Chaos Doesn't Have to Win - Maintaining Order in the Midst of AI Change
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In this concise yet powerful episode of Developer Tea, host Jonathan Gattrell confronts the growing chaos in software engineering careers driven by rapid AI advancements, particularly agentic coding. He argues that while external change is inevitable, the role of senior engineering leaders is to actively resist chaos by cultivating order through consistent team ceremonies. Drawing on human cognitive science, he explains that repetition and ritual reduce cognitive load, enable better experimentation, and help teams detect meaningful anomalies. Rather than prescribing specific agile practices, Gattrell emphasizes the importance of regularity in team rituals—whether daily standups, weekly planning, or backlog refinement—as a foundational tool for clarity and growth. He frames these ceremonies not as rigid constraints but as living structures that ground teams in stability, allowing them to adapt purposefully rather than reactively in turbulent times.
Chaos is not the new norm—senior engineers must actively create order to maintain team effectiveness.
Ceremonies (regular, repeatable team rituals) reduce cognitive load and enable better decision-making.
Consistent patterns allow teams to isolate variables and measure real progress amid rapid change.
Human cognition thrives on repetition and pattern recognition—use this to your team’s advantage.
Ceremonies help detect anomalies by establishing a baseline for what 'normal' looks like.
The Rise of Chaos in Engineering
“Part of your job as a senior engineering leader is to make sure that chaos doesn't win.”
Humans Are the Constant in a Changing World
He emphasizes that while tools and technology evolve rapidly, human cognitive capabilities have remained largely unchanged for tens of thousands of years, making humans the enduring limiting factor—and the key to stability.
The Power of Ceremony in Team Processes
“I really am taking a strong stance on what specific processes people undertake... instead, what I am here to dictate is regularity of action.”
Ceremonies as a Foundation for Experimentation
“If you're hiring very rapidly and your company is adopting AI agentic coding at the same time and you see your productivity increase, which one is it?”
Creating Stability to Drive Growth
The episode concludes with a call to action: leaders should intentionally define and maintain team ceremonies to create a stable foundation that supports continuous improvement and resilience.
“Part of your job as a senior engineering leader is to make sure that chaos doesn't win.”
“If you're hiring very rapidly and your company is adopting AI agentic coding at the same time and you see your productivity increase, which one is it?”
“If most things were held constant, you have a higher likelihood of recognizing what exactly caused the blip on the radar.”
Host
Jonathan Gattrell
person
SERP API
organization
Developer Tea
media
agentic coding
other
Scrum
other
Kanban
other
NVIDIA
organization
Adobe
organization
Shopify
organization
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