Workflows
Step-by-step execution systems.
Find step-by-step ways to automate tasks, build AI systems and streamline business processes. Each workflow connects the problem, the approach and the tools or prompts involved.
AI Agent + Web3 Execution
Give an AI agent on-chain capability safely: read freely, propose openly, and sign only inside hard-coded limits.
AI Agent Monitoring System
Track agent runs, failures, cost, and review queues from one operational surface.
AI Content Factory: One Topic to Ten Assets
Convert a single topic into a full multi-channel content drop.
AI CRM Enrichment on Every New Lead
Every new lead gets automatically enriched with firmographics, LinkedIn and intent signal.
AI Crypto Research Workflow
A repeatable research loop: turn a question into market data, on-chain evidence and a written risk view before any position is considered.
AI Customer Onboarding Flow
Walk every new user through activation with an AI guide.
AI Daily Standup Digest
Auto-generate a team standup from yesterday's Linear, GitHub and Slack activity.
AI Invoice & Receipt Processing
Auto-extract, classify, and book inbound invoices.
AI Market Research Report in One Afternoon
From blank page to sourced, structured 20-page market report in ~4 hours.
AI Meeting Intelligence Workflow
Convert meetings into decisions, tasks, risks, and follow-up briefs automatically.
AI Operations Alert Triage
Classify operational alerts, identify likely causes, and route fixes automatically.
AI Outbound at Real-Person Quality
500 outbound emails/day that don't feel like slop, thanks to per-lead research.
AI Reporting Dashboard Workflow
Generate weekly business reports from operational data with AI commentary.
AI Risk Assessment Workflow
This workflow systematically identifies, analyzes, and evaluates potential risks associated with the development and deployment of Artificial Intelligence systems, guiding mitigation strategies.
AI Search Ranking Audit
An AI Search Ranking Audit evaluates digital content and technical infrastructure to identify strengths and weaknesses in its ability to be accurately discovered, understood, and ranked by generative AI systems.
AI SEO Cluster Builder
Create a structured topical map from keywords, SERPs, and internal knowledge nodes.
AI Slack Digest for Busy Teams
Ship a morning digest of what mattered in Slack yesterday.
AI Token Research Workflow
Screen a token in under 30 minutes: contract facts, liquidity structure, holder concentration and a written risk verdict.
AI Trading Assistant Workflow
Use AI to research, structure and pressure-test a trade plan, keeping approval and execution firmly human.
AI Voice Agent Onboarding Automation
This workflow outlines how an AI voice agent can automate parts of the customer or employee onboarding process, providing personalized instructions, answering FAQs, and collecting initial data. It improves efficiency and ensures a consistent onboarding experience.
AI Voice Agent Patient Intake
This workflow details using an AI voice agent to automate initial patient intake processes in healthcare, including collecting demographic information, symptom pre-screening, and scheduling appointments. It streamlines administrative tasks and improves patient flow.
AI-Generated Programmatic SEO Pages
Spin up hundreds of long-tail landing pages from a single data source.
AI-Powered Inbox Triage
Classify, draft and route every incoming email so you only see what needs you.
AI-Powered Newsletter System
From topic curation to scheduled send, fully assisted by AI.
Analyze A Wallet With AI
Turn a raw transaction history into a readable profile: strategy, holding periods, risk behaviour and realised performance.
Audit MCP Tool Security
A checklist that catches the failure modes unique to model-driven tool calls.
Automate a Portal That Has No API
Use a browser agent where integration is impossible — without daily breakage.
Automate Agent Task Delegation
This workflow automates the process of an initiating AI agent delegating a complex task to a specialized recipient AI agent using a standardized Agent-to-Agent (A2A) protocol, ensuring efficient task handoff and execution. It streamlines multi-agent collaboration for defined objectives.
Automate Competitor Analysis with AI Browser
This workflow uses an AI browser to autonomously collect and analyze data from competitor websites, providing real-time insights into pricing, features, and marketing strategies. It streamlines market intelligence gathering by automating repetitive web interactions.
Automate Document Intake End-to-End
From inbox to validated record with humans only on exceptions.
Automate Invoice Extraction to Sheets
Turn PDF invoices into structured rows without a bookkeeper.
Automate Repetitive Ops Work With a Computer-Use Agent
Replace 5 hours/week of tab-switching with a supervised computer-use agent.
Automate Repetitive Web3 Actions
Replace manual claims, approvals and rebalances with scoped automations that cannot spend more than you allowed.
Automated Competitor Research
From a product description to a structured competitor matrix in under 10 minutes.
Automated Crypto Alerts
Define the conditions that would change a decision, monitor them automatically, and receive one clean notification instead of watching charts.
Automated DCA Workflow
Set a recurring buy schedule that runs without your attention, with sizing and frequency chosen so fees stay negligible.
Automated GitHub Issue Triage
Label, prioritize, and route incoming issues without a maintainer.
Automated Internal Linking
Auto-suggest 3-5 internal links per new article based on semantic match.
Automated Lead Qualification & Outreach
Score every new lead and trigger personalized outreach in minutes.
Autonomous QA Testing
This workflow utilizes AutoGen to create a multi-agent system that autonomously generates test cases, executes them, identifies bugs, and suggests fixes for software applications, enhancing development efficiency.
Build a Multi-Agent Content Team
Researcher, writer and editor agents under a supervisor, producing publishable drafts.
Build a Research Automation Pipeline
Question in, sourced structured brief out — on a schedule.
Build a Test Suite for a Non-Deterministic AI Feature
Grade probabilistic output without brittle snapshot tests.
Build a Tier-1 Customer Support Agent
An agent that handles common tickets end-to-end and hands off the rest.
Build AI Voice Agent Customer Support
This workflow outlines the steps to develop and deploy an AI voice agent for automated customer support interactions, from intent recognition to natural language response generation. It aims to reduce agent workload and improve response times for common queries.
Build an AI Code Review Loop
Catch what agents get wrong before a human reads the PR.
Build an Eval Suite Before Optimising Prompts
Stop guessing whether a change improved anything.
Build an Internal Knowledge Bot
Ship a Slack bot that answers questions from your company docs.
Build an MCP Server for Your Internal Data
Expose one internal data source to every AI client via the Model Context Protocol.
Build an MCP Server for Your Own App
Expose your product's capabilities to every AI client with one server.
Build An On-chain Alert System
Assemble a monitoring pipeline that watches addresses, tokens and contracts and delivers deduplicated, contextual alerts.
Bulk Meta Description Generator
Fix thin or missing meta descriptions across an entire site.
Bulk Product Description Generator
Generate SEO-optimized descriptions for thousands of SKUs in hours.
Changelog to Newsletter Automation
Turn shipped-feature notes into a monthly customer newsletter.
Cold DM Personalization at Scale
Send DMs on X or LinkedIn that read like they were hand-written.
Compare DEX Prices And Routes
Find the genuinely best execution for a swap by comparing net output after slippage, fees and gas across venues and chains.
Competitor Price Monitoring
Track competitor pricing pages daily and alert on changes.
Connect MCP to Internal Systems Without Losing Control
Give agents real access to your CRM, database and docs with least privilege.
Context Window Optimization Workflow
This workflow outlines steps to optimize the information fed into an LLM's finite context window, ensuring maximal relevance and efficiency while managing token limits.
Continuous AI Competitor Monitoring
Track competitors' pricing, features, content and hiring in near-real-time with an AI digest.
Copy Trading Workflow
Copy a wallet with explicit filters and hard risk limits, treating it as one input among several rather than delegation of judgement.
Create a Faceless YouTube Channel With AI
How to plan, produce and publish a faceless channel using AI tools while keeping the content original enough to grow.
Crypto Portfolio Monitoring
Aggregate positions across wallets and chains, compute real exposure, and alert on drift instead of checking balances manually.
Customer Feedback Intelligence System
Turn support tickets, calls, reviews, and surveys into product signals.
Cut Agent Costs by 60% Without Losing Quality
A measurable cost-reduction pass for any agent already in production.
Cut LLM Inference Costs
A step-by-step method to reduce model spend without degrading output quality.
Data Residency Audit Workflow
This workflow details the systematic steps for auditing an organization's data storage and processing locations to verify compliance with various data residency regulations.
Debug with Terminal Coding Agent
This workflow guides developers on using a terminal coding agent to diagnose and suggest fixes for code errors. It involves providing error messages and code snippets to the AI for efficient, in-terminal debugging assistance.
DeFi Yield Research Workflow
Evaluate a yield opportunity by decomposing where the return comes from and what has to break for it to disappear.
Design Agent-to-Human Escalation
A handoff contract that gives humans everything they need in one screen.
Design an Agent Architecture Before Writing Code
A one-page design process that prevents the most expensive agent rebuilds.
DEX Trading Workflow
Execute an on-chain swap deliberately: research, liquidity check, route comparison, sized order, then position monitoring.
Dia: Automate Customer Support Research
This workflow utilizes Dia, an AI browser, to automate information gathering for complex customer support inquiries by searching across internal knowledge bases and external documentation. It reduces agent resolution time and improves consistency in responses.
Dynamic Context Insertion Workflow
This workflow details how to dynamically inject context-specific information into LLM prompts based on user queries or application state, improving response accuracy and relevance.
Harden an AI System Against Injection and Misuse
Architectural controls that survive a manipulated model.
Hire an AI Employee (Role, Tools, KPIs)
Treat the agent like a hire: job description, onboarding, probation, review.
How to Build an AI Content System
A repeatable pipeline that turns one input into publish-ready content across every channel.
How to Build and Launch a SaaS With Vibe Coding
From spec to paying customers: auth, database, payments and launch with an AI builder.
How to Create a Website with AI
Go from idea to a live, custom-domain website in one afternoon using AI builders.
How to Start a Niche Website with AI
Pick a niche, validate demand, build the site, and publish ranking content using AI end-to-end.
How to Vibe Code an Internal Business Tool
Replace spreadsheets with a custom internal app built by prompting.
How to Vibe Code an MVP in a Weekend
A step-by-step path from idea to a live, shareable MVP using an AI app builder.
LinkedIn Content Engine for Founders
Ship 5 high-signal LinkedIn posts a week from raw insights.
Long-Form → Social Repurposing Pipeline
Turn one long piece into a week of social content automatically.
Make Short-Form Videos With AI (TikTok, Reels, Shorts)
A repeatable process to go from idea to a posted 30–60 second vertical video using AI for script, voice, visuals and captions.
Monitor an AI System in Production
See quality, cost and failure drift before your users report it.
Monitor Liquidity
Watch the pools you depend on for exit liquidity, so a position becomes unexitable only in theory, not by surprise.
Multi-Agent Code Review
This workflow details how AutoGen can orchestrate a team of AI agents to perform autonomous code reviews, identify issues, and suggest improvements, enhancing code quality and accelerating development cycles.
Multi-Agent Customer Support
This workflow outlines how CrewAI can be used to build a multi-agent customer support system that automates inquiry routing, resolution, and escalation, improving response times and customer satisfaction.
Multi-Turn Context Management Workflow
This workflow manages conversation history and other dynamic context in multi-turn interactions with LLMs, ensuring coherence and relevance over extended dialogues.
Personal Research Assistant Workflow
A repeatable system to research any topic deeply in under 30 minutes.
PII Data Redaction Workflow
This workflow outlines the systematic process for identifying, extracting, and redacting Personally Identifiable Information (PII) from unstructured and structured data sources to ensure data privacy and compliance.
Podcast → Article + Clips + Newsletter Pipeline
One podcast episode becomes an SEO article, 5 short-form clips and a newsletter — all AI-assisted.
Podcast to Viral Clip Generator
Auto-extract 5-10 short clips per episode ready for TikTok, Reels, Shorts.
Product Changelog → Marketing Assets
Every merged PR that ships a feature auto-generates a changelog entry, tweet, and email blurb.
Programmatic Landing Page Generation
Generate hundreds of long-tail landing pages from a data table.
Prompt Library Operations
Version, evaluate, and reuse prompts as operational assets rather than loose text snippets.
RAG Content Ingestion Pipeline
Convert messy docs into searchable, cited knowledge chunks for AI systems.
Receipt Photo to Sheets
Snap a receipt, get a row in your expenses sheet in seconds.
Red Team an AI App
A repeatable process for attacking your own AI product before launch.
Reduce Agent Context Window Costs
This workflow details methods to minimize the token count within an AI agent's context window, directly reducing LLM API costs.
Repurpose a Long Video Into Shorts With AI
Turn one podcast, webinar or stream into a week of captioned vertical clips.
Review Aggregation & Insight Pipeline
Turn scattered reviews into a monthly product-feedback report.
Route Requests Between Models
Send each request to the cheapest model that can handle it, escalating only when needed.
RSS to Social Auto-Poster
Publish curated links with AI commentary across X and LinkedIn.
Run a Coding Agent on a Real Codebase Safely
Give an agent write access without letting it wreck main.
Run an LLM Locally
Set up a private, offline language model on your own computer in under an hour.
Secure Agent Micropayment Processing
This workflow outlines the steps for an AI agent to securely initiate, authorize, and execute a micropayment transaction for a service or resource obtained from another agent or system. It ensures financial integrity and accountability in agent interactions.
Secure Terminal Agent Execution
This workflow details how to safely execute AI-generated commands and scripts from a terminal coding agent, mitigating risks associated with arbitrary code execution and sensitive data access. It emphasizes a human-in-the-loop approach.
SEO Content Brief Generator
Turn a keyword into a data-backed brief a writer can execute in one sitting.
Setup Terminal Coding Agent
This workflow outlines the steps to set up and configure an AI coding agent that operates directly within a terminal environment. It enables developers to use AI for coding tasks without leaving their command-line interface.
Ship an Autonomous Workflow Safely
Move an automation from human-triggered to autonomous without losing control.
Smart Money Tracking Workflow
Build a curated wallet watchlist, monitor it for meaningful trades, and use alerts as research triggers rather than buy signals.
Stablecoin Web3 Workflow
Move stablecoins into self-custody and use them across Web3 applications without losing track of chain, version or exposure.
Telephony AI Voice Integration
Telephony AI Voice Integration is a workflow that connects AI voice agents with traditional phone systems to automate customer interactions, providing scalable and efficient support.
Track A Whale Wallet
Monitor a single large address correctly: separate real position changes from custody moves before drawing any conclusion.
Translate and Dub Videos With AI
Publish the same video in several languages with AI translation, voice dubbing and optional lip-sync.
Turn Deep Research Into a Weekly Executive Brief
Use an AI Deep Research agent every Monday to produce a cited market brief in 20 minutes.