, without needing constant attention.
- Twilio Video Chat Alternative for Bubble: Switch to Daily’s Video PluginExplore an alternative to Twilio Video Chat for Bubble with the Daily Video Conferencing Plugin, offering video chat, screen sharing, breakout rooms, and live streaming without custom code. Learn how to migrate from Twilio Video and set up Daily for your Bubble app.
- Understanding embedded iPaaS and key providersLearn more about embedded iPaaS, discover top providers and understand how they help you accelerate your integration roadmap
- Understanding unified APIs and key providersLearn more about Unified APIs, discover top providers and understand how they help you accelerate your integration roadmap
- Use AI evals to take the guesswork out of prompts and instructionsEvals are the key to making your AI systems more consistent and reliable. Learn how to use them to refine your AI workflows with less trial and error.
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4 terms- What is an llms.txt and how do you write one?An llms.txt file gives AI systems a clean source of truth about your product. This guide explains what it is, why it matters, and how to write one using the exact structure from PailFlow.
- Why Slack is my Agent Swarm’s command centerSlack’s flexibility and integrations make it the perfect home for my AI agent swarm.
- Working with “virtual” data types in BubbleA guide to virtual data types in Bubble
- Write better instructions to turn AI agents into reliable teammatesClear and precise instructions are the key to turning AI agents from frustrating failures into reliable productivity boosters. Learn how to write instructions that make your Ai agents smarter and more reliable
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2 terms- Your agent needs a diffCoding agents work because they show you exactly what changed. That same pattern needs to exist for every kind of knowledge work agents touch.
- Your instructions are probably a mess. Mine were too. XML fixed it.Most AI agents break because their instructions are too long, too vague, or too human. I used to write like that too — until I switched to XML and finally got the control I needed.