Systems | Development | Analytics | API | Testing

Ep 38 | Governing the Future of AI with Ayesha Khanna

A city can’t be smart if its systems don’t serve its citizens. Ayesha Khanna, AI advisor, entrepreneur, and CEO of Addo, joins The AI Forecast to explore how AI is reshaping the cities we live in and the lives we lead within them. She and host Paul Muller dive into the intersection of AI and urban development, where infrastructure, governance, and personalization come together to elevate the quality of life. They discuss the real-world challenges of deploying innovative city technologies, the critical role of data management, and how AI can expand access to services like education and healthcare.

LinkedIn Is a Revenue Channel (If You Know What to Look For) - with Brendan Hufford

Is LinkedIn really just a vanity channel? Brendan Hufford doesn’t think so. In this episode of Move the Needle, Brendan – founder of @GrowthSprints and SaaS growth advisor – shares how he uncovered a direct correlation between LinkedIn impressions and revenue. He breaks down how he ran the experiment, what tools he used, and why more GTM leaders should stop obsessing over perfect attribution and start looking for meaningful correlations across channels.

Comparing MCP (Model Context Protocol) Gateways

The rise of Model Context Protocol (MCP) has given AI agents and large language models (LLMs) a standardized way to talk to external tools, APIs, and data sources. In theory, it solves the messy integrations and custom connectors that have slowed down real-world agent adoption. A clean protocol should mean smooth interoperability. However, we’re observing certain patterns of fragmentation. Each MCP server runs in isolation. Agents have to handle multiple connections.

You Might Be Doing API-First Wrong, New Analyst Research Suggests

Ever feel like you're fighting an uphill battle with your API strategy? You're building APIs faster than ever, but somehow everything feels harder. Wasn’t API-first supposed to make all this easier? Well, you're not alone. And now industry analysts are noting it as well. New Gartner research on successful API-first integration just came out, and it validates something we've been saying for a while: many organizations are fundamentally misunderstanding what API-first actually means. The result?

Why CFOs Can't Ignore AI Auditability | Human-in-the-Loop Explained

Can you explain how your AI reached its financial conclusions? If not, you may be facing serious compliance risks. In this quick breakdown, Martin Baker, Product Marketing Lead for AI solutions at insightsoftware, explains why “black box” AI is becoming a liability in the boardroom and how human-in-the-loop design creates accountability and protects CFOs from Sarbanes-Oxley violations.

Why QA Must Be Involved at the Decision Table?

QA has long been seen as the final step before release. A gatekeeper. A checklist item. But today’s product velocity and user expectations have changed the game. QA is no longer a stop sign. When done right, QA shapes outcomes across the business. It helps teams release faster, catch issues earlier, and align quality with customer needs. In this article, we’ll show you: Let’s get started.

Test Documentation: Importance, Types, and Best Practices

Test Documentation is the backbone of a reliable testing process. It shows how you plan testing and how you record results. In this article, you will learn the essentials of Test Documentation, the importance of test documentation for your releases, and the test documentation best practices that raise quality. We keep things simple and useful. You get examples and steps that you can apply today. Let's dive in!

Cypress Testing: A Comprehensive Guide For Automated Front-End Testing

In today’s rapid web development, faultless user experience is a requirement. Old school test tools tend to come up short with slow speeds, flakiness, and complicated setups. Cypress testing is a new-generation testing framework designed for the web with fast, predictable, and delightful testing for end-to-end, UI, and component-level tests – all in a browser-native context.

Data integrity: The missing link in public sector modernization

At a recent gathering of public sector data leaders, the conversations didn’t revolve around which artificial intelligence tool is fastest or how to adopt zero trust frameworks. They focused on something far more foundational: trust. Specifically: Can we trust our data? At the CDAO Government event, federal and state agency leaders focused on the truth behind effective decision-making and efficient public service delivery: governance only works if the data is complete, accurate, and ready for use.