Tool Stacks
Systems of tools working together.
Agent Architecture Stack
The minimum tooling to design, run and observe a production agent.
Agent Economics Observability Stack
This stack provides tools to monitor, analyze, and optimize the economic performance of AI agents, focusing on token costs, performance, and ROI.
Agent Research Stack
Web-search-enabled agent for autonomous research tasks.
AI Automation Operator Stack
The default toolset for one operator running multiple AI-powered business workflows.
AI Community + Newsletter Stack
Run a paid community + newsletter at 10k subs with one operator.
AI Compliance Monitoring Stack
This stack provides a set of tools and technologies for continuously monitoring AI systems to ensure ongoing adherence to regulatory requirements like the EU AI Act and data privacy laws.
AI Cost Optimization Stack
This stack provides tools and services for monitoring, analyzing, and controlling the operational costs associated with AI agent deployment and LLM usage.
AI Employee Stack
Everything a role-owning agent needs: knowledge, tools, memory and reporting.
AI Marketing Ops Stack
The control center for an AI-augmented marketing team of one to five.
AI Newsletter Automation Stack
Run a weekly newsletter with one operator and one review session.
AI Observability Stack
Traces, cost, evals and quality drift for AI systems in production.
AI Ops Observability Stack
Monitoring layer for agent runs, workflow health, cost, errors, and review queues.
AI Research & Knowledge Stack
Default toolset for analysts, founders and creators doing deep research with AI.
AI SDR & Outbound Sales Stack
Stack that runs lead enrichment, scoring, and personalized outreach end-to-end.
AI Security Stack
Least-privilege tooling, approval gates and audit trails for agentic systems.
AI Support Agent Stack
Tier-1 support handled by an AI agent grounded on your docs, with human handoff.
AI Testing Stack
Test deterministic code and probabilistic AI output in one pipeline.
AI Voice Agent Development Stack
This stack outlines essential technologies and tools for building and deploying AI voice agents, encompassing speech processing, natural language understanding, and conversational AI frameworks. It provides a foundation for creating intelligent voice interfaces.
AI Voice Assistant Stack
This stack outlines the core technologies for building personal or enterprise AI voice assistants, integrating components for speech recognition, natural language processing, and task execution. It supports intelligent, conversational interfaces for various applications.
AI Website Builder Stack
Ship a production website end-to-end with AI — code, hosting, content and analytics.
AI-Powered Agency Ops Stack
Run a 10-person agency with the operational overhead of a 3-person team.
AutoGen Agent Research Stack
This stack outlines the core components for building an autonomous research agent system using AutoGen, focusing on dynamic information retrieval, analysis, and report generation.
Autonomous Operations Stack
Run autonomous workflows with approvals, audit trail and a kill switch.
Browser Automation Stack
Run browser agents on a schedule with credentials, retries and screenshots.
Coding Agent Stack
Run coding agents with executable feedback and reviewable diffs.
Community Manager AI Stack
Run an active community (Discord/Slack/Circle) with 1 CM + AI.
Course Creator Stack
Design, produce, and sell a cohort or self-paced course.
Customer Voice Intelligence Stack
Collects and synthesizes customer feedback across support, calls, reviews, and surveys.
Data Analyst AI Stack
Ship analysis 5x faster with a solo analyst + LLM tooling.
Data Residency Enforcement Stack
This stack outlines the essential tools and practices for enforcing data residency policies within an organization, particularly for cloud-based data storage and processing.
Document AI Stack
Turn PDFs and scans into validated records with a human exception queue.
Ecommerce Ops AI Stack
Automate the boring 80% of running a Shopify store.
Freelance Ops Stack
Freelancer running proposals, contracts, invoicing, and delivery solo.
Indie Hacker MVP Stack
Ship a monetizable web MVP in a weekend, alone.
Indie SaaS Launch Stack
Everything a solo founder needs to ship and monetize a SaaS in weeks.
Internal Ops Agent Stack
Tool-calling agent stack for internal triage, routing, research, and operations.
Knowledge Graph Stack
Relationship layer that maps concepts, workflows, prompts, tools, and cases.
LinkedIn Ghostwriter Stack
Ghost-write LinkedIn for 5-10 founders at once without losing their voice.
LLM Context Management Stack
A technology stack for effectively managing and optimizing the context provided to large language models, ensuring efficient, relevant, and cost-effective operations.
Local SMB AI Stack
Small local business running marketing + ops with 1 person + AI.
Low-Cost RAG Stack
This stack combines open-source and cost-efficient components to build a Retrieval-Augmented Generation (RAG) system with minimized operational expenses.
MCP Integration Stack
Build, deploy and secure MCP servers that real AI clients can use.
Meeting Intelligence Stack
Transcription, extraction, task routing, and knowledge updates for meetings.
Multi-Agent Orchestration Stack
Tooling for coordinating several specialised agents with reliable handoffs.
Multi-Agent Orchestration Stack (CrewAI)
This stack outlines the essential components for deploying a robust multi-agent system using CrewAI, focusing on agent definition, tool integration, and monitoring for collaborative task execution.
No-Code Automation Stack
The default toolset for an operator running business workflows without engineers.
Programmatic SEO Stack
Ship 10k structured pages ranking on long-tail keywords, run by a single person.
RAG Context Enrichment Stack
A technical stack designed to enrich the contextual data provided to a Retrieval Augmented Generation (RAG) system, improving the quality and depth of LLM responses.
RAG Starter Stack
Minimum viable stack to ship a production RAG chatbot.
Real Estate Agent AI Stack
Solo agent handling 5x the leads with automation.
Research Automation Stack
Search, fetch, extract and synthesise sourced briefs on a schedule.
SEO Intelligence Stack
Keyword clustering, SERP analysis, content briefs, and internal linking for authority systems.
Solo Content Creator Stack
End-to-end AI stack for one operator running a multi-channel content engine.
Solo Founder Daily AI Stack
The 6-tool stack a solo founder actually uses every day — no fluff.
Solo Market Researcher Stack
One person running weekly market intel across 20+ companies.
Technical Writer AI Stack
Docs, changelogs, and dev-facing content shipped by one writer + AI.
TikTok / Shorts Content Stack
Ship 5-10 short-form videos per week with one operator.
YouTube Automation Stack
End-to-end stack for a faceless or personal YouTube channel.