TIPS AND BEST PRACTICES

Building the Future with AI: How Spiral Scout Is Reimagining Self-Building Software
In a world where AI is reshaping the way software is created, deployed, and maintained, the question is no longer if we should integrate AI—but how. At Spiral Scout, that “how” is being answered with an ambitious, intelligent shift in direction: transforming Wippy from a powerful, agentic AI platform into the core of a new […]

Editor’s pick

Self-Modifying AI Agents: The Future of Software Development

Most of us see and read about the breakneck speed at which the landscape of artificial intelligence and software development has evolved. Most likely, you are dizzy from all the news and releases. Well, today we will describe a new approach that is emerging—one that leverages AI and self-modifying coding agents which are capable of […]

Warning: Scammers Alert

Recently, our Spiral Scout support team has been receiving reports about fraudulent activities involving individuals or entities falsely claiming to represent Spiral Scout. These scammers are using our logo and registering similar domain names to deceive people and steal their money. Official Communication Channels To ensure your safety, please be aware of the following: Official […]

The Software Hack that Launched a Full-Service Digital Agency

John (left) and JD in New Orleans at our client, Unilog’s yearly conference. April 2019 In 2010, I was a first-time entrepreneur running a small e-commerce and digital asset management stock photography company, Cutcaster. Two years earlier, I left my job trading stocks on Wall Street. I wanted to follow my dreams of starting my […]

How To Use AI In Product Discovery

AI technology is advancing rapidly, and industries are increasingly exploring how to apply it to enhance their operations and services. At Spiral Scout, we are closely monitoring recent breakthroughs in machine learning, natural language processing, and computer vision. The impact of AI technology on marketing and sales has been revolutionary. With the advent of generative […]

Five Steps To Outsourcing Software Development: A Guide For Nontechnical Founders

How Non-Technical Founders Can Successfully Outsource Software Development This post originally appeared on Forbes. The global tech talent pool has never looked more attractive, especially as the demand for software developers continues its dramatic rise. In fact, according to the U.S. Bureau of Labor Statistics,  “Employment of software developers is projected to grow 24% from 2016 to 2026, […]

From Traditional to Trailblazing: How Shopify Headless Architecture is Changing Ecommerce

Headless architecture is a revolutionary software architecture that completely separates the frontend and backend of a web application. In modern e-commerce architecture, headless architecture empowers businesses to create an entirely customized and tailored frontend experience that truly reflects their brand without any limitations imposed by the backend platform. This means that businesses can use any […]

True Talent Hidden Behind a Developer’s Shadow

A Software Tester’s Experience By: Kseniya Yuk, QA Manager and Team Lead for Spiral Scout Most people, who enter IT, want to work at a well-known company, with a fast growing product and earn a high salary. They want the glory of being the developer on the front lines, interacting with upper management and being […]

How to Sell AI Features Inside Your SaaS Product
Why Wippy-Powered Agents Can Unlock New Revenue Streams for SaaS Without Rebuilding Your Stack
There’s a growing trend across SaaS companies: users are no longer just buying software, they’re expecting intelligent, responsive, and increasingly automated features right out of the box. Whether you’re in quoting, legaltech, e-commerce, or vertical SaaS, “AI-enabled” is becoming the new checkbox. But here’s the truth: building AI features in-house is expensive, requires a serious […]
Workflow Mapping for AI Agents A How To
How to Turn a Messy Business Process into a Working AI Agent (Without Writing Code)
Most companies we speak to don’t fail at implementing AI because the tech is bad. They fail because they try to automate a process that no one has actually written down and looked to decompose the steps. It’s such a common problem, but one that is so often overlooked. We spend a good amount of […]
Turning Messy Quote Packages into Structured AI Insights
Turning Messy Quote Packages into Structured AI Insights
For manufacturers responding to complex RFQs from major clients, quoting isn’t just about pricing—it’s about speed and accuracy, as well as surfacing cost improvement ideas before the window to act closes. The process is a balancing act, often very manual and grueling: massive spreadsheets, scattered documents, tribal knowledge locked in one person’s head, and last-minute […]
Dont Build an AI Agent Platform Use One
Don’t Build an AI Agent Platform. Use One.
You don’t need to be Palantir or build their software internally to get Palantir-level results. Section 1: Building AI Infrastructure from Scratch? Risky Move. Let’s be honest—there’s something appealing about building your own internal AI platform and owning it. It signals technical ambition. It promises “full control.” It looks great in an engineering roadmap. But […]
AI Agents Not Chatbots Why Structure Beats Conversation
AI Agents, Not Chatbots: Why Structure Beats Conversation
Most people’s first brush with truly using AI came through their use of ChatGPT—a helpful, reactive assistant you can talk to in plain English. We would all ask it a question, and get a pretty neat answer. Sometimes the experience was great. Sometimes weird or not what you would have expected. For casual use? It […]

Recent posts

How to Sell AI Features Inside Your SaaS Product
Why Wippy-Powered Agents Can Unlock New Revenue Streams for SaaS Without Rebuilding Your Stack
There’s a growing trend across SaaS companies: users are no longer just buying software, they’re expecting intelligent, responsive, and increasingly automated features right out of the box. Whether you’re in quoting, legaltech, e-commerce, or vertical SaaS, “AI-enabled” is becoming the new checkbox. But here’s the truth: building AI features in-house is expensive, requires a serious […]
Workflow Mapping for AI Agents A How To
How to Turn a Messy Business Process into a Working AI Agent (Without Writing Code)
Most companies we speak to don’t fail at implementing AI because the tech is bad. They fail because they try to automate a process that no one has actually written down and looked to decompose the steps. It’s such a common problem, but one that is so often overlooked. We spend a good amount of […]
Turning Messy Quote Packages into Structured AI Insights
Turning Messy Quote Packages into Structured AI Insights
For manufacturers responding to complex RFQs from major clients, quoting isn’t just about pricing—it’s about speed and accuracy, as well as surfacing cost improvement ideas before the window to act closes. The process is a balancing act, often very manual and grueling: massive spreadsheets, scattered documents, tribal knowledge locked in one person’s head, and last-minute […]
Dont Build an AI Agent Platform Use One
Don’t Build an AI Agent Platform. Use One.
You don’t need to be Palantir or build their software internally to get Palantir-level results. Section 1: Building AI Infrastructure from Scratch? Risky Move. Let’s be honest—there’s something appealing about building your own internal AI platform and owning it. It signals technical ambition. It promises “full control.” It looks great in an engineering roadmap. But […]
AI Agents Not Chatbots Why Structure Beats Conversation
AI Agents, Not Chatbots: Why Structure Beats Conversation
Most people’s first brush with truly using AI came through their use of ChatGPT—a helpful, reactive assistant you can talk to in plain English. We would all ask it a question, and get a pretty neat answer. Sometimes the experience was great. Sometimes weird or not what you would have expected. For casual use? It […]

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The 5 Misconceptions Killing Your AI Projects
The 5 Misconceptions Killing Your AI Projects
AI projects don’t fail because the models are bad. They fail because teams treat AI like a plugin instead of what it really is: a system. There’s a moment in every AI initiative—when the demo is working and expectations are sky-high—where things quietly break. It’s not the model. It’s the “last mile.” The workflows. The […]
Beyond AI Chat: How Wippy's Multi-Agent Framework is Transforming Intelligent Automation
Beyond AI Chat: How Wippy’s Multi-Agent Framework is Transforming Intelligent Automation
The introduction of large language models (LLMs) like ChatGPT and Claude, to name a few, has made artificial intelligence more accessible than ever, drawing interest from a wide range of industries we speak to daily. While these models are powerful, it is still pretty much accepted that they’re still far from achieving true artificial general […]
Building Collaborative, AI-Driven Knowledge Systems_ Use Cases and Insights
Building Collaborative, AI-Driven Knowledge Systems: Use Cases and Insights
Introduction The future of collaborative platforms lies in tools that transform raw, unstructured data into actionable knowledge. Whether managing investment records, financial data, or workflow automation, building intelligent systems requires leveraging modern AI agents, dynamic data flows, and knowledge graphs. Products like Wippy.ai empower businesses to organize, analyze, and automate these processes efficiently, enabling smarter […]
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