
Semiotics - A Future of Observability we are yet to see with William Louth
From PurePerformance by PurePerformance
January 5, 2026 · 53 min · Episode 250
About this episode
William Louth discusses the future of observability and the importance of meaning-making in intelligent systems.
How many people have you met that implemented distributed tracing in the early 2000s? Make it one more after you have tuned into our latest podcast with William Louth. William, who can't seem to escape the observability space even though he keeps trying, has a track record in the space. He is an innovator and tool builder and is currently reimagining intelligent systems by shifting the focus from data collection to meaning-making. In our conversation we learn about situational awareness and how systems should use symbols to show their current state by also taking into account everything they are aware of happening in their ecosystem. This podcast episode has been long overdue and opens a fascinating new world beyond metrics, logs and traces! Links discussed Williams LinkedIn: https://www.linkedin.com/in/william-david-louth/ Humainary Research: https://humainary.io/research/ Humainary GitHub: https://github.com/humainary-io Serventis Signs: https://raw.githubusercontent.com/humainary-io/substrates-api-java/refs/heads/main/ext/serventis/SIGNS.md
People in this episode
Guest: William Louth
Topics covered
- observability
- distributed tracing
- intelligent systems
- situational awareness
- data collection
- meaning-making
Keywords
- observability
- distributed tracing
- intelligent systems
- situational awareness
- data collection
- metrics
- logs
- traces
Mentioned in this episode
Organizations: Humainary, Serventis, GitHub, LinkedIn
More episodes of PurePerformance
- Beyond the Hype: Open Source, Observability, and Finding Your AI Breakthrough · June 8, 2026 · 34 min
- 8 Factor Producers to Scale Platform Engineering in an AI-First world with Abby Bangser · May 25, 2026 · 35 min
- Observability in the AI‑Native Era with Hilliary Lipsig and Rob Rati · May 11, 2026 · 52 min
- Don't babysit your AI Agents to keep them on track with Lukas Holzer · April 27, 2026 · 39 min
- From Bowling Lanes to AI Lanes: Chris LaBrado on MDCD and the AI Interface Era · April 13, 2026 · 54 min
- AI-Ready Codebases: Engineering Discipline for Agentic AI with Adam Tornhill · March 30, 2026 · 53 min
Explore listener stats, chart rankings, contacts and more on the PurePerformance podcast page.