News &
Insights.
Discover ideas, updates, and expert perspectives on the technologies shaping the future of intelligent systems and enterprise AI.
Agents Don’t Break. They Misbehave.
Why agent verification needs a third category Last July, Replit's coding agent was eight days into a twelve-day experiment with the SaaStr founder Jason Lemkin. An explicit code freeze was in place. The agent ran…
10 Langfuse Alternatives for AI Agent Testing and Eval (2026)
Quick Summary Langfuse alternatives address gaps or limitations teams encounter with Langfuse’s strong open-source observability platform. If you’re after…
Langfuse vs LangSmith (2026): Cost, Features & Honest Verdict
Quick Summary Langfuse vs LangSmith explores how they each approach tracing, evaluation, and prompt management for LLM applications. Langfuse is open-source…
Calum on the Tom Zachar podcast
Calum Chace on Tom Zachar's podcast discussing super intelligence, consciousness, and what Conscium is actually testing.Calum Chace spent thirty years in…
AI Agents Functional and Non-Functional Testing
AI Agent Functional and Non-Functional Testing Software vocabulary can be extremely confusing. The difference between functional and non-functional testing is…
Chief VerifyAX Officers
Why the world needs more Chief VerifyAX OfficersNot as a job title. As a mindset. Someone in every organisation deploying AI agents should be asking one…
Why Your AI Agents Need Agent Verification
Across sectors, teams are now wiring AI systems
When AI Agents Go Wrong
AI agents are software systems that take actions in the world rather than simply answering questions. They are moving into production faster than the…
There’s No Such Thing as AI Ethics
Over the past few years, something curious has happened. A new professional class has emerged - the AI Ethicist. LinkedIn profiles have been…
Why Shadow AI is a C-Suite Problem - and opportunity
Something remarkable is happening inside every large organisation right now. Employees - without being asked, without being trained, without being given…
How to test AI agents before deployment
How to test AI agents before deployment To test an AI agent before deployment, place it in a sandboxed simulation that mirrors its real operating environment,…
The Critical Need for AI Agent Verification Before Deployment
You Wouldn't Ship Code Without Testing It. So Why Are You Deploying Agents Without Verifying Them? The enterprise software industry learned this lesson…
