Signals

Deep insights on AI, technology, and the music industry in the digital age.

March 17, 20263 min read

I Broke All Our AI Agents for Two Weeks. Here's What We Built Back.

Since late January, my team and I have been building AI agents that are transforming how we operate at Codistry. Six agents, each with a role, a personality, and access to our real systems. Then I pushed an update that broke all of them for two weeks.

January 28, 20263 min read

OpenClaw: The Open-Source AI Agent Framework Changing the Game

OpenClaw is emerging as a powerful open-source framework for building AI agents. Here's why developers and enterprises are paying attention, and how it compares to proprietary alternatives.

Data Science

January 20, 20263 min read

Data Science in 2026: From Analysis to Automated Intelligence

The data science landscape has fundamentally shifted. Machine learning pipelines that took months now deploy in days. Here's what's changed, what still matters, and how to stay ahead.

Vibe Coding

January 15, 20263 min read

Vibe Coding: AI-Assisted Development Is Changing How We Build Software

A new development paradigm is emerging: 'vibe coding'—collaborating with AI to build software through natural conversation rather than line-by-line syntax. Here's what it means for developers and organizations.

Cybersecurity

January 10, 20263 min read

Cybersecurity in the AI Era: New Threats, New Defenses

AI is transforming both sides of cybersecurity—enabling more sophisticated attacks while creating powerful new defensive capabilities. Here's what organizations need to know.

Technology

January 5, 20263 min read

2026: Challenges, Growth, and the Road Ahead

2025 was a year of transformation unlike any other. From navigating seismic technology shifts to embracing uncomfortable opportunities, last year tested resilience and rewarded those bold enough to adapt. Here's what I learned helping 20+ organizations navigate these waters—and what it means for 2026.

September 14, 20254 min read

How AI Is Changing Business Operations

AI is no longer a futuristic concept reserved for tech giants. It's here, woven into everything from our phones to enterprise workflows, fundamentally reshaping how businesses operate. But between the hype and the reality lies a crucial gap—understanding where AI creates genuine leverage versus where it's just expensive novelty. Here's a practitioner's guide.

Transformation

August 20, 20255 min read

IT Transformation: Beyond the Buzzword

Digital transformation has become one of the most overused—and misunderstood—phrases in business. Every vendor promises it. Every consultant sells it. Yet most organizations that attempt it fail to capture meaningful value. After leading transformations across healthcare, fintech, and government sectors, here's what actually works.