Changelog Master Feed Building the machine that builds the machine (Changelog Interviews #676)
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Feb 11, 2026 Paul Dix, co-founder and CTO of InfluxData and leader on time-series databases. He recounts sending AI coding agents on risky side quests and why he sometimes returns to hand-coding. They discuss agent-driven ports, test-first strategies, verification as the new bottleneck, building agent-friendly tools, and how small teams and product roles are reshaped by agentic workflows.
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Agentic Coding Is A New Paradigm
- Agentic coding changed qualitatively around mid-2023 and accelerated developer productivity dramatically.
- Paul Dix believes hand-writing even 10% of code is now often wasteful for many teams.
Agent Side Quests Multiply Prototypes
- Agents enable the era of side quests: engineers can run parallel agent tasks to explore many prototypes quickly.
- Much of this output becomes demoable but often doesn't cross the production threshold without verification work.
Optimize Verification Over Code Output
- Prioritize improving verification, testing, and delivery pipelines because code generation is cheap and abundant.
- Build QA, product, and support processes to handle the flood of generated code before optimizing generation further.